Academic Data for Instructional Decisions: Secondary Level Dr. Amy Lingo Regina Hirn Project ABRI University of Louisville Project ABRI 2009 ABRI Defined • ABRI: Academic and Behavior Response to Intervention • Pilot program involving 3 districts and representing elementary, middle and high school levels • In partnership with the Kentucky Department of Education • To promote both academic and behavior responses in schools Project ABRI 2009 ABRI Process Project ABRI 2009 Where can I find academic data at the secondary school level? • State wide assessment results • Screening results • District administered standardized assessment • Teacher administered formative assessment • Teacher administered summative assessment Project ABRI 2009 Data Examples within a Multi-tiered Intervention Model Ongoing Progress Monitoring Targeted: CBM Ongoing Progress Monitoring Universal: Screening Results State testing results Classroom Assessments Project ABRI 2009 Critical to the ABRI Process What are the data? How will we assess the goal? What do the data tell us? What goals can be set using the data? What are questions about the data? Project ABRI 2009 Academic Data Reading/Language Arts/English •Collection •Analysis Reading •Decision Making Project ABRI 2009 Reading/Language Arts/English • Collection – Year in Review – Screening results • Compilation – Reformat/export for interpretation – Charts – Graphs – Questioning of results Project ABRI 2009 Common Assessments (examples) • • • • • • • Informal Reading Inventory Reading Assessments PAS MAP GRADE ACT Explore/Plan Eckwall/Shanker Reading Inventory (Can be used through Grade 9) Subtests • Phonemic Awareness – Skill(s) measured: Phonemic awareness • Sight Vocabulary; Word List – Skill(s) measured: Word recognition • Phonics; Structural Analysis – Skill(s) measured: Phonics • Oral and Silent Reading – Skill(s) measured: Reading connected text • Listening and Reading Comprehension – Skill(s) measured: Understanding connected text Qualitative Reading Inventory • Word List – Skill(s) measured: Word recognition • Oral and Silent Reading – Skill(s) measured: Reading connected text • Listening and Reading Comprehension – Skill(s) measured: Understanding connected text Students who Score Below Benchmark • In phonemic awareness – practice with rhyming, discriminating, blending, and segmenting • In phonics or word recognition – practice with letter/sound correspondence, blending, word families, and multisyllabic words • In reading fluency or reading connected text – practice with letter recognition, letter/sound correspondence, high frequency words, oral reading • In comprehension – practice with preparation, organization, elaboration, metacognition, and text structures, Forming Groups Based on Assessment Data • Review data sources – Standardized measures – Curriculum-based measures – Progress monitoring – Informal information (classroom data, observations) • Identify at-risk students using data • Determine targeted areas for instruction • Students may have multiple areas of need • Consider course offerings or electives 13 Grade 8 Reading/Language Arts n=48 90 80 Percent of Student Scores 70 60 50 Crit Eval Structure 40 Writ Conv 30 20 10 0 Novice Apprentice Proficient Score Range Project ABRI 2009 Distinguished High School Year in Review % of Students Failing 1 or More Courses 4 9% 6 5 3% 3% 1 3 13% 1 46% 2 3 4 5 6 2 26% 171 Students Project ABRI 2009 High School Year in Review % of Course Failures by Class 4 13% 1 41% 3 15% 1 2 3 4 2 31% Project ABRI 2009 High School Year in Review % of Failures in Math and English Alg I, 13.3 Alg II, 6.8 Other, 44.1 Geom, 13 Eng I, 13 Eng II, 6.2 Eng IV, 1.4 Eng III, 2.3 Project ABRI 2009 N=354 Percentage of Student Scores Grade 11 KPR Results 60 50 40 30 Mathematics 20 Reading 10 0 KPR Score Project ABRI 2009 ACT Scores in English and Reading 50 45 Percent of Student Scores 40 35 30 English 25 Reading 20 15 10 5 0 Score 1-15 Score 16-19 Score 20-23 ACT Score Range Project ABRI 2009 Score 24-36 Academic Data Mathematics/Algebra/Geometry Mathematics •Collection •Analysis •Decision Making Project ABRI 2009 Mathematics • Collection – Year in Review – Overall Results • Compilation – Reformatting – Charts – Graphs – Questioning Project ABRI 2009 Common Assessments • • • • • • Fluency Assessments – One Minute Timings Diagnostic Interviews Error Analysis of student work Benchmarking software programs Course assessments Credit recovery systems Fluency Assessments • One minute timings of basic math facts • Screening tool • 40 digits correct per minute ages 9 to adult – Addition/subtraction – Multiplication/division Project ABRI 2009 Diagnostic Interviews in Mathematics • Diagnostic interviews are a means of getting in-depth information about an individual student’s knowledge and mental strategies about the concept under investigation. A student is given a problem and asked to verbalize his or her thinking at points in the process for solving the problem. Project ABRI 2009 Error Analysis of Student Work • • • • • • Problem completion analysis Think Aloud with error analysis Conceptual vs. procedural error analysis Steps/procedures Prior knowledge Connections to work, technology, science, everyday life activities Project ABRI 2009 Software Programs • Computer software programs that identify specific goals based on student responses • Example: – Determines student performance on a variety of problems identified as easy, medium and hard – Reveals student accuracy with problem types – Course programs – Programs designed to provide practice Project ABRI 2009 Students who Score Below Benchmark • In mathematics fluency • In conceptual understanding • In mathematics procedures within word problems • In application of authentic problems Grade 8 Mathematics n=50 60 Percent of Student Scores 50 40 Novice 30 Apprentice Proficient Distinguished 20 10 0 Number Comp Geom Measure Prob Statistics Mathematics Content Area Project ABRI 2009 Algebraic Concepts Grade 10 Mathematics Results 50 45 Percentage of Students n=55 40 35 30 Novice 25 Apprentice Proficient 20 Distinguished 15 10 5 0 Number Comp Geom Measure Prob Statistics Mathematics Content Area Project ABRI 2009 Algebraic Concepts ACT Scores in Mathematics 35 Percent of Student Scores 30 25 20 15 10 5 0 Score 1-15 Score 16-19 Score 20-23 ACT Score Range Project ABRI 2009 Score 24-36 Year in Review Project ABRI 2009 Sample Fluency Intervention Great Leaps Math • 2 days per week 4/4 met benchmark • 3 days per week 6/7 met benchmark 4/28 100% 7/28 86% Project ABRI 2009 Probe 10 Probe 10 ABRI Process Decision making What are the data? How will we assess the goal? What do the data tell us? What goals can be set using the data? What are our questions about the data? Project ABRI 2009