SUPPORTING AND STRENGTHENING STANDARDS -BASED MATHEMATICS TEACHER PREPARATION Guidelines for Mathematics and Mathematics Education Faculty The Charles A. Dana Center The University of Texas at Austin About the Charles A. Dana Center The Charles A. Dana Center at The University of Texas at Austin works to support education leaders and policymakers in strengthening Texas education. As a research unit of The University of Texas at Austin’s College of Natural Sciences, the Dana Center maintains a special emphasis on mathematics and science education. We develop and offer professional development and research-based mathematics and science resources for educators to use in helping all students achieve academic success. About the Dana Center’s work with higher education The Supporting and Strengthening Standards-Based Mathematics Teacher Preparation (S3MTP) project builds upon the work of a statewide network of Texas faculty that began in 1994 with a previous Fund for the Improvement of Postsecondary Education (FIPSE) project, which resulted in the Dana Center’s 1996 publication, Guidelines for the Mathematical Preparation of Prospective Elementary Teachers. That project also led to the Dana Center’s annual statewide October Preservice Conference, which serves mathematics and education faculty who have a special interest in mathematics teacher preparation. This conference has led to a growing network of faculty interested in the mathematical preparation of teachers. For many faculty, this conference is their once-a-year opportunity to share mathematics content and teacher preparation ideas with other faculty from across the state, to hear from other higher education mathematics leaders, and to receive updates from statewide education agency leaders. The conference also provides opportunities for the Dana Center to solicit input for its higher education publications and initiatives. S3MTP was developed from ideas generated by participants at one of these October Preservice conferences. For more information, see the Dana Center’s higher education website, at www.utdanacenter.org/mathematics/ highered/. About the development of this guidelines book The development of Supporting and Strengthening Standards-Based Mathematics Teacher Preparation (S3MTP) was supported by Grant Award #P116B011116 from the Fund for the Improvement of Postsecondary Education (FIPSE), a program of the Office of Postsecondary Education of the U.S. Department of Education. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the U.S. Department of Education or The University of Texas at Austin. One hundred percent of the total costs for this project were financed with federal funds. The federal funds for this project amount to $515,185. This information is provided in compliance with Public Law 108-7 Sec. 507, the Consolidated Appropriations Resolution, 2003, February 20, 2003. For more information, visit the Dana Center website at www.utdanacenter.org. The Charles A. Dana Center The University of Texas at Austin 2901 North IH-35, Suite 2.200 Austin, Texas 78722-2384 First printing February 2004. Copyright 2004 The University of Texas at Austin. All rights reserved. Permission is given to any person, group, or organization to copy and distribute this publication for noncommercial educational purposes only, so long as appropriate credit is given. Duplication for profit is prohibited. This permission is granted by the Charles A. Dana Center, a unit of the College of Natural Sciences at The University of Texas at Austin. ii Acknowledgements Authors Lesa Beverly, The University of Texas at Tyler Tommy Bryan, Baylor University Kimberly Childs, Stephen F. Austin State University James Epperson, The University of Texas at Arlington Christopher Kribs Zaleta, The University of Texas at Arlington Deborah Pace, Stephen F. Austin State University Colin Starr, Willamette University, Salem Oregon Editors James Epperson, The University of Texas at Arlington Deborah Pace, Stephen F. Austin State University Kimberly Childs, Stephen F. Austin State University Project directors Project Director Uri Treisman, Professor of Mathematics and Director, Charles A. Dana Center, The University of Texas at Austin Co-Project Director Susan Hudson Hull, Director of Mathematics, Charles A. Dana Center, The University of Texas at Austin Co-Project Director James Epperson, Assistant Professor of Mathematics, The University of Texas at Arlington Co-Project Director Deborah Pace, Associate Professor of Mathematics and Statistics, Stephen F. Austin State University External Evaluator Ester Smith, EGS Research and Consulting *** With special thanks to… We would especially like to thank the contributions of our many reviewers and the members of the advisory and steering committees for the S3MTP project. Their feedback and guidance significantly strengthened the quality of this work. Note: For reviewers, steering committee members, and advisory committee members, the professional affiliations listed were those at the time of their participation; in some cases the affiliation has since changed. iii Initial Reviews First Draft Dick Stanley, University of California at Berkeley Michael Starbird, The University of Texas at Austin Dixie Ross, Round Rock High School, Round Rock, Texas Public Draft Tom Fox, The University of Houston—Clearlake Jeff Lawler, Trinity University Michelle Moravec, McLennan Community College Jane Schielack, Texas A & M University George Tintera, Texas A & M University—Corpus Christi Betty Travis, The University of Texas at San Antonio Contributed Reviews Tom Butts, The University of Texas at Dallas Xuhui Li, The University of Texas at Austin Advisory Committee The Advisory Committee built and supported a collaborative leadership network from different levels of the educational system, from different types and sizes of educational institutions, and from different regions across the state. Jasper Adams, Stephen F. Austin State University Stuart Anderson, Texas A&M University—Commerce Jamie Whitehead Ashby, Texarkana College Evelyn R. Brown, University of Houston Downtown James Epperson, The University of Texas at Arlington Amy Gaskins, Alliance for the Improvement of Mathematics Skills (AIMS) PreK–16, Del Mar College, Corpus Christi. Basia Hall, Houston ISD–East District Susan Hudson Hull, Charles A. Dana Center, The University of Texas at Austin Paul Kennedy, Colorado State University, Fort Collins, Colorado Mark Klespis, Sam Houston State University, Huntsville Lee Von Kuster, University of Texas—Pan American Barbara Montalto, Texas Education Agency, Austin Deborah Pace, Stephen F. Austin State University Anne Papakonstantinou, Rice University, Houston Pamela Powell, The University of Texas at Austin Karen Rhynard, Texas A&M University—Commerce Dixie Ross, Round Rock High School, Round Rock Michael Starbird, The University of Texas at Austin Mourat Tchoshanov, University of Texas at El Paso Frances Thompson, Texas Woman’s University, Denton Reginald Traylor, University of the Incarnate Word, San Antonio Ann Webb, University of Texas at Tyler Connie Yarema, Abilene Christian University iv Steering Committee The Steering Committee provided connections between policy leaders and the designers of teacher education programs. Uri Treisman, Professor of Mathematics and Director, Charles A. Dana Center, The University of Texas at Austin Jasper Adams, Professor and Chairman, Department of Mathematics and Statistics, Stephen F. Austin State University Lynn M. Burlbaw, Department of Teaching, Learning, and Culture, Texas A&M University Jean Miller, Interstate New Teacher Assessment and Support Consortium, Council of Chief State School Officers Patricia Porter, Texas State Board for Educator Certification Janet Russell, Curriculum and Professional Development, Texas Education Agency Gloria White, Texas Higher Education Coordinating Board Charles A. Dana Center Production Team Rachel Jenkins, Senior Editor Brenda Nelson, Proofreader Phil Swann, Senior Designer Rob Starkey, Freelance Designer *** Some trademarked designations are used in this publication. Where we were aware of such a designation, the trademarked term has been printed with initial capitalization. Cabri Geometry is a trademark of Cabrilog, for more information, see www.cabri.com/en. Cuisenaire is a registered trademark of ETA/Cuisenaire; for more information, see www.etacuisenaire.com. Fathom and Fathom Dynamic Statistics are trademarks of KCP Technologies; for more information, see www.keypress.com/fathom. The Geometer’s Sketchpad is a registered trademark of Key Curriculum Press; for more information, see www.keypress.com/sketchpad. Maple is a trademark of Waterloo Maple Inc.; for more information, see www.mapleapps.com. Mathematica is a registered trademark of Wolfram Research, Inc.; for more information, see www.wolfram.com. MATLAB is a registered trademark of The MathWorks, Inc.; for more infomration, see www.mathworks.com. v *** This publication reproduces the Texas State Board for Educator Certification’s nine Mathematics Standards, and quotes extensively from the SBEC Mathematics Standards knowledge and skills statements for early childhood–4, 4–8, and 8–12. As of fall 2003, these documents could be downloaded in their entirety from the web via the following URLs: SBEC standards for EC–4 teacher certification level: www.sbec.state.tx.us/SBECOnline/standtest/standards/ec4math.pdf; SBEC standards for grades 4–8 teacher certification level: www.sbec.state.tx.us/SBECOnline/standtest/ standards/4-8math.pdf; and SBEC standards for grades 8–12 teacher certification level: www.sbec.state.tx.us/SBECOnline/standtest/ standards/8-12math.pdf. The first page of each of these documents lists the nine Mathematics Standards reproduced in this publication. For more information about the State Board for Educator Certification, see www.sbec.state.tx.us/. *** Extensive efforts have been made to ensure the accuracy of the information in this publication. The Charles A. Dana Center and The University of Texas at Austin, as well as the author and editors, assume no liability for any loss or damage resulting from the use of this book. Every effort has been made to provide proper acknowledgement of original sources and to comply with copyright law. If cases are identified where this has not been done, please contact the Charles A. Dana Center to correct any omissions. Related Resources Supporting and Strengthening Standards-Based Mathematics Teacher Preparation (S3MTP) builds on the work begun with a previous Fund for the Improvement of Postsecondary Education (FIPSE) project, which resulted in the Dana Center’s 1996 publication, Guidelines for the Mathematical Preparation of Prospective Elementary Teachers (available for download from the Dana Center’s website at www.utdanacenter.org/ ssi/docs/GuideMath97.pdf.) That project also led to the Dana Center’s annual statewide October Preservice Conference, which serves mathematics and education faculty who have a special interest in mathematics teacher preparation (for more information, see the Dana Center’s higher education website, at www.utdanacenter.org/mathematics/highered/). In 2003, the Dana Center also published Advanced Mathematics Educational Support: Support, recommendations, and resources for facilitating collaboration between higher education mathematics faculty and Texas public high schools. To obtain a copy of the AMES document, and for information about other Dana Center publications, visit the Dana Center home page at www.utdanacenter.org. A policy position statement related to this S3MTP book is available through the Dana Center higher education website at www.utdanacenter.org/mathematics/highered/. vi Table of Contents Foreword ................................................................................................................................................viii Preface .................................................................................................................................................... ix Introduction ............................................................................................................................................ 1 Chapter 1: Tasks Vertically Connected Across Teacher Certification Levels ................................................. 7 Section 1.1: Mathematical Processes: Exploring Positional Systems Through Divisibility Rules Section 1.1.1: EC–Grade 4 Teacher Task: Exploring Positional Systems Through Divisibility Rules Section 1.1.2: Grades 4–8 Teacher Task: Exploring Positional Systems Through Divisibility Rules Section 1.1.3: Grades 8–12 Teacher Task: Exploring Positional Systems Through Divisibility Rules Section 1.1.4: Another Path: Extensions of Exploring Positional Systems Through Divisibility Rules, for EC–12 Section 1.2: Patterns, Algebra, and Analysis: Exploring Infinite Processes Section 1.2.1: EC–Grade 4 Teacher Task: Exploring Infinite Processes Section 1.2.2: Grades 4–8 Teacher Task: Exploring Infinite Processes Section 1.2.3: Grades 8–12 Teacher Task: Exploring Infinite Processes Chapter 2: Early Childhood–Grade 4 Teacher Tasks......................................................................................................37 Section 2.1: EC–Grade 4 Teacher Task: Numeration Systems: An Even/Odd Algorithm in Base Five Section 2.2: EC–Grade 4 Teacher Task: Patterns, Geometry and Algebra: Painting the Cube Section 2.3: EC–Grade 4 Teacher Task: Rational Numbers, Area Models, and Fallacious Reasoning: Geoboard Eighths Section 2.4: EC–Grade 4 Teacher Task: Probability: Assessing the Fairness of Games Section 2.5: EC–Grade 4 Teacher Task: Number Theory: The Stamps Problem Section 2.6: EC–Grade 4 Teacher Task: Geometry and Measurement: Tiling a Round Patio Chapter 3: Grades 4–8 Teacher Tasks.................................................................................................................................59 Section 3.1: Grades 4–8 Teacher Task: Polynomial Functions: Modeling Area and Volume Section 3.2: Grades 4–8 Teacher Task: Geometry and Measurement: Pythagorean Relationships Section 3.3: Grades 4–8 Teacher Task: Measures of Central Tendency and Spread: Designing Data Section 3.4: Grades 4–8 Teacher Task: The Distributive Property: Patterns in Powers Section 3.5: Grades 4–8 Teacher Task: Geometry, Measurement, and Modeling: The Paper Stacking Problem Section 3.6: Grades 4–8 Teacher Task: Probability and Statistics: The Spicy Gumball Chapter 4: Grades 8–12 Teacher Tasks ....................................................................................................... 87 Section 4.1: Grades 8–12 Teacher Task: Geometry and Measurement: Rain Gauges Section 4.2: Grades 8–12 Teacher Task: Number Concepts: Cantor Sets Section 4.3: Grades 8–12 Teacher Task: Mathematical Processes: Using Geometric Models to Predict Convergence Section 4.4: Grades 8–12 Teacher Task: Probability and Statistics: Tests of Significance Section 4.5: Grades 8–12 Teacher Task: History of Mathematics: The Life and Contributions of Pierre de Fermat Section 4.6: Grades 8–12 Teacher Task: Geometry and Calculus Concepts: Using the Monte Carlo Method to Estimate The Area Under a Curve References ............................................................................................................................................................................ 109 vii Foreword Supporting and Strengthening Standards-based Mathematics Teacher Preparation captures the experience and practice wisdom of Texas higher education faculty members who have committed themselves to supporting the mathematics teachers in their communities. They share their wealth of knowledge about approaches to preparing mathematically sophisticated teachers while incorporating various styles of pedagogy. Their commitment to improving the education of all our children rings through. This book was written for mathematics faculty members in two-and four-year colleges and universities who seek to join the growing community of their peers committed to providing prospective teachers with rich mathematical experiences to meet the growing demands on our nation’s mathematics teachers. This set of tasks and guidelines pays special attention to important structural issues, such as the challenges that institutions face when aligning programs to meet standards-based teacher certification exams. In the interests of strengthening Texas education, the authors took valuable time away from their own programs to compose this document. The hope is to create mechanisms for teacher preparation that will provide every Texas child with the well-prepared mathematics teachers they need and deserve. This resource takes an important step toward ensuring that the accident of where Texas children go to school will not determine the quality of mathematics education they receive. This is a commitment that speaks not only to the American creed but to the practical importance of preparing all children for responsible citizenship in the twenty-first century. Uri Treisman Professor of Mathematics and Director, Charles A. Dana Center The University of Texas at Austin January 2004 viii Preface POLICY CONTEXT————————————— The Texas State Board for Educator Certification oversees prekindergarten–12 educator preparation in Texas. In 2003, SBEC oversaw 70 institutions of higher education and 28 alternative certification programs with approved teacher preparation programs. SBEC responsibilities include reviewing and monitoring the quality of teacher preparation programs, as well as developing and administering TExES (Texas Examinations of Educator Standards, the state exam that teachers must pass to become certified). 1 The SBEC mathematics standards for early childhood–4, 4–8, and 8–12 teacher certification may be downloaded from the web at www.sbec.state.tx.us/SBECOnline/standtest/ standards/ec4math.pdf; www.sbec.state.tx.us/ SBECOnline/standtest/standards/4-8math.pdf; and www.sbec.state.tx.us/SBECOnline/standtest/ standards/8-12math.pdf. 2 In May 2002, Texas changed its state policy framework for teacher preparation from a two-levels teacher certification system (certification for teachers of grades 1–8 and of secondary school) to a three-level system: early childhood through grade 4, middle level (grades 4 through 8), and secondary (grades 8 through 12). At that time, the Texas State Board for Educator Certification(SBEC)1 released nine mathematics standards in content and pedagogy for the beginning teacher of mathematics; each standard is accompanied by statements of what the teacher should know (knowledge statements) and be able to do (skills statements). These teacher certification standards and knowledge and skills statements are correlated to the state’s curriculum standards for what every student should know and be able to do in key academic areas—the TEKS, or Texas Essential Knowledge and Skills. For each teacher certification standard, the knowledge statements apply to beginning teachers at all grade levels, and the skills statements describe the applications of that knowledge specific to the three certification levels—early childhood through grade 4 (EC–4), grades 4 through 8, and grades 8 through 12.2 Supporting and Strengthening Standards-Based Mathematics Teacher Preparation: Guidelines for Mathematics and Mathematics Education Faculty provides appropriate sample standards-based mathematical tasks designed to clarify the intent of SBEC’s Beginning Mathematics Teacher Standards for early childhood through grade twelve. The tasks are suitable for all college students—those preparing to be teachers and those who are not. The Guidelines document is intended to offer a foundation and a stimulus for mathematics and mathematics education faculty to continue to create standards-based resources that support the design and implementation of standards-based teacher preparation and certification programs. Developing this document was one of the goals of the Charles A. Dana Center’s Supporting and Strengthening Standards-Based Mathematics Teacher Preparation (S3MTP) project. ABOUT THE S3MTP PROJECT————————— S3MTP is designed to support the improvement of mathematics teacher preparation in Texas. This 3-year project, funded in part by the U.S. Department of Education,3 began in October 2001 and is based on the premise that Texas’s new standardsbased policy guiding teacher preparation requires fundamental changes in what teachers know and are able to do. The goal of the S3MTP project is to broaden and diversify the network of faculty and other key stakeholders who take leadership roles in strengthening the preparation of mathematics teachers. Project objectives are to • provide opportunities for faculty collaboration, professional recognition, and leadership, and • develop resources for implementing standards-based teacher preparation and certification. Through this project, we intend to create a model process and resources that can be adapted for use in other content areas by institutions that prepare teachers in Texas and in other states. The initial stage of the project involved activating two leadership teams: • the Steering Committee, which provided connections between policy leaders and the designers of teacher education programs; and • the Advisory Board, which built and supported a collaborative leadership network from different levels of the educational system, from different types and sizes of institutions, and from different regions across the state. In collaboration with these groups, a writing team of six university mathematics faculty developed a draft guidelines document to support the standards-based mathematical preparation of teachers. One of the co-project directors also served as a writer. x – preface S3MTP is funded in part by a grant from the Fund for the Improvement of Postsecondary Education to the Charles A. Dana Center at The University of Texas at Austin. 3 The October Preservice Conference brings together K–12 education practitioners with higher education faculty interested in the preparation of mathematics teachers, for the purpose of strengthening the preservice preparation of teachers of mathematics. 4 After an external review of the initial draft, a revised draft underwent further review at the Dana Center’s 2002 Annual October Preservice Conference.4 After feedback gathered at the conference was implemented, the draft was posted to the Dana Center website for comment from faculty statewide. In addition to this public review, we solicited review from six additional external reviewers . The conclusion of the second year (2002–03) of the S3MTP project involves the publication and dissemination of this document. In its third and final year (2003–04), S3MTP will host faculty leadership-development retreats that will address 1) strategies for implementing the guidelines and 2) the development of policy recommendations on a faculty reward system for preparing teachers. NEED FOR THE S3MTP GUIDELINES—————— Texas’s new state policy framework for teacher preparation moves from a credit-based to a standards-based system for teacher preparation, and creates a high-stakes accountability system for colleges, universities, and alternative certification agencies that prepare teachers. These changes in the state’s teacher preparation system allow for greater flexibility and creativity in program design while demanding more consistency and higher quality in teacher preparation. The state’s new policy thus requires that faculty reexamine the mathematics preparation of teachers across the state and increased collaboration between colleges of education and mathematics departments in designing high-quality programs that meet state and national standards. While these S3MTP guidelines are not intended to outline a complete curriculum for a course or program, they do provide examples of standards-based tasks that may be incorporated into mathematics courses in teacher-preparation programs. The mathematics tested for teacher licensure is based upon the SBEC standards and must be embedded in teacher preparation programs. preface – xi ma he tic M ure at Co ested f sT nt lle Mathema ti K1 te eaching 2T Ce cs Licens or athematics C M on ge ntral to Beginning in 2003, all preservice teachers in Texas must pass the Texas Examinations of Educator Standards (TExES), which assess their knowledge of content and pedagogy for their subject area and grade range. These exams are aligned with the Texas Essential Knowledge and Skills (TEKS), the state-mandated standards for kindergarten through grade 12. Low passing rates on the TExES for students from a given institution can lead to that institution losing its authority to certify teachers. S3MTP GUIDELINES DEVELOPMENT—————— Project writers began work on the guidelines by focusing on matters of mathematics content, seeking to create mathematical tasks that explicate and contextualize those specific mathematical skills for which the State Board for Educator Certification standard, and associated knowledge and skills statements, seemed the broadest or most open to interpretation. Because the primary audience for the guidelines is higher education mathematics and mathematics education faculty, the writers limited their initial work to designing tasks to help clarify the first six SBEC mathematics standards, covering mathematical content, processes, and perspectives. xii – preface The Texas State Board for Educator Certification mathematics standards for early childhood–4, 4–8, and 8–12, with associated knowledge and skills statements, may be downloaded from the web via the following URLs: www.sbec.state.tx.us/ SBECOnline/standtest/standards/ec4math.pdf; www.sbec.state.tx.us/SBECOnline/standtest/ standards/4-8math.pdf; and www.sbec.state.tx.us/ SBECOnline/standtest/standards/8-12math.pdf. The first page of each of these three documents lists the nine Mathematics Standards reproduced here. 5 State Board for Educator Certification Mathematics Standards5 Standard I. Number Concepts: The mathematics teacher understands and uses numbers, number systems and their structure, operations and algorithms, quantitative reasoning, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. Standard II. Patterns and Algebra: The mathematics teacher understands and uses patterns, relations, functions, algebraic reasoning, analysis, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. Standard III. Geometry and Measurement: The mathematics teacher understands and uses geometry, spatial reasoning, measurement concepts and principles, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. Standard IV. Probability and Statistics: The mathematics teacher understands and uses probability and statistics, their applications, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. Standard V. Mathematical Processes: The mathematics teacher understands and uses mathematical processes to reason mathematically, to solve mathematical problems, to make mathematical connections within and outside of mathematics, and to communicate mathematically. Standard VI. Mathematical Perspectives: The mathematics teacher understands the historical development of mathematical ideas, the interrelationship between society and mathematics, the structure of mathematics, and the evolving nature of mathematics and mathematical knowledge. Standard VII. Mathematical Learning and Instruction: The mathematics teacher understands how children learn and develop mathematical skills, procedures, and concepts, knows typical errors students make, and uses this knowledge to plan, organize, and implement instruction; to meet curriculum goals; and to teach all students to understand and use mathematics. Standard VIII. Mathematical Assessment: The mathematics teacher understands assessment and uses a variety of formal and informal assessment techniques appropriate to the learner on an ongoing basis to monitor and guide instruction and to evaluate and report student progress. Standard IX. Professional Development: The mathematics teacher understands mathematics teaching as a profession, knows the value and rewards of being a reflective practitioner, and realizes the importance of making a lifelong commitment to professional growth and development. preface – xiii As guidelines development progressed, it became apparent that each teacher certification level (early childhood–grade 4, grades 4–8, and grades 8–12) had distinct challenges. For example, there are many more resources for faculty preparing prospective mathematics teachers of grades EC–4 than for those teaching prospective mathematics teachers of grades 4–8 or 8–12. The challenge for the EC–4 writers, then, became choosing the best adaptations of mathematical tasks to help faculty preparing prospective educators teach them the knowledge and skills necessary to meet the standards. Since the 4–8 mathematics teacher certification level is relatively new, and since there are relatively few published textbooks targeting this certification level, the 4–8 writers faced the challenge of creating tasks that clearly illustrate the difference in the mathematical preparation expected for 4–8 teachers, in contrast to that of EC–4 or 8–12 teachers. The 8–12 mathematics certification level seems transparent in that most faculty will read the SBEC standards and be able to match many of the knowledge and skills statements to courses in the mathematics major. Thus, the challenge for the 8–12 writers was to create tasks that illustrate the in-depth experiences with mathematical processes and mathematical learning that prospective 8–12 teachers need so that their preparation meets the spirit of the standards. The most compelling outcome the writers found from the 8–12 work is the need for capstone courses for prospective secondary mathematics teachers so that their preparation meets the SBEC standards. (For specifics, see the Task Correlation Guide 4 at the end of this preface.) This outcome is in alignment with the Conference Board of the Mathematical Sciences 2001 recommendations for secondary mathematics teacher preparation. That is, that core knowledge for prospective high school teachers may best be gained through a program of study that includes many of the requirements of a standard mathematics major, but that also includes a capstone course sequence in which fundamental ideas from high school mathematics are examined from an advanced standpoint.6 The structure and presentation of the mathematical tasks in the S3MTP guidelines evolved with ongoing reviews and comments from the advisory board, external reviewers, and other contributed comments. ORGANIZATION OF THE GUIDELINES —————— It is worth mentioning that while the document’s sample tasks are intended to clarify the intent of SBEC’s Beginning Mathematics Teacher Standards for early childhood through grade xiv – preface 6 Tucker, A., Fey, J., Schifter, D., & Sowder, J. (2001). The Mathematical Education of Teachers. CBMS Issues in Mathematics Education (11), p 123. Providence, R.I.: The American Mathematical Society, Mathematical Association of America. twelve, they are NOT meant to provide all the resources and content necessary to master each standard. The S3MTP Guidelines document is organized as follows. • Introduction The introduction further explains the purpose and audience of the Guidelines, and clarifies what they are intended to do and what they are NOT intended to do. It also defines terminology and maps the page format used throughout the guidelines. A key strategy to foster collaboration between mathematics teachers across grade levels is the formation of K-12 (or even K-16) “vertical teams.” The primary goal of the vertical team strategy is to enhance all students’ achievement by increasing communication and cooperation among teachers about the mathematics program at their schools across grade levels. Vertical teams can facilitate the implementation of academic changes and support structures necessary to make high achievement in mathematics by all students a reality. More information about vertical teaming can be found in the Advanced Placement Program Mathematics Vertical Teams Toolkit (The College Board and The Charles A. Dana Center, 1998) and Advanced Mathematics Educational Support (Charles A. Dana Center, 2003). 