Probability STEM-Centric Lesson Author: Hannah Knisely Background Information Subject: Identify the course the lesson will be implemented in. Grade Band: Identify the appropriate grade band for the lesson. Duration: Identify the time frame for the lesson. Overview: Provide a concise summary of what students will learn in the lesson. It explains the lesson’s focus, connection to content, and real world connection. Algebra I 9-10 90 Minutes This lesson is an introduction to probability. Students will conduct experiments in order to determine the likelihood or probability of conceiving a girl versus a boy. A STEM Specialist will help students interpret their results and engage students in hands-on learning experiences that demonstrate how probabilities are used and incorporated by STEM professionals. Students will begin to explore real-life applications for finding the probability of an event occurring. Teachers will need to understand the basics of probability. They will need to familiarize themselves with independent and dependent events as well as mutually exclusive events; and the difference between “and” and “or” probabilities. Background Information: Identify information or resources that will help teachers understand and facilitate the challenge. Definition Example An experiment is a situation involving chance or probability that leads to results called outcomes. In the problem above, the experiment is spinning the spinner. An outcome is the result of a single trial of an experiment. The possible outcomes are landing on yellow, blue, green or red. An event is one or more outcomes of an experiment. One event of this experiment is landing on blue. Probability is the measure of how likely an event is. The probability of landing on blue is one fourth. In order to measure probabilities, mathematicians have devised the following formula for finding the probability of an event. Probability Of An Event P(A) = The Number Of Favorable Outcomes Total Possible Outcomes Page 1 of 9 Probability STEM-Centric Lesson STEM Specialist Connection: Describe how a STEM Specialist may be used to enhance the learning experience. STEM Specialist may be found at http://www.thestemnet.com/ Enduring Understanding: Identify discrete facts or skills to focus on larger concepts, principles, or processes. They are transferable - applicable to new situations within or beyond the subject. Essential Questions: Identify several open-ended questions to provoke inquiry about the core ideas for the lesson. They are grade-level appropriate questions that prompt intellectual exploration of a topic. Student Outcomes: Identify the transferable knowledge and skills that students should understand and be able to do when the lesson is completed. Outcomes must align with but not limited to Maryland State Curriculum and/or national standards. Product, Process, Action, Performance, etc.: Identify what students will produce to demonstrate that they have met the challenge, learned content, and employed 21st century skills. Additionally, identify the audience they will present what they have produced to. Background Information Visit khanacademy.org for videos and practice problems to familiarize yourself with Probability basics. https://www.khanacademy.org/math/trigonometry/prob_comb/basic_prob_precalc/v/basic-probability STEM Specialists would be incredibly beneficial in this probability lesson. They can provide better insight as to how probability and statistics are used in STEM careers. Some examples of careers that use probability and statistics on a daily basis include, but are not limited to, medical decision making, actuarial sciences, bio-mathematicians, biomedical sciences, environmental and ecological sciences, government services, finances, engineering, nursing, pharmaceuticals, public policy, quality improvement, risk analysis, survey researchers, marketing, etc. The probability of an event happening is equivalent to the number of favorable outcomes divided by the total possible outcomes. Probability and statistics are tools that can be used to inform decisions. How can probability be used to inform decisions? What careers incorporate the use of probability and statistics for decision making? Students will be able to: calculate the probability of an event occurring. determine which decision is best given the probability of success. apply probability to real-world situations, including careers in STEM that use probability and statistics for decision making. Students will work in pairs (or individually) to conduct an experiment simulating the outcome of gender in children. This experiment will help with their overall understanding of how experimental probability is related to theoretical probability and why a simulation would be used rather than conducting a full experiment in the case of gender outcome. Students will have the goal of being able to describe what probability is, how it is used in the real world, and what careers incorporate the use of probability in decision making. Audience: ☒Peers ☒Experts / Practitioners ☒Teacher(s) ☐School Community ☐Online Community ☐Other______ Page 2 of 9 Probability STEM-Centric Lesson Standards Addressed in the Lesson: Suggested Materials and Resources: Identify materials needed to complete the lesson. This includes but is not limited to websites, equipment, PowerPoints, rubrics, worksheets, and answer keys. Background Information S-MD.B.5.a Weigh the possible outcomes of a decision by assigning probabilities to pay off values and finding expected values. S-MD.B.6 Use probabilities to make fair decisions S-MD.B.7 Analyze decisions and