7 • Chapter 1: Tasks Vertically Connected Across Teacher Certification Levels Chapter 1 gives two sequences of connected mathematical tasks that illustrate how a single mathematical idea or concept may be explored at each certification level and how to gauge appropriate student responses to the tasks for each certification level. Another way of saying this is that the tasks connect “vertically” across grade levels.7 • Chapter 2: Early Childhood–Grade 4 Teacher Tasks Chapter 2 provides mathematical tasks that illustrate the content strands of number concepts, patterns, algebra, geometry, measurement, and probability. Each task is linked to one or more SBEC Mathematics Standards and related knowledge and skills statements, for EC–4. • Chapter 3: Grades 4–8 Teacher Tasks Chapter 3 provides mathematical tasks that illustrate specific knowledge and skills statements from the SBEC Mathematics Standards for Grades 4–8. Each task highlights the concepts that are most appropriate for 4–8 teachers. • Chapter 4: Grades 8–12 Teacher Tasks Chapter 4 provides mathematical tasks that emphasize the mathematical processes that should be understood by teachers of grades 8–12. In contrast to Chapter 1’s focus on connected tasks—tasks that connect vertically across all three certification levels—Chapters 2 through 4 focus on specific knowledge and skills statements from the SBEC mathematics standards and do not necessarily build on tasks from the preceding certification levels. It is assumed, however, that prospective teachers of grades 4–8 will have had mathematical experiences similar to those of prospec- preface – xv tive EC–4 teachers and that prospective teachers of grades 8–12 will have been exposed to mathematical experiences similar to those of prospective EC–8 teachers. The following four tables provide a quick reference for determining where the S3MTP tasks may be used in a teacher preparation program. Of necessity, we use descriptive titles for the courses. Divisibility Rules Tasks Infinite Processes Connected Tasks Across Certification Levels Task Correlation Guide 1: Tasks vertically connected across teacher certification levels xvi – preface Courses where task may be most appropriate EC–Grade 4 Teacher Task Course in Foundations of Arithmetic for preservice elementary teachers Grades 4–8 Teacher Task Course in Number and Operation that extends the ideas from an EC–4 Foundations of Arithmetic course Grades 8–12 Teacher Task Course in number theory or a capstone course for preservice 8–12 teachers EC–Grade 4 Teacher Task Course in Foundations of Arithmetic for preservice elementary teachers Grades 4–8 Teacher Task Course in Concepts of Calculus for preservice 4–8 teachers or number theory course for preservice 4–8 teachers Grades 8–12 Teacher Task Calculus or a capstone course for preservice 8–12 teachers In the left-hand column we list the S3MTP mathematical tasks in the order that they appear in this document. Task Correlation Guide 2: Tasks for early childhood through grade 4 teacher certification level S3MTP Tasks for EC–Grade 4 Teacher Certification Level Courses where task may be most appropriate Numeration Systems: An Even/Odd Algorithm in Base Five Course in Foundations of Arithmetic for preservice elementary teachers Patterns, Geometry, and Algebra: Painting the Cube Course in Number and Operation that extends the ideas from an EC–4 Foundations of Arithmetic course Rational Numbers, Area Models, and Fallacious Reasoning: Geoboard Eighths Course in number theory or a capstone course for preservice 8–12 teachers Probability: Assessing the Fairness of Games Course in Foundations of Arithmetic for preservice elementary teachers Number Theory: The Stamps Problem Course in Concepts of Calculus for preservice 4–8 teachers or number theory course for preservice 4–8 teachers Geometry and Measurement: Tiling a Round Patio Calculus course or capstone course for preservice 8–12 teachers Task Correlation Guide 3: Tasks for grades 4–8 teacher certification level S3MTP Tasks for Grades 4–8 Teacher Certification Level Courses where task may be most appropriate Polynomial Functions: Modeling Area and Volume College Algebra, College Algebra for Preservice Teachers, Precalculus, Calculus Geometry and Measurement: Pythagorean Relationships Geometry, College Algebra, Precalculus, and/or a standard “proofs” course Measures of Central Tendency and Spread: Designing Data Probability and Statistics course for preservice elementary teachers, Statistics The Distributive Property: Patterns in Powers Foundations of Arithmetic course for preservice elementary teachers, problem solving for preservice elementary teachers Geometry, Measurement, and Modeling: The Paper Stacking Problem Geometry and Measurement course for preservice teachers, College Algebra, Precalculus Probability and Statistics: The Spicy Gumball Geometry and Measurement course for preservice teachers, Statistics preface – xvii Task Correlation Guide 4: Tasks for grades 8–12 teacher certification level 8–12 Certification Level Tasks Courses where task may be most appropriate Geometry and Measurement: Rain Gauges Foundations of Geometry, capstone course for secondary teachers, College Algebra Number Concepts: Cantor Sets Number theory, capstone course for secondary teachers Mathematical Processes: Using Geometric Models to Predict Convergence Capstone course for secondary teachers, Calculus II Probability and Statistics: Tests of Significance Statistics, capstone course for secondary teachers History of Mathematics: The Life and Contributions of Pierre de Fermat History of Mathematics course, capstone course for secondary teachers Geometry and Calculus Concepts: Using the Monte Carlo Method to Estimate the Area Under a Curve Capstone course for secondary teachers, Calculus, Statistics xviii – preface Introduction If K–12 mathematics education in the U.S. deserves criticism (and it surely has received a lot of criticism in the wake of the TIMSS reports), then a share of the blame falls to those university mathematicians who should be playing an important role in the preparation of teachers but are not. It is easy to make the case that among the most important students mathematicians teach are future school teachers — students who will each pass on the mathematics they have learned to hundreds of other young people.1 —American Mathematical Society Task Force on Excellence, 1999 Significant involvement by mathematicians in all phases of teacher preparation is critical to improving the preparation of mathematics teachers, and, in turn, the mathematical education of students in kindergarten through grade 12. Mathematicians, with their depth of content knowledge, are uniquely qualified to help all their students, including prospective teachers, make important connections within mathematics and between mathematics and other fields of study.2 For prospective teachers, this includes making connections between the content of their college courses and the content they will be expected to teach. AUDIENCE AND PURPOSE —————————— 1 Ewing, J. (ed.) (1999). Towards excellence: Leading a mathematics department in the 21st century. Providence, RI: American Mathematical Society Task Force on Excellence, pp. 24–25. Available on American Mathematical Society website, at www.ams.org/towardsexcellence/. Thus, the primary target audience of the S3MTP Guidelines is mathematics department faculty in two- and four-year colleges and universities. For an example of a report drawn from TIMSS (Third International Mathematics and Science Study), see U.S. Department of Education (1996). Pursuing Excellence: A study of U.S. eighth-grade mathematics and science teaching, learning, curriculum, and achievement in international context. National Center for Education Statistics, NCES 97-198, Washington, DC: U.S. Government Printing Office. The purpose of the guidelines is to support and encourage mathematicians and mathematics educators in efforts to improve the mathematical preparation of prospective teachers. The guidelines are intended to: • Highlight sample connections between college-level and K–12-level mathematics content. For more information, see the following publication, and in particular, its preface: Tucker, A., Fey, J., Schifter, D., & Sowder, J. (2001). The Mathematical Education of Teachers. CBMS Issues in Mathematics Education (11), Providence, R.I., The American Mathematical Society. 2 • Provide sample mathematical tasks that are good for all students. • Help clarify state-mandated standards for the certification of teachers, early childhood through grade 12. • Acknowledge limitations of any listing of standards or content topics—most problems do not fit neatly into a single category. • Offer seed ideas of mathematical tasks for faculty to model and expand upon. Beyond the preparation of the next generation of teachers, it is likely that colleges and universities will be called upon to play a larger role in the important business of improving mathematics education in the U.S. This will require more mathematicians taking a role in the continuing education of teachers and making a contribution to the public discussion of what is taught and how it is taught. For most departments, this is a fertile area for making a contribution to the university’s mission. • Motivate faculty to design additional resources for dissemination. —American Mathematical Society Task Force on Excellence, 19993 • Provide examples of mathematical tasks that connect “vertically” through grade levels. The guidelines are NOT intended to: • Outline a complete curriculum for a course or program. • Attempt to describe all prior knowledge or experience necessary for successful completion of the mathematical tasks. 3 Ewing, J. (ed.) (1999). Towards excellence: Leading a mathematics department in the 21st century. Providence, RI: American Mathematical Society Task Force on Excellence, pp. 24–25. Available on American Mathematical Society website, at www.ams.org/towardsexcellence/. • Limit or prescribe course or program content. • Suggest that teacher preparation programs should be entirely determined by an external set of standards. • Imply that the tasks have completely covered all the standards. The primary goals of the mathematics content portion of the guidelines are to: • Provide examples of tasks that clarify the intent of the Beginning Mathematics Teacher Standards for early childhood through grade twelve (EC–12) from the Texas State Board of Educator Certification. • Stimulate mathematicians and mathematics educators to think deeply about appropriate programs and courses to support the preparation of mathematics teachers. • Motivate mathematicians and mathematics educators to expand upon the ideas presented and disseminate them statewide. In addition, prospective teachers at all levels should have the opportunity to work through each sequence of tasks at all certification levels. For example, prospective middle-level teachers should first explore the EC–4-level tasks, and prospective secondary teach2 – introduction Teachers need to understand the big ideas of mathematics and be able to represent mathematics as a coherent and connected enterprise .…4 This kind of knowledge is beyond what most teachers experience in standard preservice mathematics courses in the United States. —National Council of Teachers of Mathematics (2000). Principles and Standards for School Mathematics5 4 The ellipses in this quotation designate where we removed the parenthetical citations to the following two sources, presented here in full citation form: Ma, Liping. (1999). Knowing and teaching elementary mathematics: teachers’ understanding of fundamental mathematics in China and the United States. Mahwah, N.J.: Lawrence Erlbaum Associates. Schifter, Deborah. (1999). Reasoning about Operations: Early Algebraic Thinking in Grades K–6. In Developing Mathematical Reasoning in Grades K–12. 1999 Yearbook of the National Council of Teachers of Mathematics, edited by Lee V. Stiff, pp. 62–81. Reston, Va.: National Council of Teachers of Mathematics. 5 National Council of Teachers of Mathematics (2000). Principles and Standards for School Mathematics. Reston, VA: Author. p 17. ers should do both the EC–4 and 4–8 level tasks as well as those designed for the 8–12 level. Due to time restrictions, this type of exploration might best be done in a capstone course. TERMINOLOGY —————————————— To avoid confusion, this document uses the following terminology: • Students refers to all college students, unless otherwise noted. • Faculty refers to faculty at colleges (both two- and fouryear) and universities. • Teachers refers to teachers in the early childhood–12 system. • Grade-level designations—early childhood–grade 4 (EC–4), grades 4–8, and 8–12—refer to teacher certification levels, rather than to specific grades in K-12 schools. For example while an EC–4 task in this book would seem inappropriate for a fourth-grade student, that is not its intended audience; rather it’s intended for a teacher at that level. • Task is used here to describe the process in which a college student investigates the specified question—in contrast to a question posed for which students should “get an answer” and move on to the next one. Each teacher task section is structured similarly. That is, the mathematical task appears in a text box early in the main narrative of the section. Along the right margin of each section are text boxes with gray shading; these boxes list the State Board for Educator Certification standards and teacher knowledge and skills statements that are most closely related to that section’s mathematical task. The right margin also includes text boxes that include—as relevant—extension ideas, assessment ideas, historical connections, and notes on relevant mathematicsspecific technology. Also, throughout the narrative are indented italicized statements that emphasize points ranging from mathematical connections that preservice teachers need to make as they do the tasks, to general statements about the mathematical preparation needs of preservice teachers. The “Supporting Discussion” subsection for each task provides solution strategies, classroom implementation ideas, explications of mathematical introduction – 3 notions embedded in the tasks, and other information relevant to the task. “Supporting Discussion” is not intended to provide complete solutions to the mathematical tasks or prescriptive rubrics for implementing the tasks. The tasks in this book can take anywhere from a class period to a week to complete. We have not specified a time range for each task, however, because the tasks are designed as seed ideas that can be freely adapted both into existing course structures and into new investigations. Finally, it is important to note that the boxed mathematical tasks are intended as a focus for student (preservice teacher) investigation. That is, while it is important that the student find an accurate result, the most valuable outcome of exploring these tasks is the mathematical experience and habits of mind cultivated through exploration, discovery, and discussion of these tasks. The following illustration maps the page format used throughout much of the document. 4 – introduction Illustration of page format SECTION 1.2.2 GRADES 4–8 TEACHER TASK: EXPLORING INFINITE PROCESSES SBEC standard along with the teacher knowledge and skills statements most related to the mathematical task. Note, therefore, that all the items in a numbered list are not included; this list, for example, skips from 2.9s to 2.14s. Statements indented for emphasis. Prospective middle level teachers will be expected to relate middle school mathematics to the concept of limit as a conceptual foundation of calculus. Hence, it is essential that they develop their own conceptual understanding of limits. Students preparing to teach at the middle school level should be expected to justify their mathematical thinking in somewhat more sophisticated ways. The questions posed below build on the Shaded Rectangles extension in EC–4, above, but lead students to organize their thinking in a different way. Shaded Rectangles Revisited: Suppose that n is a positive number less than 1. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II: PATTERNS AND ALGEBRA Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 2.8s apply all skills specified for teachers in grades EC–4, using content and contexts appropriate for grades 4–8; 2.9s make, test, validate, and use conjectures about patterns and relationships in data presented in tables, sequences, or graphs; • Argue that 0.999999… must be greater than n. Statement of the problem or task. • What rational number is equal to the repeating decimal 0.999999…? Justify your thinking. Supporting Discussion Middle level students are often taught an algorithm for converting numbers from decimal to fraction form, but they rarely develop a rich conceptual understanding of the underlying ideas. This problem encourages students to further develop their understanding of the concept of limit by making connections between algebraic and geometric ideas. Posed this way, the question focuses on different representations for rational numbers using the concept of limit. As students justify their thinking, they should be encouraged to argue conceptually. Most students are exposed to geometric series at some point in their undergraduate education, but only a small number have the opportunity to investigate and explain the derivation of geometric series. The following sequence of questions, adapted from the Dana Center’s TEXTEAMS In-depth secondary mathematics institute,8 allows students to discover the formula for the sum of a geometric series, using a geometric construction that is accessible to a student in college algebra. Assessment ideas, historical connections, notes on technology use, or problem extension ideas. Supporting discussion for the problem or task. Assessment The goal of these questions is to have students do more than algorithmic manipulation. As students argue, they are building a type of informal proof or justification. For instance, they may observe that 0.999… is certainly not bigger than 1, but it is larger than any other number smaller than 1. Therefore, they conclude that 0.999… 8 Rethinking Secondary Mathematics: In-depth secondary mathematics is one of dozens of institutes provided by TEXTEAMS (Texas Teachers Empowered for Achievement in Mathematics and Science, www.utdanacenter.org/texteams), a Dana Center–managed statewide teacher professional development program. TEXTEAMS is a comprehensive system of professional development for K–12 mathematics and science teachers, delivered through a statewide network of trainers. The program’s institutes provide a core set of professional development materials and skills and help teachers develop a common understanding of important mathematics and science content and the state’s curriculum standards (the Texas Essential Knowledge and Skills). 6 – introduction Chapter 1 TASKS VERTICALLY CONNECTED ACROSS TEACHER CERTIFICATION LEVELS ———————— 1 See for example, Ball, D.L. (1991). Research on teaching mathematics: Making subject matter knowledge part of the equation. In J. Brophy (Ed.), Advances in research on teaching (Vol. 2, pp. 1-48). Greenwich, CT: JAI Press; and Ma, L. (1999) Knowing and teaching elementary mathematics: Teachers’ understanding of mathematics in China and the United States. Mahwah, NJ: Lawrence Erlbaum Associates. 2 This statement reflects the position put forth in the Conference Board of the Mathematical Sciences monograph on the Mathematical Education of Teachers: Tucker, A., Fey, J., Schifter, D., & Sowder, J. (2001). The Mathematical Education of Teachers. CBMS Issues in Mathematics Education (11), p. 25. Current research underscores the importance of strong content preparation for all prospective mathematics teachers and emphasizes the need for those teachers to have a deep understanding of the mathematics they will be expected to teach.1 Secondary-level teachers need the equivalent of a major in mathematics, but their preparation should include significant learning experiences that focus on making deep connections between the mathematics in their college content courses and the mathematics taught in schools. The mathematical preparation of middle-level teachers should be different from—not simply less than—that of secondary teachers.2 And because the role of elementary teachers is so important in building the foundations of mathematical reasoning in children, their mathematics preparation is critically important, as is their understanding of the important foundations they are building for their students.3 3 See also Charles A. Dana Center, Texas Statewide Systemic Initiative (1996). Guidelines for the mathematical preparation of prospective elementary teachers. Austin, TX: Charles A. Dana Center. Available for download from the Dana Center’s website, at www.utdanacenter.org/ssi/docs/ GuideMath97.pdf. In addition to developing deep understanding of the mathematics central to their own certification levels, all prospective teachers should understand the mathematical knowledge and skills expected of early childhood–12 students. Further, all teachers need to understand the mathematical thinking that their students bring with them and the future mathematical learning for which they are building foundations. However, as most mathematics department faculty have little direct experience with the current early childhood–12 school mathematics curriculum, it can be helpful to see examples of S3MTP • Chapter 1 different knowledge and skills expectations that might be attached to a single “big idea” in mathematics at the different certification levels. Thus, this chapter includes two sequences of vertically connected mathematical tasks—that is, tasks in which a single idea is explored at varying levels of depth as it carries through the teaching certification levels from early childhood through high school. These tasks are only samples of those that might be employed to teach or assess the understanding of the mathematical idea; they are not intended to be exhaustive. It is hoped that faculty will use their broad experience to extend and adapt these example tasks to fit their own programs. The first set of vertically connected tasks, “Mathematical Processes: Exploring Positional Systems Through Divisibility Rules,” focuses on number concepts, with an emphasis on developing the habits of mind associated with mathematical thinking. The study of number concepts is central to early childhood–12 mathematics; hence, a deep understanding of our base ten number system is critical for all prospective teachers. Experience reveals, however, that many prospective teachers have only algorithmic or formulaic proficiency with basic operations and their properties but often equate this with conceptual mastery. The mathematics preparation of prospective teachers should certainly include opportunities to investigate and justify many of the standard base ten algorithms. One method of challenging their understanding in this area is to have them investigate standard base ten algorithms in the context of a different base. In this first set of connected tasks, the introductory focus at each certification level is a statement about a familiar “sum of the digits” algorithm for testing for divisibility by three. At each certification level, students are asked to examine and explain concepts underlying this familiar algorithm. Also, we provide explanations describing the varying degrees of justification and proof that might be expected at each level. Mathematical content strands run throughout the school curriculum that build upon and extend mathematical ideas. Prospective teachers should be aware of these mathematical content strands, also known as “vertical” connections. Prospective teachers who encounter vertically connected mathematical tasks in their preparation gain an insight into the varying levels of depth required for mathematical conjecture, justification, and proof at each certification level. Such preparation promotes understanding of how sophisticated mathematical ideas can be built from, depend upon, and connect to less developed math- 8 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 ematical notions from earlier grade levels. Vertically connected mathematical tasks delineate the increasing refinement of mathematical reasoning required of teachers for EC–4, or 4–8, or 8–12 students. For instance, an informal convincing argument may suffice as a justification for a prospective EC–4 teacher, but a 4–8 teacher would be required to demonstrate greater depth of understanding and less informality, including correct use of mathematical notation and broader capacity for generalization. And a prospective secondary teacher would be expected to be able to give both informal and formal proofs or justifications. The second set of vertically connected tasks, “Patterns, Algebra, and Analysis: Exploring Infinite Processes,” is a guided exploration of one of the most powerful ideas in the history of mathematics: infinite processes. According to the State Board for Educator Certification’s standards, prospective middle-level (grades 4–8) teachers are expected to be able to relate the concept of limit to middle school mathematics; thus, they need opportunities to investigate concepts of calculus at varying levels of formality. Although the specific questions in the “Patterns” section vary, the focus is on using both geometric and algebraic thinking to justify and reason about ideas of infinity. Prospective teachers at all levels should have the opportunity to work through each sequence of tasks at all certification levels. That is, prospective middle-level teachers should first explore the Early Childhood–4-level tasks, then the middle-level tasks (grades 4–8) and then 8–12; prospective secondary teachers should do the Early Childhood–4 and 4–8-level tasks as well as those designed for the 8–12 level. Due to the amount of time needed to explore the tasks for all three certification levels, this might best be done in a capstone course. The tasks in this book can take anywhere from a class period to a week to complete. We have not specified a time range for each task, however, because the tasks are designed as seed ideas that can be freely adapted both into existing course structures and into new investigations. This chart (also included in the preface to this book) suggests some possible courses for which these tasks might be appropriate. Tasks vertically connected across teacher certification levels – 9 S3MTP • Chapter 1 Divisibility Rules Tasks Infinite Processes Connected Tasks Across Certification Levels Task Correlation Guide 1 Tasks vertically connected across teacher certification levels Courses where task may be most appropriate EC–Grade 4 Teacher Task Course in Foundations of Arithmetic for preservice elementary teachers Grades 4–8 Teacher Task Course in Number and Operation that extends the ideas from an EC–4 Foundations of Arithmetic course Grades 8–12 Teacher Task Course in number theory or a capstone course for preservice 8–12 teachers EC–Grade 4 Teacher Task Course in Foundations of Arithmetic for preservice elementary teachers Grades 4–8 Teacher Task Course in Concepts of Calculus for preservice 4–8 teachers or number theory course for preservice 4–8 teachers Grades 8–12 Teacher Task Calculus or a capstone course for preservice 8–12 teachers 10 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 The State Board for Educator Certification mathematics standards for early childhood–4, 4–8, and 8–12, with associated knowledge and skills statements, may be referenced on the web at www.sbec.state.tx.us/SBECOnline/ standtest/ standards/ec4math.pdf; www.sbec.state.tx.us/ SBECOnline/ standtest/standards/4-8math.pdf; and www.sbec.state.tx.us/SBECOnline/ standtest /standards/8-12math.pdf. 4 SECTION 1.1. MATHEMATICAL PROCESSES: EXPLORING POSITIONAL SYSTEMS THROUGH DIVISIBILITY RULES STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES:4 The mathematics teacher understands and uses mathematical processes to reason mathematically, to solve mathematical problems, to make mathematical connections within and outside of mathematics, and to communicate mathematically. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Teacher Knowledge The beginning teacher of mathematics knows and understands: 5.1k logical reasoning, justification, and proof in relation to the structure of and relationships within an axiomatic system; 5.2k the role of logical reasoning in mathematics and age-appropriate methods and uses of informal and formal reasoning; 5.3k the process of identifying, posing, exploring, and solving mathematical problems in age-appropriate ways. 5.4k connections among mathematical concepts, procedures, and equivalent representations; 5.6k how to communicate mathematical ideas and concepts in age-appropriate oral, written, and visual forms; and 5.7k how to use age-appropriate mathematical manipulatives and drawings and a wide range of technological tools to develop and explore mathematical concepts and ideas. Since the study of number concepts occupies such a significant part of prekindergarten–12 school mathematics, this deep understanding is critical for prospective teachers. Unfortunately, because they have a great deal of experience operating in the base ten number system, many college students have only algorithmic proficiency with this system, but often equate this with conceptual understanding. Asking students to explain the reasoning behind “familiar” concepts and algorithms is one means of assessing their depth of conceptual understanding; another is to have students investigate those concepts in the context of a different number base. SBEC MATHEMATICS STANDARD I. NUMBER CONCEPTS Teacher Knowledge The beginning teacher of mathematics knows and understands: 1.1k the structure of number systems, the development of a sense of quantity, and the relationship between quantity and symbolic representation; 1.2k the connections of operations, algorithms, and relations with their associated concrete and visual representations; 1.3k the relationship among number concepts, operations and algorithms, and the properties of numbers, including ideas of number theory; 1.5k how number concepts, operations, and algorithms are developmental and connected across grade levels. All students should have a deep understanding of our base ten number system. Students need practice exploring mathematical questions and representing their results systematically. Students should have multiple opportunities to investigate interesting questions and then record the results in ways that can reveal important patterns. Students need experience manipulating numerical and algebraic representations into useful forms and formulating explanations and proofs in terms of such representations. A concept that is very important to all students of mathematics, including those in grades K–12, is that of composition and decomposition of numerical expressions. Thus, when investigating questions involving number concepts, prospective teachers should readily consider strategies involving expansions of numbers using powers of ten. Tasks vertically connected across teacher certification levels – 11 S3MTP • Chapter 1 STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS: The mathematics teacher understands and uses numbers, number systems and their structure, operations and algorithms, quantitative reasoning, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. By starting with familiar ideas, students are able to make important connections to previous knowledge and to deepen their understanding of our number system. For example, most students have been taught the “sum of the digits” test for divisibility by three in base ten (that is, if the sum of a whole number’s digits is divisible by three, then that number is divisible by three), but few, if any, can give an explanation for why it works. The series of questions in this example leads to a deeper exploration of this familiar algorithm. Students need opportunities to focus on the particular features of the base ten system that make familiar algorithms work. The mathematical tasks in this section progress from a concrete or operational level to a more abstract one by asking students first to justify the familiar algorithm, then to explore its effectiveness in other bases, and finally, to develop and prove a conjecture that generalizes their conclusions. It is critical that students be given time to experience doing mathematics. Students often see the finished product and have little understanding of the underlying processes so familiar to mathematicians—looking for patterns; making, testing, revising, and justifying conjectures; and communicating their results in a variety of ways. Recall that the boxed task statements in the following discussions are intended as a focus for student investigation. That is, while it is important that the student find an accurate result, the most valuable outcome of exploring these tasks is the mathematical experience and habits of mind cultivated through exploration, discovery, and discussion of these tasks. 12 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 SECTION 1.1.1 EC–GRADE 4 TEACHER TASK: EXPLORING POSITIONAL SYSTEMS THROUGH DIVISIBILITY RULES STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS—TEACHER SKILLS Students in the elementary and middle grades are often taught a simple test for determining whether a whole number is divisible by three: Grades EC–4 The beginning teacher of mathematics is able to: if the sum of a whole number’s digits (in its base-ten representation) is divisible by three, then that number is divisible by three. 1.1s compare and contrast numeration systems; 1.2s analyze, explain, and model the structure of numeration systems and, in particular, the role of place value and zero in the base ten system; 1.6s analyze and describe relationships among number properties, operations, and algorithms involving the four basic operations with whole and rational numbers; 1.10s describe ideas from number theory (e.g., prime numbers, composite numbers, greatest common factors) as they apply to whole numbers, integers, and rational numbers and use these ideas in problem situations; 1.12s apply place value and other number properties to develop techniques of mental mathematics and computational estimation. • Justify and explain this algorithm. Supporting Discussion Before most students can seriously examine the reasoning behind divisibility rules in base ten, they need considerable work with the decimal representation of natural numbers in terms of powers of ten. They often need prompting to progress to the expanded form of a natural number. Most students will need to investigate many examples and counterexamples before they begin to see patterns and can isolate the underlying concepts that make the algorithm work in general. When considering the test for divisibility by three, most students tend to apply it to several numbers to verify that the “test” works—they must be reminded to look for the underlying reasons it works. That is, they must be reminded that verifying that an algorithm works does not prove or indicate that it always works. Since ideas of decomposition are so important in mathematics, supporting classroom discussion or activities may include the following: 5 Note: the 1-block or unit block is the name of the smallest of the base ten blocks; the 10-block (corresponding to 10 units) is referred to as a rod or a long; and the 100-block (corresponding to 100 units) is called a flat. • Think about other ways to write 100 (e.g., 1(102), 9(10)+9(1)+1, 99+1, etc.). • Demonstrate various numbers with base ten blocks.5 Tasks vertically connected across teacher certification levels – 13 S3MTP • Chapter 1 32 32 = 3(10) + 2(1) = 3(101) + 2(100) 147 147 = 1(100) + 4(10) + 7(1) = 1(102) + 4(101) + 7(100) • Using base ten blocks, illustrate the test you have developed for divisibility by three for 243ten EXTENSION IDEA Explain the similar test for divisibility by 9 in base ten. *** Since the test for divisibility by 9 involves principles similar to those for divisibility by 3, this task provides more experience in base ten and an opportunity to probe students’ understanding of the core ideas involved in a sound justification. 14 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 The shading in the figure above helps illustrate that two blocks were taken from the hundreds place and four from the tens place. These six units are added to the three units in the ones place. These nine units are precisely the sum of the digits. • What about base eight? Is there a divisibility test for three in base eight? How do you show a base eight number using blocks? 243eight Notice that squares in base eight would always have one left over (when divided by three) but a long in base eight would always have two left over. What does that indicate about the process of dividing in base eight compared to base ten? Prospective teachers need fluency with a variety of approaches to teaching mathematical concepts. Working with concrete objects, such as the blocks above, helps them make connections from concrete to pictorial to abstract representations. This fluency is directly transferable to their future classrooms. As students expand a number (such as 243), explain the underlying physical process, and justify each step in the decomposition and regrouping, they give meaning to the “sum of the digits” algorithm. 243 = 2(100) + 4(10) + 3(1) = 2(99+1) + 4(9+1) + 3(1) = 2(99) + 2(1) + 4(9) + 4(1) + 3(1) = 2(99) + 4(9) + 2(1) + 4(1) + 3(1) RELATED TASK Other familiar concepts, such as “even” and “odd” numbers, can be understood in new depth through investigations in other bases. For a related task, see the task Numeration Systems: An Even/Odd Algorithm in Base Five (in Chapter 2, Early Childhood–Grade 4 Teacher Tasks). = 2(99) + 4(9) + (2+4+3)(1) Depending upon their level of experience, students may provide a variety of reasons to justify that the only part of the resulting sum whose divisibility by three is uncertain is the term described by “the sum of the digits in the original number.” Clearly, at Tasks vertically connected across teacher certification levels – 15 S3MTP • Chapter 1 least some discussion of divisibility properties related to sums and products should accompany the justifications. Mathematics teachers should be able to provide convincing arguments to justify mathematical ideas. As students think about the process used and determine which features are peculiar to the specific base number chosen, they build the groundwork for presenting an informal (as opposed to formal mathematical) argument that clearly explains the underlying mathematical processes leading to the predicted outcome. Without using symbolic notation, students may simply explain that any base ten natural number can be expanded using powers of ten and then regrouped into addends that involve factors always divisible by three and a remaining term. Then this remaining term, which represents the sum of the digits of the original number, determines whether or not the original number is divisible by three. Students should eventually be able to argue using notation, perhaps specifically for three- and four-digit numbers. Such an argument for a three-digit number htu may begin with an expansion such as: htu = h(10)2 + t(10)1 + u(10)0 = h(9 + 1)2 + t(9 + 1)1 + u(1) and then use the same reasoning as in the cases above. Investigations such as these also provide students with the opportunity to think about what is required to build a convincing mathematical argument. Prospective elementary teachers often have little experience writing formal mathematical proofs; it is, however, important that they be encouraged to think about and articulate their intuitive ideas about how and why things work. The next task builds upon this one and extends the investigation to divisibility rules for other bases. 16 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 SECTION 1.1.2 GRADES 4–8 TEACHER TASK: EXPLORING POSITIONAL SYSTEMS THROUGH DIVISIBILITY RULES STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 1.13s apply all skills specified for teachers in grades EC–4, using content and contexts appropriate for grades 4–8; 1.17s analyze and describe relationships between number properties, operations, and algorithms for the four basic operations involving integers, rational numbers, and real numbers; Students in teacher preparation programs for the middle grades who have had mathematical experiences similar to those in the previous exercises are prepared for this section. Students who have not experienced the EC–4 level task or ones like it will first need time to investigate more concrete examples. The following activity builds on the previous task while requiring thinking that is deeper, broader, and somewhat more abstract. Once again, the questions posed constitute a launching place for student exploration and discussion. Students in the elementary and middle grades are often taught a simple test for determining whether a whole number is divisible by three: 1.19s explain and justify the traditional algorithms for the four basic operations with integers, rational numbers, and real numbers and analyze common error patterns that may occur in their application. if the sum of a whole number’s digits (in its base-ten representation) is divisible by three, then that number is divisible by three.6 • Predict whether this test works for numbers written in base five, six, and seven. 6 • Provide examples or counterexamples to support your prediction. Here we emphasize the “test” (the sum of a whole number’s digits is divisible by three) as a sufficient condition for determining whether a whole number is divisible by three. However, note that the “test” is both necessary and sufficient. Supporting Discussion Students with little experience doing this type of investigation will need guidance in exploring specific examples in many different bases, recording results in a systematic way, and looking for patterns to determine the bases in which this algorithm seems to work. For example, in a table, students might record results by writing many numbers in several different bases and then looking for patterns that emerge by identifying those bases in which the divisibility-by-three test appears to work. Given previous experience with base ten expansions, they may try writing the numbers in expanded form in the other bases, comparing the expansions, and in those bases where the test appears to work, noting similarities in the process of regrouping into addends that are divisible by three as well as examining the part that remains. Tasks vertically connected across teacher certification levels – 17 S3MTP • Chapter 1 When investigating questions or areas of mathematics that are new to them, mathematicians often employ the strategy of considering examples and non-examples before proceeding to more abstract conjectures. However, this practice of considering examples and counterexamples before considering abstract ideas, does not come naturally to most students and must be developed purposefully. For example, students might consider the number 12, known to be divisible by three. When this number is represented in base five, its representation is 22five and the sum of the digits is not divisible by three. This is sufficient evidence to guarantee that the base ten test certainly does not work in all cases in base five. But this same number, when represented in base seven, becomes 15seven, and the sum of its digits is divisible by three. Whereas this example is not sufficient to guarantee that the base ten “divisibility by three” test works in base seven, it does indicate that there may be some fundamental difference between the bases and their relationship to three. Such examples also prompt discussion about what is required to verify that a mathematical statement is true, as compared to what is sufficient to claim that it is not true. Students should be expected to justify their thinking with a valid argument, but the particular approach and level of formality expected will vary depending on the students’ mathematical background and experience. Building on the base ten expansion, and the observation that there is “one left over” in each position, may lead students to conjecture that the base ten test and the expansion approach also work in bases such as seven. For example, students may observe that 243ten = 465seven can be expanded in powers of seven in much the same way as before: 243ten = 465seven = 4(7)2 + 6(7)1 + 5(1) = 4(6+1)2 + 6(6+1)1 + 5(1) Then they can compare this expression to the similar one in base ten and determine which parts of the expression are—or are not—always divisible by 3, and why this may lead to an understanding of the essential underlying ideas necessary for a justification. This provides a nice opportunity for a discussion of the Binomial Theorem in a context that is not usually encountered by preservice teachers. 18 – Tasks vertically connected across teacher certification levels STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades EC–12 Teacher Skills The beginning teacher of mathematics is able to: 5.2s apply principles of inductive reasoning to make conjectures and use deductive methods to evaluate the validity of conjectures; 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas; 5.6s provide convincing arguments or proofs for mathematical theorems; 5.9s use physical and numerical models to represent a given problem or mathematical procedure; 5.15s explore problems using verbal, graphical, numerical, physical, and algebraic representations; 5.19s facilitate discourse between the teacher and students and among students to explore, build, and refine mathematical ideas; 5.20s use questioning strategies to identify, support, monitor, and challenge students’ mathematical thinking; 5.21s translate mathematical statements among developmentally appropriate language, standard English, mathematical language, and symbolic mathematics; 5.22s provide students with opportunities to demonstrate their understanding of mathematics in a variety of ways using a variety of tools; 5.23s use visual media such as graphs, tables, diagrams, and animations to communicate mathematical information; 5.24s use the language of mathematics as a precise means of expressing mathematical ideas. S3MTP • Chapter 1 Another approach to this task involves familiar ideas connected to clock arithmetic and remainders—important ideas in K–12 mathematics. Students who have had more extensive and formal experience with modular arithmetic may observe that the bases in which the test works all have a remainder of one when divided by three or that these bases are congruent to 1 (mod 3). In that case, they may argue informally that the original whole number can simply be expanded into powers of 1; in that form, the “sum of the digits” algorithm appears rather naturally. Tasks vertically connected across teacher certification levels – 19 S3MTP • Chapter 1 SECTION 1.1.3 GRADES 8–12 TEACHER TASK: EXPLORING POSITIONAL SYSTEMS THROUGH DIVISIBILITY RULES Regardless of the underlying approach used to address the previous question, the justification will probably be informal. The use of mathematical notation and broader generalization marks one bridge between the EC–4 and 4–8 levels. Using the patterns and results of investigations at those levels, students are equipped for the more formal conjecture and proof expected at the secondary level. Students in the elementary and middle grades are often taught a simple test for determining whether a whole number is divisible by three: if the sum of a whole number’s digits (in its base-ten representation) is divisible by three, then that number is divisible by three.7 STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 1.22s apply all skills specified for teachers in grades EC–8, using content and contexts appropriate for grades 8–12; 1.28s investigate and apply fundamental number theory concepts and principles (e.g., divisibility, Euclidean algorithm, congruence classes, modular arithmetic, the fundamental theorem of arithmetic) in a variety of situations. • Develop a conjecture about all number bases for which a number expressed in that base is divisible by three if and only if the sum of its digits is divisible by three. • Prove your conjecture. Supporting Discussion It is assumed that students attempting to answer the question posed will have had mathematical experiences similar to those described for early childhood–4 and grades 4–8. When investigating a new concept or area of mathematics, even sophisticated mathematical thinkers return to the consideration of specific examples and counterexamples before developing abstract arguments. The apparent simplicity and elegance of many textbook proofs often disguises the great effort required to produce them, a fact well known to mathematicians but only rarely to their students! Having explored the “sum of the digits” divisibility test in multiple bases, and having learned the underlying mathematical concepts, students are prepared to conjecture that if a base, b, has remainder 1 when divided by three, then a number expressed in base b is divisible by three if and only if the sum of its 20 – Tasks vertically connected across teacher certification levels 7 The “test” (the sum of digits is divisible by three) is presented as a sufficient condition for determining whether a number is divisible by three. Here, students conjecture and prove that the “test” is both necessary and sufficient. S3MTP • Chapter 1 digits is divisible by three. A proof of that conjecture will likely be a more general and formal justification using approaches similar to those provided earlier. HISTORICAL NOTE We are all familiar with a variety of transactions, such as making purchases on the Internet or doing online banking, that require the secure transfer of information. The use of public key codes to encode and decode secret messages is a relatively new technique that uses computer technology and a theorem about modular arithmetic that was proven over 350 years ago. Students preparing to become secondary school mathematics teachers commonly have much more experience with abstraction and formal proofs, but rarely have made their own connections between the content in their college courses and the content they will be expected to teach or that they remember from their own high school courses. As indicated in the State Board for Educator Certification mathematics standards, beginning teachers of secondary school mathematics should be able to apply all the skills for teachers in grades EC–8 using content and contexts appropriate for grades 8–12. It is helpful for prospective secondary teachers to think carefully about how and where their students have learned the foundations for the concepts they will teach. Taking a familiar concept like divisibility and tracing it back, perhaps in courses such as number theory, modern algebra, or a capstone sequence, can help them help their students make powerful connections. It is essential that students develop the habits of mind associated with a mathematical thinker. Only in this way will prospective teachers be able to encourage their own students to develop similar habits—such as extending observed patterns, asking their own questions, conjecturing and testing solutions, and validating and generalizing their results. There are many ways that ideas similar to those used in these examples can be expanded to give students more experience. The following discussion describes a collection of investigations that could follow this first set of tasks. Tasks vertically connected across teacher certification levels – 21 S3MTP • Chapter 1 SECTION 1.1.4 ANOTHER PATH: EXTENSIONS OF EXPLORING POSITIONAL SYSTEMS THROUGH DIVISIBILITY RULES, FOR EC–12 EARLY CHILDHOOD–GRADE 4 ———————— In this series of investigations, the task for prospective teachers at the EC–4 level would be much the same as the divisibilityby-three test described above. After examining what makes the test work in base ten, as well as the characteristics of other bases in which the test appears to work, prospective teachers could be guided to consider the characteristics of those bases in which the test does not work. By focusing their attention on the counterexamples, students can discover algorithms that “work” in these other bases. GRADES 4–8 ——————————————— Below is a set of questions that guide such discovery at the 4–8 level. Grades 4–8 Task Extension • Find and justify a test for divisibility by three that applies for a number represented in base nine. Make a conjecture about other bases for which this test would apply. Justify your thinking. • Find and justify a test for divisibility by three that applies for a number represented in base eight. Make a conjecture about other bases for which this test would apply. Justify your thinking. At the EC–4 level, students were given a familiar algorithm and asked to explain why it worked. After exploring the questions given here, using many specific examples in different bases and the same expansion and decomposition techniques as used in base ten, students can uncover tests that work for bases eight and nine. In the case of base nine, students may expand in powers of nine, note that because every counting number power of nine is divisible by three, a number is divisible by three when the last digit is divisible by three. 22 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 The process of actually finding a new algorithm, explaining why it works, and generalizing to other bases requires a higher level of mathematical sophistication. This is a valuable and attainable experience, provided students are given enough time and guidance. Developing a conjecture for base eight will likely require more time for student exploration. Students may first approach the question by building tables and looking for patterns, before returning to the process of writing the numbers using expanded powers of eight. But if they try the same strategy as that used with base seven, they will note that eight is not “one more than” a multiple of three, so the base eight expansion does not result in the same form as the expansion of powers of ten or seven. In response to a series of probing questions, students may notice that it was the “one more than a multiple of three” feature that made the expansion so friendly, and they may look for an alternate way of producing these “ones.” Given sufficient time and guidance, they may eventually arrive at a strategy of writing the powers of 8 as powers of (9 – 1) and arrive at an “alternating sum of the digits” algorithm for base eight. This process of finding and testing mathematical patterns is valuable for students; they need practice in trying familiar strategies, observing when they do not work in a context, and then either trying something new or isolating the features of the strategy that require modification. Students at the 4–8 teacher certification level should observe that it appears that every base “behaves like” base eight, nine, or ten. At a very informal level, they may observe that the tests they discover form a “complete” set of tests for divisibility by three. In fact, when stated more formally, the question “what is a complete set of tests for divisibility by three” is appropriate for prospective secondary teachers; thus, it can serve as a bridge between the two certification levels, with the secondary level requiring a higher level of experience and degree of formality in expression. GRADES 4–8 TO 8–12 ——————————— Grades 4–8 to 8–12 Task Extension Find a “complete” set of tests for divisibility by three. That is, describe a set of divisibility-by-three tests such that, regardless of the base of representation, one of the tests will apply. Tasks vertically connected across teacher certification levels – 23 S3MTP • Chapter 1 Students may find ideas of remainders a useful avenue. That is, they may observe that as in base ten, if a number base has a remainder of one when divided by three, then the “sum of the digits” test works. If the base has a remainder of zero when divided by three, then the original number is divisible by three if and only if the last digit is divisible by three. Finally, if the base has a remainder of two when divided by three, then an “alternating sum of the digits” test works. Alternatively, any given base is congruent to –1, 0, or 1 (mod 3), so one of these tests works. Assuming students at the 8–12 certification level have progressed through all the tasks or investigations described above, another level up in generalization may be pursued in the following extension. GRADES 8–12 Grades 8–12 Task Extension • Suppose that a number, n, is expressed in base twenty-one. Determine all the numbers d so that n, expressed in base twenty-one, is divisible by d if and only if the sum of its digits is divisible by d. Justify. • Suppose that a number n is expressed in a base b. Find a rule to determine all of the numbers d so that n, expressed in base b, is divisible by d if and only if the sum of its digits is divisible by d. Justify. Again, students benefit from being expected to make their own conjectures based upon a careful examination of many examples. The key characteristic in making the divisibility-by-three test work in bases ten and seven was the fact that the bases were congruent to 1 (mod 3). Thus, a reasonable conjecture would be that if twenty-one is congruent to 1 (mod d), then the “sum of the digits” test will apply. This is true since, if twenty-one is congruent to 1 (mod d), the expansion � ������� �������������������������� is congruent to the sum of its digits (mod d), so both are divisible by d or neither is. Thus, we need only determine for which numbers, d, twenty-one is congruent to 1 (mod d). These numbers are 2, 4, 5, 10, and 20. If twenty-one is not congruent to 1 (mod d), it is not necessarily congruent to the sum of its digits. Reasoning as above, we see that the “sum of the digits” test will work if and only if b is congruent to 1 (mod d). That is, d must be a factor of b – 1. 24 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 SECTION 1.2 PATTERNS, ALGEBRA, AND ANALYSIS: EXPLORING INFINITE PROCESSES SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA: The mathematics teacher understands and uses patterns, relations, functions, algebraic reasoning, analysis, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. Teacher Knowledge The beginning teacher of mathematics knows and understands: 2.1k how to use algebraic concepts and reasoning to investigate patterns, make generalizations, formulate mathematical models, make predictions, and validate results; SBEC MATHEMATICS STANDARD III. GEOMETRY AND MEASUREMENT: The mathematics teacher understands and uses geometry, spatial reasoning, measurement concepts and principles, and technology appropriate to teach the statewide curriculum (Texas Essential Knowledge and Skills [TEKS]) in order to prepare students to use mathematics. 2.2k how to use properties, graphs, and applications of relations and functions to analyze, model, and solve problems; 2.3k the concept of and relationships among variables, expressions, equations, inequalities, and systems in order to analyze, model, and solve problems; 2.4k the connections among geometric, graphic, numeric, and symbolic representations of functions and relations; 2.5k that patterns are sometimes misleading; 2.6k that in many situations, a pattern is only a trend and is accompanied by random variation from the trend; and 2.7k how patterns, relations, functions, algebraic reasoning, and analysis are developmental and connected across grade levels. Prospective teachers should have opportunities to explore infinite processes in several contexts. The concept of limit is one of the more subtle and powerful ideas introduced in the history of mathematics. Developing early childhood–12 students’ understanding of limits provides a foundation for their obtaining a more complete comprehension of the concept as they pursue more advanced mathematics. To do this, all prospective teachers need experiences investigating the concepts of calculus at various levels of formality. The following series of problems involves the fundamental idea of limit and makes connections between geometry, measurement, numeration, and algebra. Tasks vertically connected across teacher certification levels – 25 S3MTP • Chapter 1 SECTION 1.2.1 EC–GRADE 4 TEACHER TASK: EXPLORING INFINITE PROCESSES Shaded Squares: Assume that each shaded square represents of the area of the larger square bordering two of its adjacent sides and that the shading continues indefinitely in the indicated manner. • How much of the total area of the square is shaded? Thoroughly justify your thinking. SBEC MATHEMATICS STANDARD III. GEOMETRY AND MEASUREMENT Teacher Knowledge The beginning teacher of mathematics knows and understands: 3.3k connections among geometric ideas and number concepts, measurement, probability and statistics, algebra, and analysis. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 2.1s use inductive reasoning to identify, extend, and create patterns using concrete models, figures, numbers, and algebraic expressions; 2.2s formulate implicit and explicit rules to describe and construct sequences verbally, numerically, graphically, and symbolically; 2.6s model and solve problems, including proportion problems, using concrete, numeric, tabular, graphic, and algebraic methods. Supporting Discussion Many students hesitate to engage in mathematics for mathematics’ sake. Attempts to put the mathematics into a context that builds on their experiences can make a difference in their comfort level and their ability to analyze it. For example, the Shaded Squares problem could be posed in the context of cutting a cake: Each time Billy’s mother slices his birthday cake, she slices it into fourths. She always keeps one slice for further cutting, sets aside a slice for Billy, and gives away the other slices to guests. With the remaining slice of cake, she divides it into fourths. Again, she keeps one for further cutting, sets aside a slice for Billy, and gives away the other slices to guests. She continues to do this until it is not possible to subdivide it further. Approximately how much cake does she set aside for Billy? 26 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 EXTENSION IDEA Shaded Rectangles: Consider the sequence of repeating decimals 0.9, 0.99, 0.999, 0.9999, 0.99999, … . Use graph paper to outline a large square whose total area is 1 square unit. 1) Subdivide each side into 10 sections of equal length. 2) With a vertical line, separate the square into two pieces, one of area 0.9 square units, and shade the larger region. This context provides a simple example of how to put an important but abstract idea into a real-world context. It is a fun context that could be modeled in class with a real cake. It may also help students think about a non-symbolic solution to the problem. For example, when doing this exercise, some students have “seen” the solution in an a-ha moment. They note that at each stage of shading, one out of three congruent squares is shaded. Thus they conclude that if the process could be continued indefinitely, the area of the shaded portion would be �� . 