strategies using probability concepts (e.g., product testing, medical testing, pulling a hockey goalie at the end of a game). S-CP.A.1 Describe events as subsets of a sample space (the set of outcomes) using characteristics (or categories) of the outcomes, or as unions, intersections, or complements of other events (“or,” “and,” “not”). S-CP.A.2 Understand that two events A and B are independent if the probability of A and B occurring together is the product of their probabilities, and use this characterization to determine if they are independent. S-CP.A.3 Understand the conditional probability of A given B as P(A and B)/P(B), and interpret independence of A and B as saying that the conditional probability of A given B is the same as the probability of A, and the conditional probability of B given A is the same as the probability of B. S-CP.A.5 Recognize and explain the concepts of conditional probability and independence in everyday language and everyday situations. For example, compare the chance of having lung cancer if you are a smoker with the chance of being a smoker if you have lung cancer. S-CP.B.6 Recognize and explain the concepts of conditional probability and independence in everyday language and everyday situations. For example, compare the chance of having lung cancer if you are a smoker with the chance of being a smoker if you have lung cancer. S-CP.B.7 Apply the Addition Rule, P(A or B)=P(A)+P(B)−P(A and B), and interpret the answer in terms of the model. S-CP.B.8 Apply the general Multiplication Rule in a uniform probability model, P(A and B)=P(A)P(B|A)=P(B)P(A|B), and interpret the answer in terms of the model. Equipment: Projector Computer Calculator Coins (enough for each student in the class to have one) Pencil/Pen Websites (must be accessible to all stakeholders): The following resources are not directly used in this lesson but could be used for review/research/extension of the topic. http://www.ma.utexas.edu/users/mks/statund/careers.html http://www.myplan.com/majors/mathematical-statistics-and-probability/related-careers27.0502.html Page 3 of 9 Probability STEM-Centric Lesson Background Information People, Facilities: Teacher STEM specialist Materials (rubrics, worksheets, PowerPoints, answer keys, etc.): Gender Simulation Record Sheet Probability PowerPoint Things to Consider… (Classwork) Supplemental homework assignments (candy, dice, spinners) Consider having the students create their own homework assignment (students create probability questions and provide the answers with the assignment to validate their understanding) Page 4 of 9 Probability STEM-Centric Lesson Learning Experience 5E Component Identify the 5E component addressed for the learning experience. The 5E model is not linear. ☒Engagement ☐Exploration ☐Explanation ☐Extension ☐Evaluation Details Standards for Mathematical Practice Materials: Projector Computer Probability PowerPoint Gender Simulation Record Sheet Coins (enough for each student in the class to have one) ☐Make sense of problems and persevere in solving them. Preparation: Use the PowerPoint as a guide throughout the lesson. Provide each student with a copy of the Gender Simulation Record Sheet and a coin to flip. ☒Construct viable arguments and critique the reasoning of others. Facilitation of Learning Experience: Began the class with a discussion about probability. Specifically, open with where students have heard the word “probability” or “statistics” before. Discuss the idea of a simulation—the act of imitating an actual event, condition, or situation for the use of computing probability of an event occurring. Lead students into a discussion of gender in children. Ask them if a simulation would be an appropriate means to determine if a couple will have a boy or girl. Have the students conduct their own simulations using a coin to represent the two different genders—boy=heads, girl=tails. The results from each of their coin tosses should be recorded in the Gender Simulation Record Sheet. When the class is done with their individual simulations open the classroom back up to discussion. As a class discuss the following questions: 1. How many families had three male children? Female children? 2. How many of your families had the same order of male and female children? 3. How many different combinations of offspring are possible in this simulation? 4. Did anyone else in the class have exactly the same simulation results as you? ☐Reason abstractly and quantitatively. ☒Model with mathematics. ☐Use appropriate tools strategically. ☐Attend to precision. ☐Look for and make use of structure. ☒Look for and express regularity in repeated reasoning. Page 5 of 9 Probability STEM-Centric Lesson Learning Experience 5E Component Identify the 5E component addressed for the learning experience. The 5E model is not linear. Details Standards for Mathematical Practice 5. Why is the gender of each child an independent event? Sample Answers to these questions include: 1. Two families; one family 2. Two families 3. 8 4. It is possible, but not common. 