3) With a horizontal line, separate the unshaded rectangle into two pieces, one of area 0.09 square units, and shade the larger region. 4) Continue subdividing the unshaded rectangles in this manner, alternating between vertical and horizontal lines, and always shading the region with 90% of the area, until further subdivisions are too fine to do with a pencil. a) Explain the relationship between the total area shaded and the numbers in the sequence above. b) If you were not restricted by the thick ness of a pencil point and could keep subdividing forever, what would the total shaded area eventually be? Justify your thinking. The question posed in Shaded Squares asks students to investigate conceptual connections between geometric representations of fractional parts and algebraic ideas involved in evaluating infinite series. Students need opportunities to construct and extend patterns in sequences and to make connections between geometric and algebraic representations of these sequences. As students approach this problem numerically, they typically begin by using tables to record the cumulative fractional parts, convert them to decimal form, and calculate the sum. They are often troubled by the fact that they are unsure of “when to stop.” Some recognize the sequence as geometric and try to recall a formula for the sum. Others will model this by cutting and pasting pieces of paper and rearranging them in various ways as in the example above. A related set of questions and a possible extension to the Shaded Squares task asks students to begin with the decimal representation for the infinite sequence 0.9, 0.99, 0.999, ... and employ geometric ideas to motivate its convergence to 1. Tasks vertically connected across teacher certification levels – 27 S3MTP • Chapter 1 SECTION 1.2.2 GRADES 4–8 TEACHER TASK: EXPLORING INFINITE PROCESSES Prospective middle level teachers will be expected to relate middle school mathematics to the concept of limit as a conceptual foundation of calculus. Hence, it is essential that they develop their own conceptual understanding of limits. Students preparing to teach at the middle school level should be expected to justify their mathematical thinking in somewhat more sophisticated ways. The questions posed below build on the Shaded Rectangles extension in EC–4, above, but lead students to organize their thinking in a different way. Shaded Rectangles Revisited: Suppose that n is a positive number less than 1. • Argue that 0.999999… must be greater than n. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II: PATTERNS AND ALGEBRA Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 2.8s apply all skills specified for teachers in grades EC–4, using content and contexts appropriate for grades 4–8; 2.9s make, test, validate, and use conjectures about patterns and relationships in data presented in tables, sequences, or graphs; 2.14s relate the concept of limit as a conceptual foundation of calculus to middle school mathematics. • What rational number is equal to the repeating decimal 0.999999…? Justify your thinking. Supporting Discussion Middle level students are often taught an algorithm for converting numbers from decimal to fraction form, but they rarely develop a rich conceptual understanding of the underlying ideas. This problem encourages students to further develop their understanding of the concept of limit by making connections between algebraic and geometric ideas. Posed this way, the question focuses on different representations for rational numbers using the concept of limit. As students justify their thinking, they should be encouraged to argue conceptually. Most students are exposed to geometric series at some point in their undergraduate education, but only a small number have the opportunity to investigate and explain the derivation of geometric series. The following sequence of questions, adapted from the Dana Center’s TEXTEAMS In-depth secondary mathematics institute,8 allows students to discover the formula for the sum of a geometric series, using a geometric construction that is accessible to a student in college algebra. 28 – Tasks vertically connected across teacher certification levels Assessment The goal of these questions is to have students do more than algorithmic manipulation. As students argue, they are building a type of informal proof or justification. For instance, they may observe that 0.999… is certainly not bigger than 1, but it is larger than any other number smaller than 1. Therefore, they conclude that 0.999… must, in fact, be equal to 1. 8 Rethinking secondary mathematics: In-depth secondary mathematics is one of dozens of institutes provided by TEXTEAMS (Texas Teachers Empowered for Achievement in Mathematics and Science, www.utdanacenter.org/texteams), a Dana Center–managed statewide teacher professional development program. TEXTEAMS is a comprehensive system of professional development for K–12 mathematics and science teachers, delivered through a statewide network of trainers. The program’s institutes provide a core set of professional development materials and skills and help teachers develop a common understanding of important mathematics and science content and the state’s curriculum standards (the Texas Essential Knowledge and Skills). S3MTP • Chapter 1 Note: These questions are designed so that the students can generate their own unique approaches. With this in mind, the instructor should limit the amount of guidance offered to the student. A Geometric Look at the Geometric Series: The figure below shows a sequence of three squares. Each square has a side length that is 0.7 times the length of the one to the left. Continue constructing squares to the right in this same pattern; then justify your responses to the following. 1) Show that an infinite number of squares takes up only a finite amount of space. 2) Find the total length of the infinite sequence of squares. 3) Discuss the relationship between the scale factor relating adjacent squares and the slopes of the line segments connecting the upper right corners of the squares. 4) If the bases of the squares lie on the x-axis beginning at the origin, what is the relationship between the x-intercept of the line that passes through the upper right corners of the squares and the x-intercept of the line that passes through the upper left corners of the squares? 5) Using the geometry of this diagram, derive a formula for the sum of an infinite geometric series. Tasks vertically connected across teacher certification levels – 29 S3MTP • Chapter 1 Supporting Discussion This series of questions leads students to link geometric and algebraic ideas. Exploring these questions will help students develop a deeper understanding of some of the core content ideas of grades 4–8 mathematics. These include ideas of infinity, proportional thinking, geometry and measurement, triangle similarities, slope, derivations of formulas, and assigning meaning to algebraic expressions and equations. In the context of this task, some related questions include: • How do you know that “connecting the upper right corners” or “connecting the upper left corners” will generate lines? • How can an “infinite amount” of anything take up a finite amount of space? • Can you explain and demonstrate the impact a scale factor will have on area and volume? • What do equations of lines have to do with areas of squares? Generalizing results of this investigation provides a transition to the 8–12 teacher-preparation level. To show that the infinite number of squares takes up only a finite amount of space and to find the total length of the infinite sequence of squares, a student may use the sequence of squares to construct a triangle such as the one shown with angle measure. Using similar triangles and letting b represent the length of the base of the largest triangle, the student will find that . Thus � � �� . Since the total length of the infinite sequence of squares is the sum of the length of the first square and length of the base of the large triangle, the students see that 2 3 1 + 0.7 + (0.7) + (0.7) may be calculated by adding 1 to 73 to get . The scale factor for this sequence of squares is 0.7. The students 30 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 should note that the slope of the line segments that connect the � ������� � ����α� . upper right corners of the squares is ��� ��� ��� � Thus ��� � ��������α� . From the discussion of the total length of the sequence of squares, many students will see that if the left bottom corner of the first square was placed at the origin on the x-axis, the line that connects the upper right corners of the squares would have x-intercept ��� . By calculating the equation of the line that passes through the upper left corners of the squares, the students should find that the two lines share the same x-intercept. Deriving a formula for the sum of an infinite geometric series requires the students to generalize the information that they gained in the preceding exercises. Some may need to construct the sequence of squares using p (where 0 < p < 1) as the scale factor so that they can more easily visualize the situation. By using the same strategies as before, the students should see that 2 3 the sum of any infinite series of the form 1 + p + p + p + . . . is � . ����� Tasks vertically connected across teacher certification levels – 31 S3MTP • Chapter 1 SECTION 1.2.3 GRADES 8–12 TEACHER TASK: EXPLORING INFINITE PROCESSES Prospective secondary teachers need in-depth problem-solving experiences that incorporate mathematical modeling of infinite processes. The following task builds on the understanding of infinite processes developed in the preceding EC–4 and 4–8 tasks. In this secondary-teacher-level task, students engage in determining a bisection process to approximate �� . STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II: PATTERNS AND ALGEBRA Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 2.18s apply all skills specified for teachers in grades EC–8, using content and contexts appropriate for grades 8–12; 2.19s use methods of recursion and iteration to model and solve problems; Bunny Pedigree: Your friend claims that her new pet rabbit, Tercio, is �� Black Himalayan. • Is this possible? Explain. • How many generations of Tercio’s pedigree must be known for your friend’s claim to be accurate to three decimal places? Completely justify your answer. 2.20s analyze the properties of sequences and series and use them to solve problems involving finite and infinite processes; including problems related to simple, compound, and continuous interest rates, as well as annuities. Supporting Discussion Students often have trouble with the notion of limit in calculus, especially the formal definition of a limit, because they have little experience working with models upon which to build a conceptual understanding. However, it is possible to develop a conceptual understanding of limits and to compute some limits without the formal definition. In fact, mathematicians talked about limits for centuries before they were able to define the concept clearly. This task aims to illuminate this as well as to provide other contexts where bisection methods may be used in approximations. Whereas one cannot find a rabbit that is exactly �� of a recognized breed (such as the Black Himalayan), one could always find a rabbit that was as close to �� Black Himalayan as desired. A historical context for this task would be to consider trisecting an angle with compass and straight edge with successive bisections. 32 – Tasks vertically connected across teacher certification levels HISTORICAL NOTE Three special problems of antiquity are the quadrature of the circle, the duplication of the cube, and the trisection of a general angle. When Hippocrates arrived in Athens (around 450 B.C.E.) these problems were already engaging the attention of mathematicians. These problems remain landmarks in the history of mathematics. They provide a source of stimulation and fascination for students, teachers, and scholars. S3MTP • Chapter 1 Students are often intrigued by the fact that using college-level abstract algebra, it can be shown to be impossible to trisect an angle with compass and straight edge. However, making the connection between the Bunny Pedigree task and approximating the trisection of an angle, using a compass and straight edge provides groundwork for their developing a bisection process for determining the number of iterations necessary for a desired “closeness” to �� . Taking successive bisections of an angle is a limiting process with the trisection of the angle as a “limit.” In the pictorial mod� el shown below, students see that each offspring inherits � of its ancestors’ genetics. In addition, the choice of a circular sector in the pictorial model allows a representation of the trisection of the corresponding angle of the sector. Tasks vertically connected across teacher certification levels – 33 S3MTP • Chapter 1 Note that by examining the arc length of the circular sectors in this offspring model, students can see that the process of bisecting to get closer and closer to the trisection is, arithmetically, equivalent to the process of getting �� in terms of successive �� s � (i.e. summing terms � for many n). Thus, the limiting process can be reduced to using bisections for estimating �� of a unit length as in the following task. n Bisecting to get : Start with an interval of unit length and bisect it. Choose the subinterval in which lies (in this case it is clearly [0, ]). Now, bisect that interval and choose the sub-interval [0, ] or [ , ] in which lies. Continue this process for three more iterations. Record your data in a table as follows. Interval [0,1] Interval length 1 (1) Midpoint 0+ 0+ [0, ] [ , ] [ , ] [ , ] [ , ] + (1) Midpoint expressed as left endpoint of interval plus the interval length. 1) From your table, give a nondecreasing sequence approaching . List this sequence. How do you know that this sequence approaches and not some other number? 2) Examine the column labeled Midpoint and plot these points. Find and describe the pattern. Now, can you find a decreasing sequence which approaches ? 3) We could approach this question via base two decimals. So, writing as a decimal in base 2, we get “0.010101...” the infinitely repeating decimal. Notice that “.01” in base two is , “.0001” in base 2 is , “.000001” in base 2 is , and so on. 34 – Tasks vertically connected across teacher certification levels S3MTP • Chapter 1 Write the nondecreasing sequence you found in step 1) in base two. Describe any patterns you notice. Each term in the sequence is a partial sum of a geometric series. What is the sum of this series? TECHNOLOGY NOTE 4) Which column(s) in your table give(s) information about the accuracy of your estimate? After 20 bisections, how close is your estimate, expressed in the form �� , to �� ? How about after n steps or bisections? Students can use dynamic geometry software to perform the compass and straight edge constructions. The circular sector model shown above was created using The Geometer’s Sketchpad.9 n 5) Explain in detail how we could use a compass and straight edge to get within 1/1000 of the trisection. Hint: Begin by drawing an arbitrary angle, making it larger than 90 degrees to give you enough room to bisect successively. After four bisections, how close are you to the trisection? 9 The Geometer’s Sketchpad is a trademark of Key Curriculum Press; for more information on the Sketchpad, see www.keypress.com/sketchpad. Note: This task assumes that students have been exposed to sequences and some geometry (enough to know how to bisect an angle with a straight edge and compass). The task is suitable for students in capstone courses for secondary teachers, a lab setting in calculus, or a lab setting for college algebra or precalculus. Because students find developing and identifying the sequences difficult, having them work in groups and asking them probing questions makes best use of this task. Key to this problem is the use of successive approximation to get better and better estimates for a quantity. Notice that ideally, we want a scheme for creating successive approximations, that better approximate the desired quantity at each step or stage. At each stage, the interval which contains is chosen for bisection and the endpoints of the interval provide upper and lower estimates of . Because all the intervals chosen for bisection contain , it is reasonable to think that the successive approximations actually approach . The level of detail in the Bisecting to get task helps students see how the original task can be reduced to simpler tasks. This device is often used in doing mathematics. The idea of “closeness” surfaces in determining the accuracy of our estimates or how “far off” we are from the desired quantity. The successive approximations of “jump around” . At odd steps, the midpoint is an overestimate and at even steps, it is an underestimate; however, the maximum possible error decreases with each successive step. Tasks vertically connected across teacher certification levels – 35 S3MTP • Chapter 1 The first part of the problem involves creating a sequence that has a numerical limit of . At the end of the problem (from a different perspective), in trying to find the trisection of an arbitrary angle, the compass and straight edge help illustrate that the sequence of trisections produces lines that approach the trisection of the angle. Students should be asked to think geometrically about how they would determine whether the bisection line gives an over- or underestimate for the trisection. Many applications employ bisection for determining solutions. This task offers preservice teachers an opportunity to connect limit processes, geometry, and a historical mathematical problem. The task also illustrates how conceptual development of limits can be introduced at various levels (geometry, algebra) before calculus and exposes many student misconceptions about sequences, limits, and geometrical constructions. 36 – Tasks vertically connected across teacher certification levels Chapter 2 EARLY CHILDHOOD–GRADE 4 TEACHER TASKS ——————————— Teachers of grades EC–4 need an understanding of fundamental mathematics that includes—but goes beyond—computational and algorithmic proficiency. Learning experiences that develop the habits of mind associated with mathematical thinking equip prospective EC–4 teachers with tools to model and support mathematical thinking for their students. Thus, their preparation should include opportunities to explore the conceptual underpinnings of mathematics that is central to the early grades, with an emphasis on developing their own critical reasoning skills. The sample mathematical tasks in this chapter span the State Board for Educator Certification content strands (mathematics standards) of number concepts, patterns and algebra, geometry and measurement, and probability and statistics. Each task focuses on an idea central to elementary school mathematics; this chapter outlines the types of mathematical experiences that should be included in the preparation of elementary school teachers. The targeted State Board for Educator Certification knowledge and skills objectives say that teachers of grades EC–4 should be able to: • Apply place value and other number properties to solve problems involving mental mathematics and estimation; • Identify and extend patterns, and, using inductive reasoning, express these patterns in a variety of ways, including symbolic language; • Use concrete, numeric, tabular, graphic, and algebraic methods to solve problems and communicate mathematical ideas; S3MTP • Chapter 2 • Demonstrate an understanding of the concepts of length, perimeter, area, and volume; • Explore concepts of probability through data collection, experiments, and simulations; • Evaluate the reasonableness of a solution to a given problem, and be able to recognize fallacious reasoning; and • Use formal and informal reasoning to investigate mathematical ideas, providing convincing arguments to support conclusions. Chapter 2 includes six tasks: • Numeration Systems: An Even/Odd Algorithm in Base Five; • Patterns, Geometry, and Algebra: Painting the Cube; • Rational Numbers, Area Models, and Fallacious Reasoning: Geoboard Eighths; • Probability: Assessing the Fairness of Games; • Number Theory: The Stamps Problem; and • Geometry and Measurement: Tiling a Round Patio. Although each task has a particular content focus, we intend that prospective teachers make important connections between these content strands. The following chart (also included in the preface to this book) suggests some possible courses for which these tasks might be appropriate. 38 – Early childhood–grade 4 teacher tasks S3MTP • Chapter 2 Task Correlation Guide 2: Tasks for early childhood through grade 4 teacher certification level S3MTP Tasks for EC–Grade 4 Teacher Certification Level Courses where task may be most appropriate Numeration Systems: An Even/Odd Algorithm in Base Five Course in Foundations of Arithmetic for preservice elementary teachers Patterns, Geometry, and Algebra: Painting the Cube Course in Number and Operation that extends the ideas from an EC–4 Foundations of Arithmetic course Rational Numbers, Area Models, and Fallacious Reasoning: Geoboard Eighths Course in number theory or a capstone course for preservice 8–12 teachers Probability: Assessing the Fairness of Games Course in Foundations of Arithmetic for preservice elementary teachers Number Theory: The Stamps Problem Course in Concepts of Calculus for preservice 4–8 teachers or number theory course for preservice 4–8 teachers Geometry and Measurement: Tiling a Round Patio Calculus course or capstone course for preservice 8–12 teachers Early childhood–grade 4 teacher tasks – 39 S3MTP • Chapter 2 SECTION 2.1 EC–GRADE 4 TEACHER TASK: NUMERATION SYSTEMS: AN EVEN/ ODD ALGORITHM IN BASE FIVE STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS1 Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 1.1s compare and contrast numeration systems; Students in the elementary grades learn a simple rule for determining whether a number written in base ten is even or odd. 1) Develop an algorithm that will allow someone to look at a number written as a base five numeral and know whether the number is even or odd without having to perform a division calculation and without converting the quantity to base ten and using the base ten algorithm. 2) Describe the base five algorithm and justify why it works. Supporting Discussion Before beginning this task, it is important that students take time to think about “evenness” and “oddness.” Some leading questions are: • Can you represent an odd or even number using Cuisenaire Rods?2 • What do you notice about adding two odd numbers? Adding two even numbers? • Can you explain the pattern you see in the sum of two odd numbers? Two even numbers? This investigation involves exploring fundamental notions of place value and numeration, while developing mental computation techniques, reasoning and proof skills, and communication ability. Students often need help structuring the problem-solving process via questions that break the problem into smaller parts. As posed, this task may be overwhelming for prospective EC–4 teachers. The following leading questions or hints can help them structure the problem into smaller parts. 1.2s analyze, explain and model the structure of numeration systems and, in particular, the role of place value and zero in the base ten system; 1.6s analyze and describe relationships among number properties, operations, and algorithms involving the four basic operations with whole and rational numbers; 1.10s describe ideas from number theory (e.g., prime numbers, composite numbers, greatest common factors) as they apply to whole numbers, integers, and rational numbers and use these ideas in problem situations; 1.12s apply place value and other number properties to develop techniques of mental mathematics and computational estimation. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas; 5.6s provide convincing arguments or proofs for mathematical theorems. 5.21s translate mathematical statements among developmentally appropriate language, standard English, mathematical language, and symbolic mathematics; 5.24s use the language of mathematics as a precise means of expressing mathematical ideas. The State Board for Educator Certification mathematics standards for early childhood–4, 4–8, and 8–12, with associated knowledge and skills statements, may be referenced on the web at 1 www.sbec.state.tx.us/SBECOnline/standtest/ standards/ec4math.pdf; www.sbec.state.tx.us/SBECOnline/standtest/ standards/4-8math.pdf; and www.sbec.state.tx.us/SBECOnline/standtest/ standards/8-12math.pdf. Cuisenaire Rods are manipulatives, originally invented by Georges Cuisenaire, that can be used to help K–6 students learn mathematics. 2 40 – Early childhood–grade 4 teacher tasks S3MTP • Chapter 2 1) In thinking about “evenness” and “oddness,” what method do we typically use to determine whether a quantity written in our base ten system is even or odd without having to divide by two and check the remainder? EXTENSION IDEA To which other bases can the even/odd algorithms for base ten and base five be generalized? Describe how. Note: This task probes for student understanding of the reasons why each of the two algorithms works in its given base—two being a factor of the base in the first case, and a factor of one less than the base in the second. This question places the problem in familiar territory. 2) Does this base ten procedure work in base five? Why or why not? Students begin to try examples here, a helpful approach when beginning to develop a new method. 3) Make a list of even numbers and a list of odd numbers written in base five. This prompting helps students with their initial exploration. 4) Try to find a new algorithm for determining whether a quantity expressed in base five is even or odd which does not involve performing a division calculation or converting the quantity to base ten and using our base ten algorithm. Look for a pattern in your list of base five numbers. Experiment with different strategies. Once you think you have found an algorithm that works, test the algorithm a reasonable number of times. ASSESSMENT Grading student performance on a problem such as the one described above can be a daunting task; creating a rubric to use in grading can make the task more manageable. The following rubric has been used in grading a similar assignment. This rubric is organized around a 4-point grading scheme, with each element carrying a 0.5 point value. 5) Clearly describe and demonstrate this algorithm. • Demonstrates an understanding of the task 6) Write a justification for your algorithm (i.e., prove that it will work for all numbers expressed in base five). This involves more than demonstrating ten, twenty, or even 100 cases where it works. • List—correct through 3 digits • Algorithm—correct • Algorithm—clear • Algorithm—demonstrated • Justification—reasonable attempt • Justification—complete • Other—at discretion of the grader Steps 5) and 6) separate the proof from the description of the algorithm. Both proof and description are difficult and complicated for students, so it may help to distinguish them explicitly. The issue surfaces here that examples do not constitute a proof; this is often difficult for students to grasp. Development of the algorithm typically follows the common problem-solving process of exploring via examples, identifying patterns, and justifying the conjecture. Early childhood–grade 4 teacher tasks – 41 S3MTP • Chapter 2 Part of the goal of mathematics courses for prospective teachers is to familiarize them with the “anatomy” of a problem. Multiple experiences with problem solutions that follow the above process (a gradual tightening of focus) provide them with a robust model from which to approach future problems. Understanding that there are multiple correct algorithms for certain problems provides an opportunity to consider whether different approaches are equivalent. There are several ways that students might formulate an algorithm for determining “evenness” and “oddness” in base five. Regardless of the nature of their algorithm, it is somewhat surprising to most students that to make a correct determination, they must consider digits other than the units digit. Some will base their determination on whether the sum of the digits is even or odd. Others recognize that a mere consideration of the number of odd digits is sufficient. Justifications can take many forms, even reaching back to students’ first concrete experiences with representing numbers in bases other than ten. Given enough time, most students will discover an algorithm that works in general; a justification for why their algorithm works, however, may be much more elusive. An exemplary justification, given by a student named Monica, is grounded in the use of base five manipulatives (unit block, long, flat, and large cube) to represent the first four place values in base five. Monica’s Proof—A “Sum of the Digits” Algorithm Preliminary exploration—Consider the following base five representations: continued on next page 42 – Early childhood–grade 4 teacher tasks S3MTP • Chapter 2 Observe that the sum of the digits of a base five number simply represents the number of manipulatives needed to represent the given base five quantity. Since each block (i.e., each place value) represents an odd quantity, summing the digits is synonymous with counting a group of odd numbers whose sum is the original base five quantity. It follows that an odd number of manipulatives represents an odd quantity (i.e., an odd number of odd addends yields an odd sum) and an even number of manipulatives represents an even quantity (i.e., an even number of odd addends yields an even sum). Of course, Monica’s proof is only one of many ways that students could achieve an adequate, even exemplary, justification. Early childhood–grade 4 teacher tasks – 43 S3MTP • Chapter 2 SECTION 2.2 EC–GRADE 4 TEACHER TASK: PATTERNS, GEOMETRY AND ALGEBRA: PAINTING THE CUBE A large, cubical space station is to be constructed using smaller cubical modules. Every module wall that becomes an exterior wall requires special shielding. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades EC–4 Teacher Skills • If the space station is built using 3 modules in each dimension, how many of the 27 modules will require no shielding at all? How many will require shielding on one side? Two sides? Three sides? More? The beginning teacher of mathematics is able to: • Using n modules on a side, how many modules will require no shielding? How many will require shielding on one side? Two sides? Three sides? More? 2.2s formulate implicit and explicit rules to describe and construct sequences verbally, numerically, graphically, and symbolically; Supporting Discussion The above space station scenario grounds the following (somewhat more abstract) mathematical task in a possible real-world application. Below, the large cube corresponds to the space station, the smaller unit cubes correspond to the station’s cubical modules, and the paint corresponds to the shielding required on the space station’s exterior walls. Take an n by n by n cube made up of smaller unit cubes, and paint all the exposed faces. When you decompose the large cube into the component cubes, how many of the smaller cubes will have paint on 0 faces? 1 face? 2 faces? 3 faces? More? Mathematically, these tasks address algebraic patterns and functions, the relation between algebra and geometry/measurement, rates of change, and spatial and inductive reasoning. Students may need some structuring questions to facilitate their investigation. For example, they may consider a 2 x 2 x 2 module space station, then a 3 x 3 x 3 module space station. As they answer the associated questions, they can observe patterns by gathering their data in tables. 44 – Early childhood–grade 4 teacher tasks 2.1s use inductive reasoning to identify, extend, and create patterns using concrete models, figures, numbers, and algebraic expressions; 2.3s illustrate concepts of relations and functions using concrete models, tables, graphs, and symbolic expressions; 2.4s apply relations and functions to represent mathematical and real-world situations; 2.5s translate problem-solving situations into expressions and equations involving variables and unknowns; 2.6s model and solve problems, including proportion problems, using concrete, numeric, tabular, graphic, and algebraic methods. SBEC STANDARD V. MATHEMATICAL PROCESSES Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas; 5.9s use physical and numerical models to represent a given problem or mathematical procedure; 5.15s explore problems using verbal, graphical, numerical, physical, and algebraic representations; 5.21s translate mathematical statements among developmentally appropriate language, standard English, mathematical language, and symbolic mathematics. S3MTP • Chapter 2 Students tend to approach this task by building concrete models using manipulatives. As students consider larger space stations, the increasing tedium of constructing larger models by hand encourages them to move to a more abstract view of the n x n x n module space station. Solutions to this problem commonly follow: • the learning trajectory from concrete to semiconcrete to abstract through which all learners pass; • the problem-solving process, familiar to mathematicians, of trying examples, observing patterns and rules, and developing justifications for them. ASSESSMENT A full solution should include: • the data and formulas • explanations of where each type of module appears in the space station • each component of the formulas • a discussion of why no modules will be shielded on more than three faces. After building concrete models, gathering tables of data, and identifying patterns, students move on to the development and justification of formulas, and finally to making connections to geometric ideas corresponding to each formula. It is important to allow students sufficient time in each phase (especially the first few) to develop and maintain connections among the representations used. When required to justify their steps in the process, students often develop detailed diagrams identifying “types” of modules (cubes) by color, shading or separation. EXTENSION IDEAS • Consider “cubes” of dimension other than three: first, consider an n x n square made of unit squares. How many unit squares have 0, 1, 2 or more edges “showing” on the exterior of the large square? Then consider a four-dimensional hypercube made of unit hypercubes. • Again consider an n x n x n cube made of unit cubes. Find a way to paint the unit cubes using n distinct colors, so that for each color there is a way to assemble the unit cubes into a large cube with only that color showing. These extensions generalize the problem further; parts of them are considerably more difficult than the original problem. Solutions to this task bring up connections to the geometry of polyhedra and traditional rectangular measurement formulas. Three of the formulas developed in the typical student table, below, correspond to the number of vertices (V), edges (E), and faces (F) of a cube. Three of the formulas also correspond to the standard formulas for length, area, and volume. Justifying the formulas therefore tends to raise these issues as well: Early childhood–grade 4 teacher tasks – 45 S3MTP • Chapter 2 • how to count V, E, and F, and • why we square side length to get area, and cube side length to get volume. As seen in the student table below, the formulas also involve the quantity n – 2. To explain the meaning of this expression in the context of the given situation requires a close mapping between algebraic terms and physical objects. Modules in each dimension of space station 0 sides 1 side 2 sides 3 sides Total number of modules 2 0 0 0 8 8 3 1 6 12 8 27 4 8 24 24 8 64 5 27 54 36 8 125 n �n������ ��n������ ���n����� 8 n3 Modules with exterior shielding on: Here is an excellent opportunity to talk about conservation of both volume and surface area. • Volume—showing that the four partial formulas add to n3 • Surface area—adding up the number of shielded (exposed) module faces accounted for to obtain �n� , the total surface area for a space station of side length n. The problem provides a context for a situated comparison of polynomial models of different orders (including cubic). The formulas representing vertices, edges, face interiors, and the space station’s interior are, respectively, constant, linear, quadratic, and cubic, giving students an opportunity to observe how each type of function grows, both absolutely and relative to the other functions. All four of these formulas require significant discussion to ensure student comprehension. 46 – Early childhood–grade 4 teacher tasks S3MTP • Chapter 2 SECTION 2.3 STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 1.3s demonstrate a sense of quantity and number for whole numbers, integers, rational numbers, and real numbers. SBEC Mathematics Standard III. Geometry and Measurement Grades EC–4 Teacher Skills EC–GRADE 4 TEACHER TASK: RATIONAL NUMBERS, AREA MODELS, AND FALLACIOUS REASONING: GEOBOARD EIGHTHS In one of her instructional videos, mathematics educator Marilyn Burns3 asked her students to use geoboards(each with a 5x5 array of pegs) and rubber bands to come up with as many ways as they could to demonstrate the fraction by partitioning the geoboard into 8 regions of equal area. Some of the students accomplished this task in predictable ways (as shown in example 1 below), while other students were more creative (see example 2). One pair of students came up with the third example (example 3). The beginning teacher of mathematics is able to: 3.2s develop, explain, and use formulas to find length, perimeter, area, and volume of basic geometrical figures. SBEC Mathematics Standard V. Mathematical Processes Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas; 5.4s recognize examples of fallacious reasoning; 5.5s evaluate mathematical arguments and proofs; 5.7s recognize that a mathematical problem can be solved in a variety of ways, evaluate the appropriateness of various strategies, and select an appropriate strategy for a given problem; 5.8s evaluate the reasonableness of a solution to a given problem. Marilyn Burns is an author of children’s books specializing in mathematics. Her books, workshops, and videos are used throughout the country in helping introduce the teaching of mathematics to children. 3 Suppose, in trying to justify Example 3, a student made the following claim: “All the outside segments are equal. All the inside segments are equal. If you straightened out the outside two segments of the quadrilateral, it would look like the triangle. Therefore, each of the quadrilaterals is equal to each of the triangles.” • Give an analysis regarding the correctness and validity of the students’ proposed models for and the proposed justification for the third example. Early childhood–grade 4 teacher tasks – 47 S3MTP • Chapter 2 Supporting Discussion ASSESSMENT This problem involves the use of area as a means of visualizing rational quantities, the relationship between perimeter and area (particularly whether area stays invariant among different shapes with the same perimeter), and the analysis of a mathematical argument with fallacious reasoning. Most powerfully, it requires students to identify the key concepts involved in the proposed justification for Example 3 and to distinguish between the correct original construction and the incorrect justification suggested for it. This task is appropriate either for an inclass group exploration or an out-of-class extended assignment. As for all extended assignments, a carefully designed rubric can be quite helpful in reducing the complexity of assessing responses. Evaluating the validity of the various partitions shown in the three examples provides students the opportunity to see a variety of approaches and to construct mappings among them. The key to evaluating the third example involves determining whether the unusually divided figure has “equal parts” (i.e., whether the triangles and the quadrilaterals have equal area). Reaching this determination consistently generates a great deal of variety in types of correct responses. The questions posed in this problem almost always produce new lines of reasoning from prospective EC–4 teachers. Prospective teachers will often either: • provide a rigorous demonstration of equal areas using the Pythagorean Theorem to compute the length of needed segments, or • use a more informal “cut-and-paste” approach to show that one geometric figure can be decomposed and recomposed to cover the other. Although the unusual third model does indeed partition the geoboard into eight regions of equal area, the argument proposed as justification for it is problematic in several fundamental ways. • The student correctly observes that in Example 3, the perimeters of the two shapes—the quadrilateral and the triangle—are equal, but incorrectly assumes that figures of equal perimeter must have equal area. • There is also the assumption that transformations which preserve perimeter also preserve area. The student’s argument misuses the word “equal” by failing to specify in what sense(s) the two shapes—the quadrilaterals and triangles—are “equal.” Identifying the flaw in the proposed justification requires an understanding of the relationship between perimeter and area that in some students may be underdeveloped. 48 – Early childhood–grade 4 teacher tasks A key component of a well-designed response is clear communication and coherence of the justification of all “equal parts” arguments. Careful attention must be given to evidence of students’ misconceptions regarding relationships between area and perimeter. S3MTP • Chapter 2 Few students at the EC–4 teacher certification level have had the opportunity, let alone the obligation, to rigorously evaluate mathematical arguments. The fallacious thinking in the proposed justification of Example 3 can be countered with a simple investigation of perimeter versus area. Having students build various rectangles with 100 feet of perimeter and record the respective areas that emerge can be very revealing. Early childhood–grade 4 teacher tasks – 49 S3MTP • Chapter 2 SECTION 2.4 EC–GRADE 4 TEACHER TASK: PROBABILITY: ASSESSING THE FAIRNESS OF GAMES A disagreement arose between two children playing an even/odd sum game with a pair of dice. One child, who scored a point for every odd sum rolled, argued that the other child, who scored a point for every even sum rolled, had an unfair advantage. “There are six ways to roll an even sum: 2, 4, 6, 8, 10, or 12; I can only score a point in five ways: 3, 5, 7, 9, or 11.” 1) Construct a mathematically sound argument, based on probabilistic reasoning, that either attacks or defends the fairness of the even/odd sum game described above. Base your argument on a carefully constructed definition of “fairness” in the context of playing a game. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD IV. PROBABILITY AND STATISTICS Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 4.1s investigate and answer questions by collecting, organizing, and displaying data from real-world situations; 4.5s use the concepts and principles of probability to describe the outcome of simple and compound events; 4.6s explore concepts of probability through data collection, experiments, and simulations. 2) Support your argument with both empirical results and theoretical justifications. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades EC–4 Teacher Skills Supporting Discussion This task addresses fundamental notions associated with probability in the context of analyzing the fairness of a dice game. Big ideas include considering all outcomes in a sample space, deciding whether or not outcomes are equally likely, and determining probability from both an empirical and a theoretical perspective. Before beginning the task, the class should discuss and define terms such as experiment, trial, outcome, event, equally likely, and sample space in the context of thinking about probability. There should also be some discussion regarding the distinction between theoretical and empirical means of determining probability. The notion of fairness in terms of probability is also important working terminology for this exploration. Students generally need a prompt to be very explicit in their probabilistic descriptions of what it means for a game to be “fair.” Most prospective EC–4 level teachers have had some experience with probability, yet few have a good working definition for what the probability of an outcome really represents—that is, the longrun relative frequency of that outcome. 50 – Early childhood–grade 4 teacher tasks The beginning teacher of mathematics is able to: 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas. 5.4s recognize examples of fallacious reasoning. RELATED TASK For a task that addresses the long-run relative frequency definition of probability, see the 4–8 level task, The Spicy Gumball. S3MTP • Chapter 2 EXTENSION IDEA 1 On another occasion, the two children are playing a similar even/odd game with a pair of dice; however, in this game the number of dots showing on the two dice are multiplied rather than added. Is this a fair game? Again, support your conclusion using both an empirical and a theoretical argument. *** Through experimentation, students may be surprised to find out that when multiplying the dots, an even product occurs much more often than an odd product. With the experience gained from the sum game, they should be able to generate theoretical quantifications for these disparate probabilities; however, they may still need some direction in further exploring just why it should be the case that the ratio of these probabilities should be 3:1. EXTENSION IDEA 2 Once again, two children are playing a game; however, this time they are tossing a thumbtack onto the floor, with one child scoring a point if the tack lands “point up” and the other scoring a point if the tack lands “point down.” Is this game fair? Support your argument in whatever way you deem necessary and appropriate. Through empirical explorations, students are able to appreciate the often overlooked connections between probability and statistics, particular in the context of teaching probability and statistics in grades EC–4. Often, discussions will arise concerning how much data is “enough,” or what kind of simulation is appropriate. Technological simulations (such as those available on certain graphing calculators) expedite a time-consuming process of data collection. Through this exploration, students can become more fluent with terminology associated with a probabilistic setting. Ultimately, one of the students’ key observations should be that the outcomes in the sample space of an experiment can often be listed in multiple ways; however, it is not always the case that the outcomes listed are all equally likely. That is, it is not always the case that n outcomes in a sample space each has probability 1 n . Discussions and diagrams such as the following are often helpful: Consider the sample space {1, 2} and the following diagrams: *** For this exploration, students have no choice but to investigate the associated probabilities through empirical means. This results in the important revelation that on occasion probabilities can only be “known” (i.e., approximated) as relative frequencies based on actual experience. • Are the events 1 and 2 equally likely to occur in each situation? Several levels of sophistication are portrayed by thinking about the sample space in the context of this problem. Initially, students might think of two outcomes, even or odd, and naively � assume that the probability must be � for both. Empirical results will support this conclusion and lead them to correctly declare the game fair, but this conclusion is often based on superficial reasoning. (The “even/odd sum” dice game is indeed fair, as there is an �� probability for the sum to be odd, and an �� �� �� probability for it to be even.) Early childhood–grade 4 teacher tasks – 51 S3MTP • Chapter 2 Extension idea 1, in which the numbers of dots on the dice are multiplied, can prompt students to reconsider such superficial reasoning. They might consider the eleven outcomes specified in the problem from a theoretical perspective and discover • that these outcomes are not all equally likely (e.g., a sum of 7 is more likely than a sum of 2), and • which outcomes are more likely than others (e.g., a sum of 3 is more likely than a sum of 2). Undoing the notion that a sum of 3, like a sum of 2, can only occur in “one way” can be accomplished by constructing a chart of possible outcomes that may occur when tossing a red and a green die at the same time. 52 – Early childhood–grade 4 teacher tasks S3MTP • Chapter 2 SECTION 2.5 EC–GRADE 4 TEACHER TASK: NUMBER THEORY: THE STAMPS PROBLEM STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS 1) Suppose you have an unlimited supply of 4-cent stamps and 9-cent stamps. What amounts of postage can’t you make? Grades EC–4 Teacher Skills 2) What amounts of postage can’t you make with an unlimited supply of 9-cent stamps and 21-cent stamps? The beginning teacher of mathematics is able to: 1.10s describe ideas from number theory (e.g., prime numbers, composite numbers, greatest common factors) as they apply to whole numbers, integers, and rational numbers and use these ideas in problem situations. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 2.1s use inductive reasoning to identify, extend, and create patterns using concrete models, figures, numbers, and algebraic expressions; 2.2s formulate implicit and explicit rules to describe and construct sequences verbally, numerically, graphically, and symbolically; 2.6s model and solve problems, including proportion problems, using concrete, numeric, tabular, graphic, and algebraic methods. 3) In general, what amounts can and cannot be made with an unlimited supply of a-cent stamps and b-cent stamps? Supporting Discussion This problem, well known within elementary number theory, involves concepts of prime, relatively prime, representation, algebra, conjecture, and proof. It not only makes tangible the meaning of relatively prime but challenges students to develop efficient recording procedures, and to construct and validate conjectures. As students are often likely to conjecture without validating, discussions involving conjecture and proof will surface. Structuring the problem with particular examples helps students understand the nature of the general problem. Although this problem is often stated quite succinctly in traditional number theory texts, a full understanding of the problem can be elusive for prospective EC–4 teachers because of its abstraction. Therefore, guiding questions such as 1) and 2) in the task are important in helping the student understand and prepare to respond to the general problem. Organizing and recording data in a useful form is a critical first step to solving this problem. Here, students approach the problem by recording data and then looking for patterns—a daunting task. The first hurdle is the organization of data. Students usually develop some kind of tabular representation that builds one or more of the stamp denominations into its structure. They often use either: Early childhood–grade 4 teacher tasks – 53 S3MTP • Chapter 2 • a table that lists all amounts of postage that can be made (increasing by one stamp denomination across to the right and by the other denomination in a column downward), or • a table that lists all possible postage amounts (using one of the denominations as the row length) and marks those that can be made by the given stamps. Of course, these tables are theoretically infinite, and students must find an appropriate place to stop writing numbers and to develop justifications for extending their results to all the (larger) numbers not included in the table. Solving the general problem requires abstract reasoning. Once they have resolved the first two questions in the task, students must identify the reason for the underlying difference between the two answers (the GCF(a,b)). The first question has a short answer (only 12 amounts can’t be made), while the answer to the second question results in an infinite list. In order to generalize their results in the third question, students must state results in terms of a, b and GCF(a,b). Perhaps the most difficult result to generalize is the point past which all multiples of GCF(a,b) can be made. Commonly, students will conjecture that the point occurs before LCM(a,b). With sufficient time and prompting they may discover that the last multiple of GCF(a,b) that cannot be made is: • ab – a – b (in the relatively prime case) SOLUTION NOTE 1) The only amounts that cannot be made with 4-cent stamps and 9-cent stamps are 1, 2, 3, 5, 6, 7, 10, 11, 14, 15, 19 and 23 cents. 2) With 9-cent and 21-cent stamps, you cannot make 3, 6, 12, 15, 24 or 33 cents, nor can you make any amount that is not a multiple of 3[the GCF(9,21)]. 3) In general, you can only make multiples of the GCF(a,b), and the last such multiple that cannot be made is LCM(a,b)-a-b. For the case where a and b are relatively prime, the justification for the result can follow very quickly from appropriate use of the tabular representations developed for the first two problems. For the type of table which lists only “makable” amounts, justifications use “chains” of consecutive integers forming a diagonal pattern in the table; for the type of table which lists all amounts and marks the “makable” amounts, justifications focus on marking one number in each column (if the row length is one of the stamp denominations, then any number in the same column as, and below, a marked number, will also be marked). ASSESSMENT The third question of the task contains an embedded assessment for the problem, in that it brings out the ability to state conclusions in general terms. For a homework assignment or on a test, many simple applications of this problem can be devised for specific values of a and b. • LCM(a,b) – a – b (in the general case) Even then, students may find it difficult to validate their conjecture(s). While proof is an important part of doing mathematics, this particular problem situation provides an important opportunity to discuss what to do with a problem when you either cannot find an exact expression for an answer, or cannot justify the formula you develop. It also provides an opportunity to talk about the distinction between a proven answer and a conjecture, a distinction few students will have explored by this point in their education. 54 – Early childhood–grade 4 teacher tasks EXTENSION IDEA The Chicken Nuggets Problem. If chicken nuggets are sold in boxes of 6, 9 and 20, what is the largest number of chicken nuggets you can’t buy? Here one must keep track of numbers that are combinations of all three; doing so requires significant extensions of the methods developed in the Stamps Problem. S3MTP • Chapter 2 SECTION 2.6 EC–GRADE 4 TEACHER TASK: GEOMETRY AND MEASUREMENT: TILING A ROUND PATIO STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD III. GEOMETRY AND MEASUREMENT Suppose we have a round patio 10 feet in diameter, which we want to tile. The tiles we have are square, and we want to cover as much of the patio as possible without breaking tiles, overlapping tiles, or having parts of tiles hang over the edge of the patio. Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 3.1s extend the understanding of shape in terms of dimension, direction, orientation, perspective, and relationship among these concepts; 1) What is the least amount of area that can be left untiled if we use tiles measuring 1 foot on a side? Show your tiling arrangement. 3.6s identify attributes to be measured, quantify the attributes by selecting and using appropriate units, and communicate information about the attributes using the unit measure. 2) What is the least amount of area that can be left untiled if we use tiles measuring foot on a side? Show your tiling arrangement. 3) Repeat the question for tiles measuring foot on a side and for tiles measuring foot on a side. What generalization can you make about the area left untiled as a function of tile side length? SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 2.1s use inductive reasoning to identify, extend, and create patterns using concrete models, figures, numbers, and algebraic expressions; 2.3s illustrate concepts of relations and functions using concrete models, tables, graphs, and symbolic expressions; 2.4s apply relations and functions to represent mathematical and real-world situations. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades EC–4 Teacher Skills The beginning teacher of mathematics is able to: 5.9s use physical and numerical models to represent a given problem or mathematical procedure. Supporting Discussion This task explores fundamental notions of area in geometry and measurement, connecting geometry to algebra. The search for patterns and for generalizations about the untiled area when decreasing the side length of the square tiles provides an informal look at the notion of limit. All too often, prospective EC–4 teachers view area as the number you calculate when replacing symbols in an appropriate formula, rather than as a measure of the covering for a two-dimensional region. Students need experiences using and arranging objects (units) that cover a given two-dimensional region in order to calculate the area of that region. It is also helpful to have them approximate the area of an irregular shape, perhaps the “map” of a lake, using a rectangle approximation method with rectangles that vary in width from one map to another. Early childhood–grade 4 teacher tasks – 55 S3MTP • Chapter 2 CONNECTION TO THE CLASSROOM A popular activity involves having students trace either their hand or foot, or a leaf on a piece of square grid paper. Then their teacher asks them first to estimate, then measure, the area taken up by the shape. There is an obvious inclination to find a more efficient way to count than one by one. Some students naturally invent their own rectangle approximation method to expedite the process. From the lake “maps,” students begin to see not only how decreasing the width of the rectangles used decreases the difference between the overestimate and the underestimate of the area but also how the smaller rectangle width (and in fact each smaller width) results in a more reliable approximation of area. In completing this task, students are forced to engage in a covering process in the context of tiling a patio, and to encounter the problem that the objects used will never cover the region entirely. One issue not readily apparent, that quickly arises in this problem, is that the answer (the least amount of untiled area) depends on the arrangement of tiles. Discussion questions may include: • Should we arrange the tiles on a square grid? • Can we leave less area untiled by tiling in nonaligned rows? • Where should we start tiling? Ultimately, students must talk about the dependence of untiled area on tile size. It may be problematic for students to find that direct relationship (between the amount of patio left untiled and the tile size) and quantitatively identify it. The idea of successively closer approximations to areas of irregular shapes is a notion fundamental to the Riemannian development of the definite integral, as well as to a true understanding of measuring area. Students are asked here to determine the errors in their successive approximations to the area of a circle. Of course, one goal is for them to recognize that the errors are decreasing toward zero 56 – Early childhood–grade 4 teacher tasks SOLUTION NOTES 1) A complete answer should include not only a quantitative description of the relationship between untiled area and tile size, but also some attempt to justify why a given tiling arrangement is optimal for a given tile size. 2) More important than finding (and proving) the optimal tiling at each stage is the relationship between tile size and the untiled area. For the first question, superimposing the circle on a square grid with the center at a vertex will allow 60 tiles to fit within the circle (untiled area 25π– 60 square feet). Superimposing the circle on a square grid with the center of the circle at the center of a square will allow 61 tiles. S3MTP • Chapter 2 as the size of the tiles becomes smaller and smaller. However, it is a nice connection to notice that the total covering of the tiles is nearing 25π, the area of the circle, as the size of the tiles becomes smaller and smaller. Observing the trend in the tiled and the untiled areas as the tile size becomes smaller and smaller is in fact the idea of limit. Early childhood–grade 4 teacher tasks – 57 S3MTP • Chapter 2 58 – Early childhood–grade 4 teacher tasks Chapter 3 GRADES 4–8 TEACHER TASKS —————————— Teachers of grades 4–8 need a deep understanding of the mathematics central to the early grades (early childhood–4), but they also need a broader preparation than does the teacher of elementary grades. They must develop mathematical sophistication that allows them not only to support their students in building mathematical understanding but also to teach the mathematics that is central to the secondary curricula. Thus, the preparation of prospective grades 4–8 teachers involves some overlap with that for EC–4 teachers but broadens it to include an extended focus on proportional reasoning, variables and relations, algebraic thinking, and critical reasoning. There is a national need for mathematics courses that address 4–8-level teacher content knowledge in a manner consistent with state and national recommendations and certification standards. For this reason, we have provided tasks that clarify several key knowledge and skills objectives from the State Board for Educator Certification mathematics standards. Those targeted objectives say that teachers of grades 4–8 should be able to: • Use connections between algebra and geometry to solve a variety of problems, and provide appropriate justifications for the manipulation and equivalence of algebraic expressions; • Use functions and relations to model and solve problems and communicate mathematical ideas; • Use concrete, verbal, numerical, tabular, graphical, and algebraic methods, as well as a variety of tools and appropriate technology, to solve problems and communicate ideas; S3MTP • Chapter 3 • Use concepts of calculus to analyze properties of functions and to answer questions about areas, volumes, and rates of change; • Explore geometric relationships, developing and proving conjectures; • Investigate real-world problems by designing, conducting, and analyzing statistical experiments, then interpreting the results using concepts of probability and appropriate statistical measures; • Use knowledge about the history of mathematics to support student understanding of important concepts; and • Provide convincing justification for mathematical theorems. It is assumed that before investigating the tasks described in this chapter, students will have had experiences similar to those for prospective teachers of grades EC–4 (such as those in chapters 1 and 2). Chapter 3 includes six tasks: • Polynomial Functions: Modeling Area and Volume; • Geometry and Measurement: Pythagorean Relationships; • Measures of Central Tendency and Spread: Designing Data; • The Distributive Property: Patterns in Powers; • Geometry, Measurement, and Modeling: The Paper Stacking Problem; and • Probability and Statistics: The Spicy Gumball. Although each task has a particular content focus, we intend that prospective teachers make important connections between these content strands. This chart (also included in the preface to this book) suggests some possible courses for which these tasks might be appropriate. 