5. The gender of each child does not depend on the gender of any other child. Transition: Collect the coins, as well as the gender simulation record sheet. If the questions posed for analysis were written down (teacher discretion) then those answers should be passed forward as well. ☐Engagement ☐Exploration ☒Explanation ☐Extension ☐Evaluation Materials: Projector Computer Probability PowerPoint Preparation: Use the PowerPoint as a guide throughout the lesson. Facilitation of Learning Experience: Slowly go through the Probability PowerPoint with students. Discuss the difference between independent and dependent events. Show that probability is a number between 0 and 1. This number can be represented as a fraction, decimal, or percent. Next, discuss the difference between experimental and theoretical probability. After that, explain the difference between unions and intersections—“or” vs “and” respectively. Walk students through the basic examples provided on how to calculate probability. Be sure to break down what it means for two events to be mutually exclusive. ☐Make sense of problems and persevere in solving them. ☒Reason abstractly and quantitatively. ☐Construct viable arguments and critique the reasoning of others. ☒Model with mathematics. ☐Use appropriate tools strategically. ☒Attend to precision. ☐Look for and make use of structure. Page 6 of 9 Probability STEM-Centric Lesson Learning Experience 5E Component Identify the 5E component addressed for the learning experience. The 5E model is not linear. Details Transition: Now that students have been exposed to what it means to calculate probability apply this concept to everyday events the students can relate to. ☐Engagement ☒Exploration ☐Explanation ☐Extension ☐Evaluation Materials: Projector Computer Probability PowerPoint Facilitation of Learning Experience: Ask students for their input when it comes to applying the idea of probability to everyday events. The PowerPoint highlights four simple applications: traffic patterns, dressing for the weather, gambling, and where to eat to avoid food poisoning. Be sure to expand this through class discussion. Discussions will vary so application answers will vary with it. Next, expand that discussion to include careers that incorporate the use of probability. The PowerPoint presentation gives several examples of careers (specifically STEM careers) that incorporate the use of probability for decision making, but again, feel free to expand the list. Transition: Now that the students have been exposed to the concept of probability and how it is used/incorporated into everyday life, the students should be asked to apply that knowledge to their own decision making strategies, using probability. Standards for Mathematical Practice ☐ Look for and express regularity in repeated reasoning. ☐Make sense of problems and persevere in solving them. ☒Reason abstractly and quantitatively. ☒Construct viable arguments and critique the reasoning of others. ☐Model with mathematics. ☐Use appropriate tools strategically. ☐Attend to precision. ☐Look for and make use of structure. ☐ Look for and express regularity in repeated reasoning. Page 7 of 9 Probability STEM-Centric Lesson Learning Experience 5E Component Identify the 5E component addressed for the learning experience. The 5E model is not linear. ☐Engagement ☐Exploration ☐Explanation ☐Extension ☒Evaluation Details Materials: Things to Consider handout Preparation: Review questions in Things to Consider handout in advance. Prepare copies of Things to Consider handout for students. Facilitation of Learning Experience: Students should work independently (or with a partner) and read through the scenarios posed. Each scenario paints a picture of a situation with statistics provided. Students will read through the situation, analyze, and make a decision using the statistics given to justify their answer. This process should be done independently (or with a partner) to start but could end in a class discussion of decisions made. Transition: Students should demonstrate their new-found knowledge of probability through practice problems in the form of examples. To expand the incorporation of real-world examples, have the students create their own homework assignment. They should come up with 5-10 questions on their own, applying probability to the real world. Once finished, they should make an answer key, indicating each step of the equation to prove their understanding of the material. Additional homework assignments are included with the lesson. Standards for Mathematical Practice ☒Make sense of problems and persevere in solving them. ☒Reason abstractly and quantitatively. ☒Construct viable arguments and critique the reasoning of others. ☐Model with mathematics. ☐Use appropriate tools strategically. ☐Attend to precision. ☒Look for and make use of structure. ☒ Look for and express regularity in repeated reasoning. Page 8 of 9 Probability STEM-Centric Lesson Supporting Information Struggling Learners Provide guided notes that follow along with the PowerPoint presentation. These notes could include the definitions, example problems, etc. and simply leave blank spaces for the students to fill in as the notes are discussed in class. For the Things to Consider… assignment, students can be guided into the right direction by discussing the options with the teacher or the STEM specialist weighing out the consequences for decisions made, based on the situation given. English Language Learners Incorporate supporting materials as discussed under the “Struggling Learners” section. Interventions/Enrichments Identify interventions and enrichments for diverse learners. Provide a word bank with definitions/translations for students to better understand the terminology. Incorporate real-world examples from the student(s) native country (if different from American usage). Gifted and Talented Have students determine different scenarios in which probability would be used to make difficult decisions. Allow students to use computers or Mobile Learning Devices (Phones, Tables, iPods, etc.) to research situations in which knowing the probability/statistics prior to decision making is vital. Page 9 of 9