60 – Grades 4–8 teacher tasks S3MTP • Chapter 3 Task Correlation Guide 3: Tasks for grades 4–8 teacher certification level S3MTP Tasks for Grades 4–8 Teacher Certification Level Courses where task may be most appropriate Polynomial Functions: Modeling Area and Volume College Algebra, College Algebra for Preservice Teachers, Precalculus, Calculus Geometry and Measurement: Pythagorean Relationships Geometry, College Algebra, Precalculus, and/or a standard “proofs” course Measures of Central Tendency and Spread: Designing Data Probability and Statistics course for preservice elementary teachers, Statistics The Distributive Property: Patterns in Powers Foundations of Arithmetic course for preservice elementary teachers, problem solving for preservice elementary teachers Geometry, Measurement, and Modeling: The Paper Stacking Problem Geometry and Measurement course for preservice teachers, College Algebra, Precalculus Probability and Statistics: The Spicy Gumball Geometry and Measurement course for preservice teachers, Statistics Grades 4–8 teacher tasks – 61 S3MTP • Chapter 3 SECTION 3.1 GRADES 4–8 TEACHER TASK POLYNOMIAL FUNCTIONS: MODELING AREA AND VOLUME Dog Pen Problem (area): Suppose you have 100 meters of fencing to build a pen for your dog named Cooper. You would like to build a rectangular pen that provides Cooper with the maximum living space. Make a conjecture about the rectangular shape that will provide the maximum living space and explain your thinking. Then determine a function that models this situation and use it to determine the optimal dimensions of the pen. Think about what values of the domain yield a meaningful solution for the real-world problem. Compare your solutions to your original conjecture and explain any differences. Candy Box Problem (volume): Suppose you are teaching and your class wants to purchase sacks to hold Valentine candy so that they can distribute the candy to younger children. You decide to turn this activity into a volume lesson, so you change the design of the “sack” to be a “box” instead. You instruct the class to use sheets of construction paper measuring 8.5 inches by 11 inches and to make square cuts in each corner and fold and tape to form a box. The class wants to know what size cut will yield the maximum volume (we all like the most candy we can get!). Approach this problem using a similar process (conjecture, determining a function/model, etc.) to that used in the Dog Pen problem. Supporting Discussion STATE BOARD FOR EDUCATOR CERTIFICATION STANDARD III. 1 GEOMETRY AND MEASUREMENT Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 3.14s relate geometry to algebra and trigonometry by using the Cartesian coordinate system and use this relationship to solve problems; and 3.15s use calculus concepts to answer questions about rates of change, areas, volumes, and properties of functions and their graphs. SBEC STANDARD II. PATTERNS AND ALGEBRA Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 2.10s use linear and nonlinear functions and relations, including polynomial, absolute value, trigonometric, rational, radical, exponential, logarithmic, and piecewise functions, to model problems; 2.11s use a variety of representations and methods (e.g., numerical methods, tables, graphs, algebraic techniques) to solve linear and nonlinear equations, inequalities, and systems; 2.12s use transformations to illustrate properties of functions and relations and to solve problems; 2.13s give appropriate justification of the manipulation of algebraic expressions, equations, and inequalities. Pattern observation and recognition are fundamental to the study of mathematics. As we study functions, we often move away from the study of a particular function to the study of patterns and properties peculiar to all members of a given family of functions. The Dog Pen and Candy Box investigation invites students to use algebraic functions to model and solve problems created by real- 62 – Grades 4–8 teacher tasks The State Board for Educator Certification mathematics standards for early childhood–4, 4–8, and 8–12, with associated knowledge and skills statements, may be referenced on the web at www.sbec.state.tx.us/SBECOnline/standtest/ standards/ec4math.pdf; www.sbec.state.tx.us/ SBECOnline/standtest/standards/4-8math.pdf; and www.sbec.state.tx.us/SBECOnline/standtest/ standards/8-12math.pdf. 1 S3MTP • Chapter 3 world situations. Here, prospective teachers first investigate the quadratic family and then, the cubic family. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES. Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 5.7s recognize that a mathematical problem can be solved in a variety of ways, evaluate the appropriateness of various strategies, and select an appropriate strategy for a given problem; 5.15s explore problems using verbal, graphical, numerical, physical, and algebraic representations; 5.16s recognize and use multiple representations of a mathematical concept (e.g., a point and its coordinates, the area of a circle as a quadratic function in r, probability as a ratio of two areas). 5.17s apply mathematical methods to analyze practical situations; 5.24s use the language of mathematics as a precise means of expressing mathematical ideas. HISTORICAL NOTE From the ancient Greeks we adopt the visual representation for completing the square using tiles. Today, we use algebra tiles to build area models in which we can demonstrate squares of binomials and square trinomials. We can use such models to complete the square and solve quadratic equations. Solving these problems should include not only a discussion of modeling using algebraic functions, but also an application of analytical and graphical approaches to find a solution. Prospective teachers may be encouraged to use techniques from calculus as well. As prospective teachers work through the Dog Pen problem, they may realize that though they are restricted to a rectangular pen, a circular pen might be an optimal choice for the dog. When restricted to a rectangular shape, however, they may conjecture that a square will give the greatest area. They may begin by building tables and systematically considering rectangles of different sizes, such as a 1 x 49 meter rectangle, a 10 x 40, etc., until they reach a 25 x 25 and get what seems to be a “largest” area. Therefore, they may provide an argument such as this: “A long skinny rectangle doesn’t have very much area, so the sides shouldn’t be very different in length. In fact, maybe if the sides are the same, we will get the most area.” For prospective teachers who have not seen a problem like this one before, it usually takes a while to find a function that represents the area of the pen—namely, if x represents the length of one side, then the area is given by ������������� . This function representation provides a nice opportunity to discuss the domain and range of the real-valued function as opposed to the real-world situation. Most prospective teachers will arrive at this function by drawing a figure. One very common error they tend to make is failing to define their variables; another is to write ������������� for the area. A nice review of completing the square is also meaningful here. This skill is useful for those who do not have a calculus background and will assist them in finding the maximum function value. The algebra involved in completing the square is sometimes elusive and is a skill that is often forgotten due to lack of use. When using graphing calculators, the usefulness of the trace and zoom features emerge during class discussion. Although the graphing calculator approach makes exploration of the graph relatively easy, making the connection between “maximum area” and “highest point on the graph of the area function” often needs further discussion. Grades 4–8 teacher tasks – 63 S3MTP • Chapter 3 Proposed solutions to the Dog Pen problem extension questions will vary widely. Some students will try a circular pen because that is a simple shape, but they may need a little direction in computing the area knowing only the circumference. It may occur to others to try a triangle, hexagon, or octagon; those who try all three may be led to the idea of a circle. The typical reaction to doubling the amount of fencing is to say, “of course you will enclose twice as much area!” and investigate no further. These questions provide students with an opportunity to learn that what seems “obvious” may not be true. Analyzing the dog pen with only three sides of fencing may seem straightforward after having successfully explored the original Dog Pen problem. However, rich discussions can arise if students are asked to explain the significance of the shape of the new pen. The Candy Box problem adds significantly to the difficulty level, as it now requires the prospective teacher to model a three-dimensional situation in two dimensions. Individual, group, and class participation on the Candy Box problem might include: DOG PEN PROBLEM EXTENSION • Developing a table of values to record the size of the square cut in the corner of the paper, as well as the dimensions and volume of the box formed; • Writing an algebraic expression for the volume, V, in terms of the size of the cut, x; • Using a graphing calculator to graph the equation and trace along the curve to find the best cut to yield maximum volume; • Determining why the curve is “smooth” rather than a collection of isolated points like those generated in the table of values; • Determining which part of the graph is applicable to this real-world problem; • Explaining how the graph allows the consideration of smaller cuts in order to better approximate the size of the optimal cut; • Using the table-building feature of a graphing calculator to consider smaller cuts; and 64 – Grades 4–8 teacher tasks Suppose you were not restricted to a rectangular pen. • Would you be able to use the 100 meters of fencing to enclose a larger area? Consider pens in the form of a regular hexagon and a regular octagon. • If you doubled the amount of fencing, could you enclose twice as much area? • Suppose the rectangular plot runs along a building so that you need to fence only three sides using 100 meters of fencing. What dimensions will now yield a maximum area? ASSESSMENT The Dog Pen and Candy Box problems expose many common pitfalls for prospective teachers–incuding analytical, graphical, and algebraic. Assessment might include an analysis of whether they avoided these pitfalls or to what extent they were able to manage the problems with the mathematical tools they had available. The Dog Pen Problem extension also requires some creativity in examining nonrectangular pens and presents a nice review of geometric ideas. S3MTP • Chapter 3 • Applying calculus principles to determine maximum volume. Prospective teachers may simply graph and trace for the maximum function value within an acceptable domain and range. They may also use concepts of calculus including derivatives and/or critical points in locating relative maxima and minima, thus providing an excellent opportunity to use techniques different from the algebraic ones used in the Dog Pen Problem. Grades 4–8 teacher tasks – 65 S3MTP • Chapter 3 SECTION 3.2 GRADES 4–8 TEACHER TASK GEOMETRY AND MEASUREMENT: PYTHAGOREAN RELATIONSHIPS Using dynamic geometry software, first construct a right triangle. Then: 2 1) Construct equilateral triangles on each leg and on the hypotenuse of the right triangle. 2) Use the measure feature of the software to calculate the areas of the constructed equilateral triangles. Explore the relationships between these areas and make a conjecture. 3) Using algebraic techniques, verify or construct a proof for the conjecture. 4) Repeat the process described in steps 1–3 using regular hexagons; that is, measure the areas of regular hexagons constructed on each side of the right triangle, make conjectures, and verify or construct a proof of the conjectures. 5) Finally, repeat the process described in steps 1–3 using semicircles. The sides of the triangle will serve as the diameters for the semicircles. STATE BOARD FOR EDUCATOR CERTIFICATION STANDARD III. GEOMETRY AND MEASUREMENT Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 3.8s develop, justify, and perform geometric constructions using compass, straight-edge, and reflection devices and other appropriate technology; 3.9s investigate and prove geometric relationships within the axiomatic structure of Euclidean geometry; 3.10s analyze and solve problems involving one-, two-, and three-dimensional objects such as lines, angles, circles, triangles, polygons, cylinders, prisms, and spheres. SBEC STANDARD V. MATHEMATICAL PROCESSES Grades 4–8 Teacher Skills Supporting Discussion This task involves the basic ideas of measurement in connection with a right triangle. The students will need to use algebraic manipulations and proof techniques to verify whether any conjectured relationships hold. It is important that prospective teachers of middle grade students be fluent in the processes of mathematical inquiry—especially when dealing with geometric properties and relationships. It is also important that teachers experience discovery and proof for themselves so they can better model the process of conjecture and justification for their students. Prospective teachers will first observe the difference between “drawing” and “constructing” using the dynamic software. After constructing the shapes on the legs and hypotenuse of the right triangle, they tend to look for the area measurements and will observe that the sum of the areas of the triangles constructed on the legs of the right triangle is equal to the area of the triangle 66 – Grades 4–8 teacher tasks The beginning teacher of mathematics is able to: 5.6s provide convincing arguments or proofs for mathematical theorems. NOTE Determining the difference between “drawing” and “constructing” is not a simple idea. Experiences with dynamic geometry software can help prospective teachers deepen their understanding. They may begin by comparing use of the “draw” tool to the “construct” option to discover that constructing and drawing are quite different, although the same design can be produced with each. See, for example, The Geometer’s Sketchpad (for more information, see www.keypress.com/ sketchpad) or Cabri Geometry (for more information, see www.cabri.com/en). 2 S3MTP • Chapter 3 constructed on the hypotenuse. They will notice the same to be true for regular hexagons and semicircles. Showing this result algebraically involves generalizing the areas of the shapes, based on legs a and b and hypotenuse c of the original right triangle. SBEC STANDARD VII. MATHEMATICAL LEARNING AND INSTRUCTION Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 7.8s use a variety of tools, including, but not limited to, rulers, protractors, scales, stopwatches, measuring containers, money, calculators, and software, to strengthen comprehension and understanding; 7.18s use mathematics labs, simulations, open-ended investigations, research projects, and other activities when appropriate to guide students’ learning; 7.19s apply appropriate technology to promote mathematical learning. Students often have great difficulty understanding the essence of proof. In this case, students often make the following errors. • Students make conjectures based on observed measurements and then determine that the proof is complete. • Lacking understanding that a geometric interpretation of the Pythagorean Theorem is a statement about areas of squares, they try to use the Pythagorean Theorem directly to justify their conjectures about the areas of other regular shapes. Solution strategies often result in constructions similar to the following diagrams. In each figure below, triangle ABC is a right triangle with right angle at C. In each figure, notice that the sum of the areas of the figures constructed on the legs is equal to the area of the figure constructed on the hypotenuse. Grades 4–8 teacher tasks – 67 S3MTP • Chapter 3 Area ∆ BDC = 4.46 cm2 Area ∆ CEA = 11.08 cm2 Area ∆ AFB = 15.54 cm2 ((Area ∆ BDC) + (Area ∆ CEA)) - (Area ∆ AFB) = 0.00 cm2 A F E C B D Figure 1 SBEC STANDARD VI. MATHEMATICAL PERSPECTIVES Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 6.1s use key events and knowledge of specific individuals throughout the history of mathematics to illustrate age-appropriate mathematical concepts; 6.4s use historic mathematical problems as a tool for assessing the mathematical knowledge of a particular period or culture. 68 – Grades 4–8 teacher tasks S3MTP • Chapter 3 In the figure below, the area measurements refer to the hexagons constructed on the sides of triangle ABC. Area BCGFED = 3.28 cm2 Area AHIJKC = 14.11 cm2 Area BPNMLA = 17.40 cm2 ((Area BCGFED) + (Area AHIJKC)) - (Area BPNMLA) = 0.00 cm2 E F K G D B J N I A H ASSESSMENT It is advantageous to have students work in pairs to construct the drawings and the algebraic proof that supports the observed results. A scoring rubric for this task might include criteria such as: P C Figure 2 L M • Appropriate use of geometric formulas • Accuracy of constructions • Proper examples (numerical results) • Overall organization of results • An individual assessment of the student’s understanding in the form of a separate construction and verification. Grades 4–8 teacher tasks – 69 S3MTP • Chapter 3 In Figure 3, the labels A1, A2, and A3 refer to the semicircles constructed on the sides of triangle ABC. Area A1 = 12.44 cm2 Area A2 = 3.55 cm2 Area A3 = 15.99 cm2 ((Area A1) + (Area A2)) - (Area A3) = 0.00 cm2 A3 B A2 A C A1 Figure 3 HISTORICAL NOTE Prospective teachers often report in the form of a conjecture. “Here is my conjecture: If similar figures are constructed on the three sides of a right triangle, then the sum of the areas on the legs is equal to the area on the hypotenuse.” However, the instructions call for a more complete explanation in the form of a verification or proof (depending on the level of the student). Students typically begin proving their conjectures by expressing the areas of each shape in general form and then verifying that the sum of the areas of the shapes on the legs does equal the area of the shape on the hypotenuse. For example, in the case of the semicircles, students will make an argument similar to the one described below. The sum of the areas of the two smaller semicircles may be written as � � � ��π���� �� � ��� � ��π���� �� � ���π ������ � ����� �� � � � � � ����� ����� 70 – Grades 4–8 teacher tasks Pythagoras (c.585–c.497 B.C.E.) was a Greek mathematician best known for the theorem that bears his name. However, most historians doubt that Pythagoras was the first to discover the theorem. In fact, tablets uncovered reveal that the Babylonians were aware of this right triangle result for specific triangles at least 1000 years earlier. S3MTP • Chapter 3 The area of the largest semicircle is Then using the fact that AC2 + BC2 = AB2 (Pythagorean Theorem), they conclude that the two area expressions are equal. For other regular shapes, students proceed in a similar manner. A more sophisticated proof involves the notion of proportionality. Once students have given proofs for several different specific types of regular shapes, they may be encouraged to think more generally. It is important for prospective teachers to recall that because the figures are all similar, their linear dimensions are proportional and their areas vary as the square of that proportion. Then a more general proof based on the idea of proportionality would be similar to the following argument. If we call the figure on AC , “F,” the figure on �� , “G,” and the figure on AB , “H,” with areas f, g, and h, respectively, then, using the constants of proportionality between the linear dimensions of figures F and H, and figures G and H, respectively, we �� have that �� � � ����� and �� � � Then . Grades 4–8 teacher tasks – 71 S3MTP • Chapter 3 SECTION 3.3 GRADES 4–8 TEACHER TASK MEASURES OF CENTRAL TENDENCY AND SPREAD: DESIGNING DATA 1) Design two sets of data to represent grades on Test 1 of two different classes of a freshman mathematics course. Each class has 25 students. The mean of Class A is 75, the mode is 71, and the median is 74. The mean of Class B is 79, the mode, 69, and the median, 75. • For each set of data, calculate the range, variance, and standard deviation. • Create a double stem-and-leaf plot and a double-box plot to display your data for both classes. 2) Add 5 to each data value in Class A. Then calculate the mean, mode, median, range, variance, and standard deviation. Note the manner and amount of change in each measure. • Make some general observations about what you expect to happen when each data value is increased (or decreased) by a fixed amount. 3) Compare the following method of “curving” to the results in step 2) above: multiply each score by 100/95. Then calculate the mean, mode, median, range, variance, and standard deviation. Note the manner and amount of change in each measure. • • Which measures were more affected by this method of “curving” than by adding a constant value of 5? Which were less affected? When might this method of “curving” be appropriate? What is the significance of the fraction 100/95? 4) Decrease each data value in Class B by 10%. Calculate the mean, mode, median, range, variance, and standard deviation. Note the manner and amount of change in each measure. • Make some general observations about what you expect to happen when each data value is decreased (or increased) by a fixed percentage. 72 – Grades 4–8 teacher tasks STATE BOARD FOR EDUCATOR CERTIFICATION STANDARD V. MATHEMATICAL PROCESSES Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 5.11s investigate and explore problems that have multiple solutions. SBEC STANDARD IV. PROBABILITY AND STATISTICS Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 4.11s develop and justify concepts and measures of central tendency (e.g., mean, median, mode) and dispersion (e.g., range, interquartile range, variance, standard deviation) and use those measures to describe a set of data; 4.12s calculate and interpret percentiles and quartiles. SBEC STANDARD VII. MATHEMATICAL LEARNING AND INSTRUCTION Grades 4–8 Teacher Knowledge The beginning teacher of mathematics knows and understands: 7.5k the process by which students construct mathematical knowledge; 7.8k how individual and group instruction can promote learning and create a learning environment that actively engages students in learning and encourages self-motivation; 7.9k a variety of instructional methods, tools, and tasks that promote students’ confidence, curiosity, and inventiveness while using mathematics described in the TEKS. S3MTP • Chapter 3 Supporting Discussion The primary focus of this task is developing an understanding of the statistical concepts of central tendency and spread for a data set. There is also an emphasis on the visual representation of data. DISCUSSION TOPIC: WHY AVERAGE GRADES? In working with prospective teachers, it would be worthwhile to ask them to consider why they would average grades for students in their classes. Generally, teachers average grades because that is what they are instructed to do in their teacher training. Prospective teachers need to reason statistically about the mean and what it represents in their assessment of what students understand. They are often hesitant to consider the use of mode or median as an appropriate measure of student learning. Discussions similar to these can be very productive in developing mathematical concepts. ADDITIONAL TOPICS FOR DISCUSSION • Explain how the mean and the median are related in a normal distribution. • A normal curve is sometimes used in discussing a statistics principle known as the Central Limit Theorem. Consult a textbook or other resources to investigate the meaning of this theorem. Explain the meaning in your own words. • Consider the effects on a data set of increasing (or decreasing) each data point by a fixed amount or percentage. Compare these effects with the geometric impact of translations or size transformations. Data analysis represents one of the most prominent uses of mathematics in our everyday lives. Measures of the data are an important way to think about the “shape” of the data. Prospective teachers need opportunities to explore basic concepts involving statistical reasoning, with an emphasis on developing conceptual knowledge in addition to computational skill or knowledge of formulas. Prospective teachers often struggle at first with the idea of creating their own data sets with given constraints. They will develop different strategies for constructing these sets and the set-construction step may seem rather time-consuming. It is important to discuss with them the idea of modeling a data set with another data set that has the same number of data points and the same sum, a conceptual representation for the mean. Creating a visual display of the data sets will help prospective teachers make comparisons between the two sets of data and will also help them solidify ideas of central tendency as they observe the “placement” of mean and median in the stem-and-leaf plot and double-box plot. Before prospective teachers make the indicated adjustments to each data set, it is important that they take time to think about what they expect to happen when these changes are made. They will notice that when 5 is added to each data point, the mean, median and mode also each increase by 5, but the range, variance, and standard deviation remain the same. In general, when each data point is increased (or decreased) by a fixed amount, the mean, median, and mode will by affected in the same manner (increased or decreased). However, the range, variance, and standard deviation will not be affected by the increase or decrease. In contrast, when each data point of the set is changed by a constant scale factor, the mean, median, mode, range, and standard deviation are changed by that scale factor also. In general, when each data point of a set is increased (or decreased) by a fixed factor, the mean, median, mode, range, and standard deviation will each be affected in the same manner (increased or decreased by that factor). In the case of the variance, Var(aX) = a2Var(X). Grades 4–8 teacher tasks – 73 S3MTP • Chapter 3 SECTION 3.4 GRADES 4–8 TEACHER TASK THE DISTRIBUTIVE PROPERTY: PATTERNS IN POWERS 1) Consider the squares of whole numbers for which the digit in the units place is 5. Complete the table below. Number (n) Square of Number (n) 5 25 15 225 25 35 45 STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 1.17s analyze and describe relationships between number properties, operations, and algorithms for the four basic operations involving integers, rational numbers, and real numbers; 1.21s extend and generalize the operations on rationals and integers to include exponents, their operations, their properties, and their applications to the real numbers. 55 65 75 SBEC STANDARD II. PATTERNS AND ALGEBRA 85 Grades 4–8 Teacher Skills 95 The beginning teacher of mathematics is able to: 2) Look for a pattern that will help you determine a shortcut method for finding the square of the whole numbers for which the units digit is five. Explain and illustrate your method. Then extend it to see if your shortcut works for larger numbers. 3) Expand each of the numbers in the first column using powers of 10. Use the distributive property of multiplication over addition to square these numbers. Use the result to justify the method you developed in step 2). 4) Suppose we wanted to prove a similar rule for base four numbers. What would the units digit be in the numbers we want to square? Why? Develop a proof to validate your conjecture. Supporting Discussion This task involves using basic ideas of place value and expanded notation while connecting to the properties of whole number operations. 74 – Grades 4–8 teacher tasks 2.1s use inductive reasoning to identify, extend, and create patterns using concrete models, figures, numbers, and algebraic expressions; 2.8s apply all skills specified for teachers in grades EC–4, using content and contexts appropriate for grades 4–8. S3MTP • Chapter 3 ADDITIONAL TOPICS FOR DISCUSSION • Visual representations (rectangular arrays) of the expressions (a + b)2, (a - b)2, and (a + b)(a - b). • Whether division distributes over addition (from the left and from the right). • Whether the “power” operation is commutative. For example, since 24 = 42, does this mean that the power and base will always commute? • A proof that multiplication distributes over subtraction. That is, for all whole numbers a, b, and c, with b ≥ c, show that a (b - c) = a . b – a . c. It is important for teachers of middle grades students to be prepared to point out the series of mathematical steps, supported by number properties, that develop into the shortcuts that middle grades students use. The distributive property is introduced in the middle grades, and these students need the property and its connection to addition and multiplication to be more fully explained and developed. They also need a deeper and more complete understanding of place value and more experience in mental computation. Middle grades students are intrigued by shortcuts, but are often unable to connect the shortcut or algorithm to the mathematics that is taking place; that is, too frequently they memorize the shortcut without understanding the underlying concepts. In developing a shortcut to use with their students, prospective teachers should work from a strong intuitive base, as shortcuts can be meaningful if they arise naturally from an understanding of the mathematical concepts, but detrimental if not. In working through the task, prospective teachers are usually quick to determine the shortcut, but have some difficulty deciding what to do to justify their result. Although they can rather easily write a number in expanded form, they are usually uncomfortable using the distributive property in squaring the number written in expanded form. They tend to make mistakes in using the distributive property and want to use the shortcut they have uncovered to justify their discovery. Completed tables are used to uncover a shortcut: Number (n) Square of Number (n) 5 25 15 225 25 625 35 1225 45 2025 55 3025 65 4225 75 5625 85 7225 95 9025 Grades 4–8 teacher tasks – 75 S3MTP • Chapter 3 Prospective teachers may readily observe that each of the numbers ends in 25 and that those numbers have leading digits of 0, 2, 6, 12, 20, 30, 42, 56, 72, and 90. After a little thought, they may notice that these are just 0(1), 1(2), 2(3), 3(4), 4(5), 5(6), 6(7), 7(8), 8(9), and 9(10). So, they generate the digits in the square of the number by taking the digit in the tens place (of the original number) and multiplying by one greater than that digit, then “attaching” a 25. For instance, the square of 85 could be found by multiplying 8(9) = 72 and “attaching” 25, yielding 7225. Generalizing results is often a pitfall for many students. It is important to have them verbalize what they did, write down what they are saying, and then try to generalize their findings. Students may be prompted by the instructor to formalize the patterns they have observed and develop a series of written steps such as: Let a5 represent a number ending in 5. That is, the leading digits are represented by a. It appears that we can square a number ending in 5 as follows: (a5)2 = 100a(a + 1) + 25, where a(a + 1) represents the leading digits of the square. We can justify this as follows: if the leading digits of a number ending in 5 are represented by a, then the number a5 can be written as 10a + 5. Squaring this gives (10a + 5)2 = 100a2 + 2(10a)(5) + 25 = 100a2 + 100a + 25 = 100a(a + 1) + 25. The factor of 100 in the first term in this description guarantees that the first term will have no effect on the last two digits of the square, so the square will end in 25. Also, the leading digits will be represented by a(a + 1) since that same factor of 100 has the effect of shifting the product a(a + 1) exactly two places to the left, so that those digits terminate right before the 25 begins. To facilitate an understanding of properties of addition and multiplication, it is often effective to have the students think and work in other number bases. 76 – Grades 4–8 teacher tasks IDEAS ABOUT PROOF Many students get their first ideas about mathematical proof in a high school geometry course. Unfortunately, students in high school geometry often think of a proof as a numbered list of statements and reasons. Mathematical proof, however, involves a measure of discovery. Once students have studied proofs as a series of simple steps and looked for clues that lead from one step to the next, they are able to recognize techniques used and move on to construct proofs on their own. S3MTP • Chapter 3 Having the prospective teacher work in a base other than base ten puts the operations and properties in the forefront. Working in base four, the prospective teachers must focus on the operations and properties and how they affect the outcome. They will start from a very investigative perspective (similar to the base ten procedure above), but will be less comfortable actually thinking in base four. The discomfort they experience is similar to that of their students when confronted with unfamiliar material in base ten. However, as the prospective teachers proceed with their “squaring process” they will discover that the shortcut is similar to that for base ten. Justification of this shortcut will once again emphasize the importance of place value. Grades 4–8 teacher tasks – 77 S3MTP • Chapter 3 SECTION 3.5 GRADES 4–8 TEACHER TASK GEOMETRY, MEASUREMENT, AND MODELING: THE PAPER STACKING PROBLEM Suppose you have a very large sheet of paper. You cut the paper in half and stack one of the sheets on top of the other. Then you cut the stack in half again and place one stack on top of the other. Assume that you continue this cutting and stacking process. 1) If you were to continue to cut the stack in half and restack 25 times, how tall would the stack be? Make a guess before you attempt any calculations. 2) Find an expression for the number of sheets in the stack after n cuts. 3) How many cuts would be required to make the stack at least one mile high if the paper is 7/1000 of an inch thick? x x 4) Graph y = 2 and solve equations like 2 = 6 graphically. 5) Use this idea of cutting and stacking paper to x model the exponential function f(x) = 3 . How –x could we model the function h(x) = 2 or –x g(x) = 3 using paper cutting, stacking, or both? 6) Use graphing calculators and/or spreadsheets to x n investigate definitions of expressions like a , x and n! using recursion. 7) Connect what you have learned in this exercise to the idea of exponential and logarithmic functions. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD III. GEOMETRY AND MEASUREMENT Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 3.9s investigate and prove geometric relationships within the axiomatic structure of Euclidean geometry; 3.10s analyze and solve problems involving one-, two-, and three-dimensional objects such as lines, angles, circles, triangles, polygons, cylinders, prisms, and spheres; 3.11s analyze the relationship among threedimensional figures and related two-dimensional representations (e.g., projections, cross-sections, nets) and use these representations to solve problems. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 2.10s use linear and nonlinear functions and relations, including polynomial, absolute value, trigonometric, rational, radical, exponential, logarithmic, and piecewise functions, to model problems; 2.11s use a variety of representations and methods (e.g., numerical methods, tables, graphs, algebraic techniques) to solve linear and nonlinear equations, inequalities, and systems. Supporting Discussion An accurate direct measurement is often difficult or impossible with a given tool; for example, a bathroom scale will not accurately weigh a canary. Similarly, a ruler will not accurately measure the thickness of a piece of paper. In these cases, indirect measurements may be necessary. The techniques used in this problem and the suggested extension require the integration of many geometrical concepts, including measurement, the use of formulas, and the additivity of volume. 78 – Grades 4–8 teacher tasks S3MTP • Chapter 3 EXTENSION IDEA: The Paper Towel Problem A roll of paper towels is made up of two coaxial right circular cylinders, one of which is a hollow core. • Measure the length and the inner and outer radii of a roll of paper towels. • Compute the volume of paper towels in the full roll. • Measure the length and width of a single paper towel and compute its area. • Set up an equation relating the thickness of a paper towel to the volume of the paper towels in the roll. (Assume that there is not airspace between paper towels.) • Solve the equation for the thickness of one paper towel. • The wrapper on the paper towels may indicate the thickness of a sheet. If so, determine the percent error in your calculated thickness. ASSESSMENT Beginning in whole class discussions and moving to students working in cooperative groups will help to facilitate much of the discussion regarding table building, measurement, and overall problem-solving strategies. The Paper Towel Problem provides not only a nice extension to this problem, but also a useful individual assessment item to measure student learning. It is important that prospective teachers of the middle grades have a variety of experiences with measurement so that they can help their students develop an understanding of direct and indirect measurement, as well as measurement error and precision. Prospective teachers should guess the height of the paper stack before actually beginning their calculations. They will most likely be surprised at the difference between their guess and their final answer. They should then start with a table-building activity to decide how many sheets they have after each cut and then develop a strategy to determine the thickness of a single sheet of paper. As this measurement is problematic, they may resort to measuring the thickness of a ream of paper to determine the thickness of a single sheet, thus using indirect measurement as needed in a real context. Prospective teachers are often amazed to discover how tall the stack would actually be after only 25 cuts. This type of task provides opportunities for table building, determining a closed form rule, using direct and indirect measurement, and using a graphing calculator appropriately. Extensions to other graphing calculator exercises and to inverse relationships such as exponential and logarithmic functions provide excellent class discussion. Students can start these problems in class and continue them in cooperative groups. Prospective teachers may present their findings as follows: Each cut and stack doubles the height of the stack, so 25 after 25 repetitions, the height of the stack would be 2 times the thickness of the sheet. In fact, after n repetin tions, there would be 2 sheets. If we assume that the thickness of a sheet of paper is 7/1000 inch, we would 25 have a stack 2 (7/1000) inches high, or about 234,881 inches. That’s approximately 3.7 miles high! To get a stack 1 mile high, we would need n steps, n where 2 (7/1000) = 63360 inches. (There are 12 inches in a foot and 5280 feet in a mile, so there are 12(5280)=63360 inches in a mile.) Thus, we need , so n ���� ������� ��� About 23 iterations would make this slightly less than a mile high. This is reasonable: since 25 iterations made a stack 3.7 miles high, 24 iterations would yield a stack 1.85 miles high, and 23 iterations would yield a stack 0.925 miles high. Grades 4–8 teacher tasks – 79 S3MTP • Chapter 3 Working through the Paper Towel extension to the problem requires developing and solving equations along with calculating percent error. The Paper Towel extension provides additional depth to the problem and requires that prospective teachers consider the importance of tracking measurement error. For instance, meaningful class discussion may center on “tolerable” error in this type of measurement (with sheets of paper or paper towels) compared to the “tolerable” error in laser surgery for the eye. 80 – Grades 4–8 teacher tasks S3MTP • Chapter 3 SECTION 3.6 STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD IV. PROBABILITY AND STATISTICS GRADES 4–8 TEACHER TASK PROBABILITY AND STATISTICS: THE SPICY GUMBALL3 Grades 4–8 Teacher Skills Sally and her brother are at the grocery store with their dad. On the way out of the store, Sally sees a gumball machine and asks her dad for enough money to buy two gumballs, one for her and one for her brother. There are only six gumballs left in the machine—four white and two red. Sally loves the red ones because they are spicy. She wonders what her chances are of getting at least one red gumball from the machine. The beginning teacher of mathematics is able to: 4.10s investigate real-world problems by designing, conducting, analyzing, and interpreting statistical experiments; 4.14s explain and use precise probability language to make observations and draw conclusions from single variable data and to describe the level of confidence in the conclusion; 4.15s determine probability by constructing sample spaces to model situations. 1) Conjecture: Make a conjecture regarding the answer to Sally’s question (the chance of getting at least one red gumball). Describe methods to model or simulate this situation. Discuss the underlying assumptions and/or constraints associated with the different methods. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES 2) Sample Space: Consider the different outcomes possible from Sally’s purchase of two gumballs. Describe different sample spaces and in each case, determine the probabilities associated with the sample points. (Try to include at least one sample space with equally likely outcomes and at least one where the outcomes are not equally likely.) Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 5.9s use physical and numerical models to represent a given problem or mathematical procedure; 5.10s recognize that assumptions are made when solving problems and identify and evaluate those assumptions; 5.12s apply content knowledge to develop a mathematical model of a real-world situation and analyze and evaluate how well the model represents the situation; 5.13s develop and use simulations as a tool to model and solve problems. This task was adapted from the Dana Center’s TEXTEAMS Institute Statistical reasoning across the TEKS (2002). TEXTEAMS (Texas Teachers Empowered for Achievement in Mathematics and Science, www.utdanacenter.org/texteams) is a Dana Center–managed statewide teacher professional development program that offers a comprehensive system of professional development for K–12 mathematics and science teachers, delivered through a statewide network of trainers. The program’s institutes provide a core set of professional development materials and skills and help teachers develop a common understanding of important mathematics and science content and the state’s curriculum standards (the Texas Essential Knowledge and Skills). 3 Supporting Discussion This task is designed to help prospective middle grades teachers formalize the idea of probability, beginning from their intuition about what will happen. Middle grades teachers should be prepared to give their students numerous opportunities to engage in probabilistic thinking about simple situations so that their students can develop ideas about chance and probability. 1) Conjecture When your students make a conjecture about this problem, the conjecture—regardless of the modeling method suggested—should be based on the simulated experiment of two draws from the gumball machine without replacement of any gumballs. After the first experiment is complete, the machine is Grades 4–8 teacher tasks – 81 S3MTP • Chapter 3 then reloaded and the experiment repeated. The important idea is that a series of repeated, identical experiments must generate the data. Possible techniques for the simulation include: • Physically replicate the experiment with an actual gumball machine. • Use colored counters or chips to represent gumballs in the gumball machine. • Use a six-sided number cube to simulate the first gumball (since there are six options). In this case, discuss how the choice of the second gumball will be handled. • Construct a tree diagram. Possible assumptions and/or constraints that might surface include: • Are the items that represent the gumballs the same size? The same shape? • What issues surface if they are different sizes or shapes? • Does the device that represents the machine provide sufficient shuffling (i.e., randomization) after each trial? How can this be accomplished? Prospective teachers need experiences working in groups and thinking about how to set up and carry out a simulation to accomplish the task at hand. They may start their investigation by using counters to simulate the purchase of two gumballs ten different times and observing the number of these simulated purchases in which the event R (red) occurred. i 10 Using ratio form (where i is a natural number less than or equal to 10), they can express the number of times the event R occurred compared to the total of ten purchases. As they simulate five additional gumball purchases, they should then record the cumulative total number of times the event R occurred compared to the total of fifteen trials. Continuing this process, they may find it helpful to record their results in tabular form: SBEC MATHEMATICS STANDARD VII. MATHEMATICAL LEARNING AND INSTRUCTION Grades 4–8 Teacher Skills The beginning teacher of mathematics is able to: 7.18s use mathematics labs, simulations, open-ended investigations, research projects, and other activities when appropriate to guide students’ learning; 7.19s apply appropriate technology to promote mathematical learning. POSSIBLE CLASS DISCUSSION ABOUT APPROPRIATE CALCULATOR USE • How a calculator or computer random number generator can be used to produce a random natural number between 1 and 6. • How the second draw can be modeled on the calculator. • The logic necessary to create a simulation. • The program display for the color of the two gumballs. One example of such output might be RR, RW, WR, or WW. 82 – Grades 4–8 teacher tasks S3MTP • Chapter 3 POSSIBLE CLASS DISCUSSION ABOUT AN APPROPRIATE GRAPHICAL REPRESENTATION • Appropriate scaling is important. • The horizontal axis represents the number of purchases and the vertical axis represents the cumulative frequency of the occurrence of R. Total Number of Purchases Cumulative Relative Frequency for the Occurrence of R 10 • Points in such plots are often connected to illustrate the overall trend, but is that an appropriate representation of the data? 15 • If the plot were continued to include more simulated purchases, the cumulative frequencies would “stabilize” around a particular value. This limit value is the theoretical probability of R. : • If students plot the data from columns one and two, the graph will be approximately linear. The slope of this linear approximation will represent the probability of R. Cumulative Frequency for the Occurrence of R 20 . In extending the table to keep track of the cumulative ratio of occurrence of the event R for a total of 500 purchases, prospective teachers may opt to use the random number generator on a graphing calculator (or computer) to perform this simulation. It is also informative to have prospective teachers construct graphs that include all cumulative data, discuss whether or not the plotted points should be connected, and make predictions about what would happen if the plots were continued. As prospective teachers think about their graphs and discuss the apparent trend, they become better prepared to make a reasonable conjecture about the probability of the event R. The apparent variability that they notice will be indicated graphically by a “jagged” pattern or trend when the number of simulated purchases is small. In all cases, the plots should “stabilize” and converge to �� . They may therefore conclude the following: The theoretical probability of getting at least one red gumball is �� . The empirical probabilities when the number of simulated purchases is large should be very close to �� = 0.6. Discussion should lead to a long-run frequency definition of probability: LONG-RUN FREQUENCY DEFINITION OF PROBABILITY (LAW OF LARGE NUMBERS) Suppose an experiment consists of n repeated and identical trials. Then for any event A, the probability of the event A is given by ����������������������������������������������������������� � � Grades 4–8 teacher tasks – 83 S3MTP • Chapter 3 2) Sample Space Prospective middle grades teachers need to understand the development of the long-run definition of probability and to realize that there are a variety of legitimate ways to describe sample spaces for an experiment. Some sample spaces will include sample points that are equally likely to occur, and some will not. It is important that prospective teachers realize that there are many ways to model realworld situations and to develop appropriate simulations. Possible suggestions for an appropriate sample space include: • Since the number of red gumballs possible is zero, one, or two, one legitimate sample space might be written as S = {0,1,2}. • Another way of describing the sample space is S = {WW, WR, RW, RR}, where WR represents white on the first draw and red on the second draw. • Students may think of labeling the balls so that they are distinguishable, such as W1, W2, W3, W4, R1, R2 and then listing the 30 different orderings of gumballs that could be drawn (such as W1W2, W2W1, R1W1, etc.). Thinking of the outcomes 0, 1, 2 as equally likely, prospective teachers might erroneously conjecture that the probability of obtaining exactly zero red gumballs from the machine is �� . While the sample space S������������ accurately describes the outcomes, assigning equal probabilities to each sample point does not reflect the fact that there are several ways in which Sally could get exactly one red gumball. Similarly, thinking of a sample space such as S = {WW, WR, RW, RR} presents another situation in which elements do not have equally likely probabilities. So, for example, the probability of getting exactly one red is not �� even though two out of the four sample points have exactly one red. Although more cumbersome to list, the last sample space described does consist of sample points that are equally likely. Certainly, there are real-life situations in which the outcomes are not equally likely, and prospective teachers should have experiences in considering these. It is important that they are not led to think that there is only one correct way to describe a sample space for an experiment, but to introduce them to experiments which cannot easily be modeled with a coin, die, or equally likely area-based spinner. 84 – Grades 4–8 teacher tasks S3MTP • Chapter 3 Prospective middle grades teachers need to understand that mathematical models are used to approximate real-life situations for the purpose of sound decision-making and most often are not an exact representation of the situation. The more we know about the situation, the better we can model it. Grades 4–8 teacher tasks – 85 S3MTP • Chapter 3 86 – Grades 4–8 teacher tasks Chapter 4 GRADES 8–12 TEACHER TASKS ————————— Teachers of grades 8–12 need a thorough understanding of the content central to early childhood–12 school mathematics, including exposure to the mathematics expected of students in grades below eight and in postsecondary institutions. Currently, most secondary teacher preparation programs require coursework that is essentially the same as that required for a traditional mathematics major, offering students few opportunities to focus specifically on connections between their coursework and the State Board for Educator Certification standards, and between their coursework and the secondary curriculum. Without guidance in making such explicit connections, it is difficult for prospective teachers to see connections between the mathematics in their advanced courses and the mathematics they will be expected to teach. The focus of this chapter’s mathematical tasks is creating ways to enhance college course content to reflect the mathematical processes and in-depth knowledge necessary for teaching grades 8–12. Thus we highlight the following knowledge and skills for 8–12 teachers. • Solve real-world problems by recognizing underlying assumptions, using concepts of calculus, functions, measurement, and geometry, and a variety of methods, including technological methods; • Communicate mathematical ideas using different types of representation, including verbal, graphical, numerical, physical, and algebraic; • Make connections among mathematical concepts and equivalent representations for expressions of mathematical ideas; S3MTP • Chapter 4 • Recognize and generalize mathematical patterns; • Recognize connections between number theory concepts and related operations and algorithms; • Use properties of sequences and series to solve problems involving finite and infinite processes; • Analyze statistical information, use confidence interval arguments to formulate and test hypotheses, and recognize misleading uses of statistics; • Use knowledge of the history of mathematics to enrich understanding of the development and progression of mathematical ideas; and • Use both formal and informal reasoning to explore and justify mathematical concepts. It is assumed that before being expected to investigate the tasks described in this chapter, students will have had mathematical experiences similar to those for prospective teachers of grades EC–8 (such as those in chapters 1–3). Chapter 4 includes six tasks: • Geometry and Measurement: Rain Gauges; • Number Concepts: Cantor Sets; • Mathematical Processes: Using Geometric Models to Predict Convergence; • Probability and Statistics: Tests of Significance; • History of Mathematics: The Life and Contributions of Pierre de Fermat; and • Geometry and Calculus Concepts: Using the Monte Carlo Method to Estimate the Area Under a Curve. This chart (also included in the preface to this book) suggests some possible courses for which these tasks might be appropriate. 88 – Grades 8–12 teacher tasks S3MTP • Chapter 4 Task Correlation Guide 4: Tasks for grades 8–12 teacher certification level 8–12 Certification Level Tasks Courses where task may be most appropriate Geometry and Measurement: Rain Gauges Foundations of Geometry, capstone course for secondary teachers, College Algebra Number Concepts: Cantor Sets Number theory, capstone course for secondary teachers Mathematical Processes: Using Geometric Models to Predict Convergence Capstone course for secondary teachers, Calculus II Probability and Statistics: Tests of Significance Statistics, capstone course for secondary teachers History of Mathematics: The Life and Contributions of Pierre de Fermat History of Mathematics course, capstone course for secondary teachers Geometry and Calculus Concepts: Using the Monte Carlo Method to Estimate the Area Under a Curve Capstone course for secondary teachers, Calculus, Statistics Grades 8–12 teacher tasks – 89 S3MTP • Chapter 4 SECTION 4.1 GRADES 8–12 TEACHER TASK GEOMETRY AND MEASUREMENT: RAIN GAUGES When measuring rainfall, most forecasters use an “official” rain gauge that was invented over 100 years ago. The rain gauge uses a funnel 20 centimeters in diameter that is placed on a cylinder 50 cm high and 20 cm in diameter. The funnel collects water in a tube that has a cross-sectional area of the cross-sectional area of the top of the funnel. 20 cm STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD III. GEOMETRY AND MEASUREMENT1 Grades 8–12 Teacher Knowledge The beginning teacher of mathematics knows and understands: 3.2k the use of mathematical reasoning to develop, generalize, justify, and prove geometric relationships; 3.6k how to use measurement to collect data, to recognize relationships, and to develop generalizations, including formulas; 3.7k how to locate, develop, and solve real-world problems using measurement and geometry concepts. 50 cm SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades 8–12 Teacher Knowledge Tube 1) Construct a scale on the tube that will reflect the amount of rain (in inches) that has fallen. 2) What are the advantages or disadvantages of using the “official” rain gauge instead of a cylindrical gauge with an opening 20 cm in diameter? 3) Explain how we would construct another rain gauge with a funnel of a diameter greater than 20 cm, so that the water level in its tube after a rain would be the same as the water level in the tube of the “official” rain gauge. 4) Construct a simplified version of the “official” rain gauge by taking a conical funnel of radius R and cone-height h and resting it on a tube so that the water level in the tube would be identical to the water level in an “official” rain gauge. A small portion of the bottom of the cone must be removed so that the rain can collect in the tube. What are the maximum dimensions (height and radius) of the removed cone? The beginning teacher of mathematics knows and understands: 2.1k how to use algebraic concepts and reasoning to investigate patterns, make generalizations, formulate mathematical models, make predictions and validate results. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades 8–12 Teacher Knowledge The beginning teacher of mathematics knows and understands: 5.4k connections among mathematical concepts, procedures, and equivalent representations. The State Board for Educator Certification mathematics standards for early childhood–4, 4–8, and 8–12, with associated knowledge and skills statements, may be referenced on the web at 1 www.sbec.state.tx.us/SBECOnline/standtest/ standards/ec4math.pdf; www.sbec.state.tx.us/SBECOnline/standtest/ standards/4-8math.pdf; and www.sbec.state.tx.us/SBECOnline/standtest/ standards/8-12math.pdf. 90 – Grades 8–12 teacher tasks S3MTP • Chapter 4 Supporting Discussion SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 5.10s recognize that assumptions are made when solving problems and identify and evaluate those assumptions; 5.12s apply content knowledge to develop a mathematical model of a real-world situation and analyze and evaluate how well the model represents the situation; By encountering modeling problems that involve algebraic and geometric reasoning, prospective teachers can see the relevance of high school mathematics in real-world applications. In this task, they bring together ideas involving proportional reasoning, algebra, and geometry. In reading the description of the “official” rain gauge, students may not understand the hidden assumptions in accepting rainfall readings from this gauge. For this reason, it is important to have them work in cooperative groups of three to five. They will need time to discuss this task. 5.17s apply mathematical methods to analyze practical situations; and 5.18s use mathematics to model and solve problems in other disciplines, such as art, music, science, social science, and business. Constructing a scale on the tube requires students to consider assumptions, such as that rain falls uniformly over a given region, etc. ASSESSMENT Students can work on this problem in groups of three to five, but each student should be required to submit an individual solution to be evaluated for mathematical correctness and mathematical communication. A scoring rubric could rate aspects of content and form. A content scoring rubric could use the following point system: (5) problem brilliantly analyzed (4) problem successfully analyzed (3) problem not sufficiently analyzed (2) problem poorly analyzed (1) minimal work done on problem A form scoring rubric could use the following point system: (5) solid logic structure (4) logic structure, but includes unnecessary or unclear passages Mathematical thinking and inquiry that is important for prospective teachers can be elicited by tasks that require taking a step back to consider hidden assumptions, that are open-ended, or that require justification. Initially, students may not know how to approach the problem. As a prompt, ask them to talk about what they think it means when “1 inch” of rain has fallen. Thus, the most difficult part of question 1) is justifying why the height of the water collected in a cylinder 20 cm in diameter gives an accurate representation of the number of inches of rain that falls. Students should be allowed the opportunity to discover or formulate the appropriate comparison for determining the scale on their rain gauge. Since the opening for the proposed cylindrical rain gauge and the “official” one are the same, they would collect the same volume. After setting up the comparison between volumes col� lected, students will see that �� of an inch of rainfall would fill one inch of the tube of the “official” rain gauge. The last observation leads into step 2) of the task. That is, the tube allows precise measurement of very small amounts of rainfall. (3) logic structure unsatisfactory (2) poor logic structure (1) chaotic logic structure Grades 8–12 teacher tasks – 91 S3MTP • Chapter 4 In step 3), let R represent the new radius. Using reasoning similar to that in step 1), we compare the volume collected by a cylindrical gauge of radius R and the volume collected in the new tube. Students should arrive at the condition that the crosssectional area of the new tube must be ��� of the cross-sectional area of the opening. For step 4), we use the following diagram. R h r a The maximum dimensions (height and radius) of the removed portion of the bottom of the cone would correspond to the radius of the tube (in practice, one could possibly use glue to attach the tube to the funnel). Above, we showed that we must have �� � (1) �� � �� for the height of water in the tube to correspond to the height of water in the tube of the “official” rain gauge. Students may have trouble seeing the similar triangles if they have not drawn a picture of the cone and labeled it properly. From the diagram, we use similar triangles to get (2) � � . = � � Using (1) and (2) we get � ����� (3) � � �� We also see that � � � . �� 92 – Grades 8–12 teacher tasks EXTENSION IDEA For the rain gauge constructed in step 4), determine a scale along the side of the cone that measures the amount of rain that falls after the tube fills up. S3MTP • Chapter 4 SECTION 4.2 GRADES 8–12 TEACHER TASK NUMBER CONCEPTS: CANTOR SETS The middle third Cantor set is easily constructed by performing a sequence of deletion operations on the unit interval. Begin with the interval [0, 1]. Remove the middle third of the interval, and you will have the intervals [0, ] and [ , 1]. Next, remove the middle third of each of those intervals. Four intervals remain: [ 0, ], [ , ], [ , ], and [ ,1] . Repeat this process of removing the middle third indefinitely. The points that remain comprise the middle third Cantor set. STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades 8–12 Teacher Knowledge The beginning teacher of mathematics knows and understands: 1.3k the relationship among number concepts, operations and algorithms, and the properties of numbers, including ideas of number theory. 1) What is the length of the removed intervals? 2) Is the middle third Cantor set non-empty? Justify. 3) Show that the middle third Cantor set consists precisely of those numbers in [0,1] whose base three expansion does not contain the digit 1 (i.e. all – – – numbers a13 1 + a23 2 + a33 3 + … with ai = 0 or 2 for each i). Reconcile what you show with the fact that we know that is an element of the middle third Cantor set. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades 8–12 Teacher Knowledge The beginning teacher of mathematics knows and understands: 2.5k that patterns are sometimes misleading. Supporting Discussion ASSESSMENT In class: Show that .3333…=1 in base 4. Project (groups of 2): Construct a set that consists precisely of those numbers whose base five expansion does not contain the digit 2, by beginning with an interval, removing intervals, and repeating the process indefinitely. This task uses geometric series, set theory, number concepts, and limits. Students are often told that 0.99… = 1 or have seen a proof of it in various formats. Posing a problem with seemingly contradictory results motivates students to extend their reasoning to include 0.22… = 1 in base three. In analysis courses, students may encounter the Cantor set and investigate its denumerability and cardinality, for example. However, students at various levels can investigate problems such as this one. Because of the problem’s level of difficulty, it is important that students have an opportunity to discuss the problem with each other. Based upon their answer to question 1), students may decide that the middle third Cantor set is empty and try to justify this.1 However, the instructor could then propose points (such as 3 ) that they might consider. Grades 8–12 teacher tasks – 93 S3MTP • Chapter 4 Encourage students to draw various stages of the middle third Cantor set, make a table, and so on, in order to convince themselves that the middle third Cantor set is (at least) contained in the proposed set in question 3). After allowing sufficient time for students to grapple with this, an instructor may prompt students who are having difficulty by asking them to consider the base three expansions of the elements that remain after the first iteration and then the second iteration described in the task’s introduction. Once the students are convinced that the set proposed in question 3) precisely expresses the elements of the middle third Cantor set, remind them that they probably used the point �� to justify that the middle third Cantor set is non-empty (and that its base three expansion is 0.1). SBEC MATHEMATICS STANDARD I. NUMBER CONCEPTS Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 1.14s demonstrate a sense of equivalency among different representations of rational numbers; 1.15s select appropriate representations of real numbers (e.g., fractions, decimals, percents, roots, exponents, scientific notation) for particular situations and justify that selection; 1.22s apply all skills specified for teachers in grades EC–8, using content and contexts appropriate for grades 8–12. An important aspect in the problem-solving process is revisiting conclusions and checking for the reasonableness of a solution. When considering this false counterexample to their findings, students will have the opportunity to revisit the fact that there is not a unique way to express rational numbers. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 2.20s analyze the properties of sequences and series and use them to solve problems involving finite and infinite processes; including problems related to simple, compound, and continuous interest rates, as well as annuities. 94 – Grades 8–12 teacher tasks S3MTP • Chapter 4 SECTION 4.3 GRADES 8–12 TEACHER TASK MATHEMATICAL PROCESSES: USING GEOMETRIC MODELS TO PREDICT CONVERGENCE STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades 8–12 Teacher Knowledge 1) Consider the equilateral triangle given below with circles inscribed as shown. (Note that there is an infinite sequence of circles converging into each vertex.) The beginning teacher of mathematics knows and understands: 5.4k connections among mathematical concepts, procedures, and equivalent representations. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 5.3s use formal and informal reasoning to explore, investigate, and justify mathematical ideas; 5.7s recognize that a mathematical problem can be solved in a variety of ways, evaluate the appropriateness of various strategies, and select an appropriate strategy for a given problem; 5.8s evaluate the reasonableness of a solution to a given problem; 5.9s use physical and numerical models to represent a given problem or mathematical procedure; 5.15s explore problems using verbal, graphical, numerical, physical, and algebraic representations. Suppose the radius of the largest inscribed circle is 2. The sum of the areas of the circles forms a series. Also, the sum of the circumferences forms a series. For each series: a) Predict whether the series will converge. Justify in words. b)Show whether the series converges. c) If the series does converge, what is the sum? How can you check for reasonableness of your answer? d)Do your answers to a) and b) depend on the value assigned to the radius of the largest inscribed circle? If so, in what way? 2) Consider a process similar to the process in part 1), except that the sets of circles emanating from the first circle (of radius 2) have successive radii of length 1/k for k = 1, 2, 3, 4, …. (See figure below.) As before, the sum of the circumferences of these circles forms a series and the sum of the areas forms a series. For each series: a) Predict whether the series will converge. Justify in words. SBEC MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA b)Show whether the series converges. Grades 8–12 Teacher Skills c) Do your results in b) contradict the results you obtained for the figure above with circles converging to each vertex? Why or why not? The beginning teacher of mathematics is able to: 2.18s apply all skills specified for teachers in grades EC–8, using content and contexts appropriate for 8–12; 2.20s analyze the properties of sequences and series and use them to solve problems involving finite and infinite processes; including problems related to simple, compound, and continuous interest rates, as well as annuities. Grades 8–12 teacher tasks – 95 S3MTP • Chapter 4 Supporting Discussion Future mathematics teachers need problem-solving experiences that integrate ideas, concepts, and knowledge from several areas of mathematics. The best use of this task is in a group setting. By design, this task fosters student collaboration and interaction. The task could be used in a precalculus or college algebra course, a capstone mathematics course for teachers, or in the study of series in calculus. However, the task has been used most often in a calculus setting to encourage students to think conceptually about the convergence or divergence of series. Tasks that ask for prediction and sense-making are important in developing mathematical habits of mind. This task uses geometric series, the harmonic series, geometry, and elementary trigonometry; further, it extends to ideas that could lead into a discussion on fractals and fractal dimension. The questions are structured so that students must first think about the geometry and then use the algebra to verify their predictions. Students need more experiences in comparing analytical results and geometrical interpretations (and vice versa) as well as exposure to questioning techniques that promote good problem-solving skills. In attempting to solve this problem, calculus-level students often ignore the geometry of the situation when trying to predict whether the series converges. They quickly try to set up a series and determine convergence or divergence without making sense of the situation. Asking them to predict and then justify this in words focuses their attention on sense-making in problem solving. Often, prompting from the instructor is necessary to pull students away from trying the algebraic approach first. An instructor may have to direct student groups to base their prediction on nonalgebraic reasoning, or ask the students to support their prediction using two different approaches. In attempting to set up the series for part 1), students often become stumped and puzzled that they are expected to recall geometric relationships and ideas in order to determine the terms in the series. Students are not accustomed to encountering a problem with series in which the modeling for determining the terms of the series involves using knowledge from several previous courses. 96 – Grades 8–12 teacher tasks S3MTP • Chapter 4 The instructor may have to remind students that similarity, properties of equilateral triangles, etc., may help them determine the terms in the series. EXTENSION IDEA Consider the following process that begins with a regular hexagon of side length s. First, remove the middle third of each side and replace it with two segments, each of equal length to the segment removed, directed toward the interior of the hexagon. Now, remove the middle third of each side of the new polygon and replace it with two segments, each of equal length to the segment removed, directed toward the interior of the polygon. Continue this process indefinitely. The instructor should, however, allow time for the students to discuss and recall the ideas rather than providing a mini-lecture to review the assumed prior knowledge. This encourages discussion among the students and gives the instructor important information about strengths and/or weaknesses in the students’ prior knowledge. After some time, students may realize that they should use similarity in trying to determine an expression for the radii of the subsequent circles. However, they may attempt something like this: This produces a fractal called the Koch snowflake. a) Find the area of the region bounded by the Koch snowflake. b) Find the perimeter of the region (i.e., the length of the Koch snowflake). c) Discuss the reasonableness of your findings in parts a) and b). Are your findings contradictory? Why or why not? Instead, visualizing the situation in the following way will help determine an expression for the radii of the subsequent circles. Using justifications from elementary geometry and trigonometry, students can derive that the height of the original equilateral triangle is 3r, where r represents the radius of the largest inscribed circle. Using similarity, one sees that the radii of the inscribed circles are always 1/3 of the previous radius (in the process of construction). The resulting geometric series converges for both series (areas and circumferences). This may be surprising to some students, who may have predicted that the sum of the circumferences for part 1) of the task diverges. In part 2) of the task, students may (incorrectly) predict that, based on their findings for part 1), the sum of the circumferences converges. Grades 8–12 teacher tasks – 97 S3MTP • Chapter 4 However, after classroom discussion they will see that the series formed by the sum of the circumferences diverges (it is a multiple of the harmonic series) and the series formed by the sum of the areas converges. In a capstone course, an instructor may want to probe deeper into the students’ reasoning on whether their results are reasonable and noncontradictory. In the extension idea, the hexagon is used to form the Koch snowflake, to underscore the fact that this curve could be enclosed by a hexagon. In a capstone course, an instructor may want to include background material on fractals and/or probe students’ reasoning and sense-making of an object that has infinite perimeter but finite area. 98 – Grades 8–12 teacher tasks S3MTP • Chapter 4 SECTION 4.4 GRADES 8–12 TEACHER TASK PROBABILITY AND STATISTICS: TESTS OF SIGNIFICANCE STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD IV. PROBABILITY AND STATISTICS The Saxet School District reports that 48.7% of a sample of 500 tenth-grade students mastered all objectives on a state assessment. Grades 8–12 Teacher Knowledge 1) Does this sample result provide evidence that the proportion of the students from Saxet School District who mastered all objectives on the state assessment differs from 50%? Consider an appropriate test and report your conclusion. Discuss any conditions necessary. The beginning teacher of mathematics knows and understands: 4.4k statistical inference and how it is used in making and evaluating predictions. 2) Determine a sample size for which a sample proportion of pˆ = .487 does differ significantly from .5 at the α = .05 significance level. Report the details of the test results for this sample size. Interpret your findings. SBEC MATHEMATICS STANDARD IV. PROBABILITY AND STATISTICS Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 4.26s analyze and interpret statistical information from the media, such as the results of polls and surveys, and recognize valid and misleading uses of statistics; 4.28s use confidence interval arguments to formulate and test hypotheses. SBEC MATHEMATICS STANDARD V. MATHEMATICAL PROCESSES Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 5.10s recognize that assumptions are made when solving problems and identify and evaluate those assumptions. Supporting Discussion Understanding hypothesis testing, confidence intervals, and p-values empowers students to investigate data and determine if certain comparisons are statistically significant. Statistical analysis at this level is found in much of the research literature in education. In particular, for prospective teachers, this understanding would aid in the interpretation of the applicability, reliability, and relevance of research findings in education, including data on their own students’ performance and how it compares to statewide, national, and international data. In this task, students must decide on an appropriate statistical test and describe any conditions needed for the test to apply. Students need experience identifying assumptions they make when solving problems. For example, the task does not mention whether the sample is a random sample. This must be assumed before the hypothesis test can appropriately be applied. The p-value for part 1) is very large, so the null hypothesis that “50% of the students in Saxet School District mastered all objectives on the statewide assessment of academic skills” will not be rejected. Students should be encouraged to practice stating statistical assertions. That is, an instructor should hear students Grades 8–12 teacher tasks – 99 S3MTP • Chapter 4 making correct statements such as “this sample result doesn’t provide evidence that the proportion of Saxet School District students who mastered all objectives differs significantly from .5.” Part 2) of this task does not require difficult computations to obtain an answer; however, students in a first course in statistics do not often encounter questions posed in this way. Providing opportunities for students to investigate the notions of p-value, sample size, and statistical significance promote development of statistical literacy. Small-group and full-class discussions about sample size should follow students’ conclusions that a minimum sample of size 5683 with a mean of .487 would require rejection of the null hypothesis for the given significance level. It is important here to ask students probing questions about why they think that the sample would have to be so much larger. Students could also be asked to change � from .487 to .49 and/or to .48. This would allow them to investigate how these changes affect the sample size necessary to reject or retain the null hypothesis. Modifying the task or extending it in this way helps students develop strategies for investigating features or properties of statistical relationships. It also addresses the importance of statistical literacy for future mathematics teachers. 100 – Grades 8–12 teacher tasks TECHNOLOGY NOTE Students can incorporate graphing calculator technology or dynamic statistics software packages such as Fathom Dynamic Statistics and use statistical data sets that are easily obtained from the Internet. They can then use the technology to investigate a full range of statistical ideas. S3MTP • Chapter 4 SECTION 4.5 GRADES 8–12 TEACHER TASK HISTORY OF MATHEMATICS: THE LIFE AND CONTRIBUTIONS OF PIERRE DE FERMAT STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD VI. MATHEMATICAL PERSPECTIVES Write an essay describing the life of Pierre de Fermat and his contributions to the field of mathematics. Discuss modern applications of his work to cryptography. Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 6.1s use key events and knowledge of specific individuals throughout the history of mathematics to illustrate age-appropriate mathematical concepts; 6.3s use the historical developments of mathematical ideas to illustrate how mathematics progresses from concrete applications to abstract generalizations. Supporting Discussion Few students study the history of mathematics in an organized course, either because one is not offered or because the credit structure for their program does not encourage it. It is thus the responsibility of mathematics faculty to provide opportunities within required courses for these students to learn the historical significance of the topics studied. Students can investigate the central mathematical concepts for a given course by researching the historical foundations that support the concepts. Questions such as the one above help highlight important accomplishments and diverse areas where mathematics is applied. ASSESSMENT It is helpful to provide a rubric to students so that they know what is expected in their written essays. The following is an abbreviated scheme: (4 points) Well organized, excellent logical structure, and insightful. (3) Well organized, good logical structure, and somewhat insightful. (2) Somewhat organized, some logical structure, no insight provided. (1) Chaotic logical structure and organization, no insight provided. Understanding the rich and culturally diverse history of mathematics prepares prospective teachers to convey to their students the contributions by various individuals and cultures to the field of mathematics. Historical perspectives may focus on the contributions of individuals such as Fermat or the contributions of several mathematicians in understanding ideas or concepts such as negative numbers, functions, symbolic notation, limits, etc. Often, students study Fermat’s Last Theorem and Fermat’s Little Theorem in a number theory course. Students may already be aware that Andrew Wiles proved Fermat’s Last Theorem in the 1990s. Although understanding Wiles’s proof is beyond the scope of the undergraduate curriculum, Fermat’s Little Theorem can be approached at the undergraduate level. Fermat’s Little Theorem states that if p is a prime and a is a positive integer not divisible by p, then . In a basic number theory class, students may be required to prove this theorem. They may also be asked to use this theorem to determine the value of something similar to . Students can then extend this theorem to prove another: if p is a prime and a is a positive Grades 8–12 teacher tasks – 101 S3MTP • Chapter 4 integer not divisible by p, then . The instructor may also have students investigate cases of odd composite numbers that satisfy Fermat’s Little Theorem—the Carmichael numbers. As students study Fermat’s accomplishments in mathematics, they also may come to understand that branches of mathematics such as commutative ring theory were discovered through unsuccessful attempts to prove Fermat’s Last Theorem. Historical investigations highlight connections between theoretical mathematics and applied mathematics. In addition, asking students to investigate connections between Fermat’s theorems about modular arithmetic and cryptography underscores how the theoretical mathematics preceded this application by 350 years. Students often see mathematics as a collection of technical skills and are not accustomed to investigating the historical struggles that have led to prevailing understanding and applications. Faculty may incorporate connections to historical foundations by assigning brief historical essays either to the whole class or to individuals who are then required to report their findings. Faculty may also make assignments such as creating a timetable or evolution table of mathematical ideas that conveys how the ideas developed over time and how they are related to contemporary mathematics. It is essential to consider the interplay between the mathematical understanding and the historical understanding that is gained from these assignments. Assignments that are too broad in nature will yield poor results. It is important to develop a primary focus for the assignment and then two to three subquestions that will direct the bulk of the research. Exposure to the historical development of mathematics helps students move toward developing broad mathematical literacy. This includes knowledge that controversial mathematical ideas still occur in modern times. For example, Cantor’s proof that there are different sizes of infinity shook the mathematical community in the late nineteenth century. Also, historical perspectives that focus on understanding the conceptual development of mathematical ideas and their significance to the mathematical community provide powerful tools for helping shape students’ views of mathematics. Students get a glimpse of mathematics as a creative endeavor and as a dynamic field that is still developing. 102 – Grades 8–12 teacher tasks OTHER POSSIBLE ESSAY TOPICS • Archimedes • Euclid • The Parallel Postulates • Pythagoras • π • Mathematicians from historically underrepresented groups • Infinity • Squaring the circle • e • Golden ratio S3MTP • Chapter 4 SECTION 4.6 GRADES 8–12 TEACHER TASK GEOMETRY AND CALCULUS CONCEPTS: USING THE MONTE CARLO METHOD TO ESTIMATE THE AREA UNDER A CURVE STATE BOARD FOR EDUCATOR CERTIFICATION MATHEMATICS STANDARD II. PATTERNS AND ALGEBRA 1) Write a program that uses the Monte Carlo Method to estimate an integral of a positive function. Your program should accept input of a function, an interval, and the number of points the user wishes to use in the estimation. It should also plot the function and the points in such a way that the method is illustrated. Grades 8–12 Teacher Skills The beginning teacher of mathematics is able to: 2.25s describe exponential, logarithmic, and logistic functions algebraically and graphically, analyze their algebraic and graphical properties, and use these to model and solve problems using a variety of methods, including technology; 2) Use your program to estimate using 1000 points. 3) Accurately approximate to two decimal places. Make a conjecture and support it with an explanation. 2.28s investigate and solve problems using techniques of differential and integral calculus along with a variety of other methods, including technology. 4) Use documents you find on the Internet or elsewhere to write a short paragraph on the history of the Monte Carlo Method. In addition, discuss which fields other than mathematics use this method. Include an example of how it is used in at least one of those fields. SBEC MATHEMATICS STANDARD VI. MATHEMATICAL PERSPECTIVES Grades 8–12 Teacher Knowledge The beginning teacher of mathematics knows and understands: 6.5k how mathematics is used in a variety of careers and professions. Supporting Discussion ASSESSMENT Why do we need to use the Monte Carlo Method to approximate ? Could we evaluate this integral using the methods taught in calculus? Applicable mathematics-specific technology • Mathematica • MATLAB • Maple • Fathom Using the Monte Carlo Method to approximate solutions to a variety of mathematical problems provides students with a nontrivial opportunity to incorporate technology in problem solving. This task was designed for students who have completed an introduction to integration. The Monte Carlo Method is often described using a dartboard analogy. Divide a rectangular-shaped dartboard into a red part, representing the area beneath the curve, and a blue part, representing all other space on the board. Then n darts are thrown at the dartboard. Let m denote the number of darts that land in the red part. Assuming that darts have an equal chance of landing anywhere on the board, the following proportion (approximate) will hold: Area under curve ~ number of darts landing in red part ~ Area of dartboard total number of darts thrown Grades 8–12 teacher tasks – 103 S3MTP • Chapter 4 Note that the area under the curve is then the fraction m/n times the area of the rectangle. Most students follow this analogy, and thus the exercise could be modified for a student of any level by replacing the integral with area under a curve. The prevalence of computers and mathematics-specific technologies makes it critical that prospective teachers gain familiarity with various uses of technology and programming. Many mathematics students are required to complete a course that focuses on using the computer to do mathematics. These courses often require that the student learn programming skills. This exercise is an example of what a student might be asked to do in such a course. Programming the Monte Carlo Method requires only the knowledge of a random number generator and a for or a while loop. There is also the issue of determining the bounds for the height of the rectangle. Because the exercise specifically requires the function to be positive on the interval, it may be assumed that the base of the rectangle is on the x-axis. Thus it is only necessary to determine the maximum value of the function on the given interval. Students who have completed calculus should have no problem with this. If this task is modified for students without a calculus background, the instructor might consider providing the student with instructions on how to overestimate the maximum value on the interval. Since finding the maximum value of the function is not the objective of the task and time is always an issue, the instructor may wish to simply provide the bounds for the rectangle. Programming provides another setting in which students must revisit mathematical concepts. Success in programming often indicates understanding of the underlying concepts. Frequently, the programming process reveals any misconceptions or weaknesses the student may have in a specific area of mathematics. Thus it is helpful to provide prompts that might further clarify the student’s understanding. The student is encouraged to examine the method visually in this task by being asked to create a plot of the function and the points that were generated. The instructor might suggest that the points that hit below the curve be colored red and the points that hit above the curve, blue. The student should then see that the area below the curve becomes more filled in as the number of points generated is increased, an illustration of the law of large numbers that underlies the Monte Carlo Method. The graphs below are examples of what an instructor should expect. They were created using a 104 – Grades 8–12 teacher tasks S3MTP • Chapter 4 For more information on Mathematica, see the Wolfram Research, Inc. website, at www.wolfram.com. 2 Mathematica2 program that is included at the end of this task. Number of points=1000; Approximate Area =0.858 Number of points=5,000; Approximate Area=0.8632 Step 3) of the task is designed to test the student’s understanding of the limiting concept that is illustrated by the graphs. The student should be aware of the possibility of some fluctuation because of the nature of the experiment and the random number generator. For example, rerunning the program multiple times but using the same number of points results in varying answers. The list below illustrates this. 1 2 3 4 5 6 0.8808 0.8976 0.8716 0.8596 0.8924 0.8736 Grades 8–12 teacher tasks – 105 S3MTP • Chapter 4 7 8 9 10 11 12 13 14 15 0.8744 0.8752 0.8816 0.8904 0.8596 0.8624 0.8636 0.8872 0.8956 After some experimentation, students can determine that as they sample more points, their estimates seem to hover around the value 0.88. Current trends in early childhood–12 education place increased emphasis upon introducing mathematical topics via real-world applications. Requiring students to spend some time researching the Monte Carlo Method provides a historical connection as well as a connection to its use in contemporary applications. By inputting “Monte Carlo Method” into any search engine on the Web, students will see that this method is connected to the approximation of pi, the thermalization of a molecular dynamics trajectory, quantum statistics, using radiation therapy to eradicate tumors, molecular excitation, and so on. It is used not only by mathematicians but also by statisticians, financial analysts, chemists, astronomers, astrophysicists, and many other professionals in mathematics-based fields. 106 – Grades 8–12 teacher tasks S3MTP • Chapter 4 Below is the Mathematica program to use the Monte Carlo Method to estimate the area under a curve: f[x_]:=Exp[-x^2]; numpts=5000; xlistb={}; ylistb={}; xlista={}; ylista={}; For [i=1,i<numpts+1,i++, {xcoord=Random[Real, {0,2}]; ycoord=Random[Real, {0,1}]; If[f[xcoord]>ycoord, xlistb=Append[xlistb,xcoord],xlista=Append [xlista,xcoord]]; If[f[xcoord]>ycoord, ylistb=Append[ylistb,ycoord],ylista=Append [ylista,ycoord]]; }]; pointsbelow={}; pointsabove={}; For[i=1,i<Length[xlistb]+1,i++, pointsbelow=Append[pointsbelow,{xlistb[[i]],yl istb[[i]]}]]; For[i=1,i<Length[xlista]+1,i++, pointsabove=Append[pointsabove,{xlista[[i]],yl ista[[i]]}]]; p1=Plot[f[x],{x,0,2},DisplayFunction\ [Rule]Identity]; p2=ListPlot[pointsbelow,PlotStyle\[Rule]{PointSize [.02],RGBColor[1,0,0]}, DisplayFunction\[Rule]Identity]; p3=ListPlot[pointsabove,PlotStyle\[Rule]{PointSize [.02],RGBColor[0,0,1]}, DisplayFunction\[Rule]Identity]; Show[{p1,p2,p3},DisplayFunction\ [Rule]$DisplayFunction]; Area=(Length[xlistb]/numpts)*2 N[Area] Grades 8–12 teacher tasks – 107 S3MTP • References Supporting and Strengthening Standards-Based Mathematics Teacher Preparation: Guidelines for Mathematics and Mathematics Education Faculty References This references list includes both materials cited in the Guidelines and suggestions for further reading. Ball, D. L. (1990). Prospective elementary and secondary teachers’ understanding of division. Journal for Research in Mathematics Education, 21, 132–144. Ball, D. L. (1991). Research on teaching mathematics: Making subject matter knowledge part of the equation. In J. Brophy (Ed.), Advances in research on teaching (Vol. 2, pp. 1–48). Greenwich, CT: JAI Press. Begle, E. (1979). Critical variables in mathematics education: Findings from a survey of empirical literature. Washington, DC: Mathematical Association of America. Charles A. Dana Center. (2003). Advanced Mathematics Educational Support: Support, recommendations, and resources for facilitating collaboration between higher education mathematics faculty and Texas public high schools, by Ray Cannon, Richard Parr, and Ann Webb. Austin, TX: Author. Charles A. Dana Center and Texas Education Agency. (2001). Rethinking secondary mathematics: In-depth secondary mathematics. [TEXTEAMS teacher professional development institute]. 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