# Data Management and Probability, Grades 4 to 6. A Guide to Effective Instruction in Mathematics, Kindergarten to Grade 6

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1 Data Management and Probability, Grades 4 to 6 A Guide to Effective Instruction in Mathematics, Kindergarten to Grade

2

3 Data Management and Probability, Grades 4 to 6 A Guide to Effective Instruction in Mathematics, Kindergarten to Grade 6

4 Every effort has been made in this publication to identify mathematics resources and tools (e.g., manipulatives) in generic terms. In cases where a particular product is used by teachers in schools across Ontario, that product is identified by its trade name, in the interests of clarity. Reference to particular products in no way implies an endorsement of those products by the Ministry of Education.

5 Contents Introduction 1 The Pleasure of Mathematical Surprise and Insight...1 Working Towards Equitable Outcomes for Diverse Students...2 Accommodations and Modifications...3 The Mathematical Processes...6 Addressing the Needs of Junior Learners...8 Learning About Data Management and Probability in the Junior Grades The Big Ideas of Data Management and Probability 11 About Big Ideas About the Teaching and Learning of Data Management and Probability Big Ideas and Tiered Instruction The Big Ideas of Data Management and Probability in Grades 4 to Collection and Organization of Data 20 Overview Example: Favourite TV Shows Method 1: Matching Questions With Methods of Data Collection and Organization Method 2: Extending the Problem Data Relationships 26 Overview Example: The Masses of Backpacks Method 1: Understanding Data Relationships Method 2: Exploring Data Relationships Through Project-Based Learning Probability 31 Overview Example: The Sum of Two Number Cubes Method 1: Experimental Probability Method 2: Theoretical Probability... 34

6 References 36 Learning Activities 37 Introduction to the Learning Activities Grade 4 Learning Activities 41 Too Much TV (Collection and Organization of Data; Data Relationships) Heads or Tails? (Probability) Grade 5 Learning Activities 68 Daily Physical Activity (Collection and Organization of Data; Data Relationships) Lost Socks (Probability) Grade 6 Learning Activities 93 Paper Airplane Contest (Collection and Organization of Data; Data Relationships) Rock-Paper-Scissors (Probability) Appendix: Guidelines for Assessment 115 Glossary 119

7 /4 9 1/ Introduction 8 7 Data Management and Probability, Grades 4 to 6 is a practical guide that teachers will find useful in helping students to achieve the curriculum expectations outlined for Grades 4 to 6 in the Data Management and Probability strand of The Ontario Curriculum, Grades 1 8: Mathematics, This guide provides teachers with practical applications of the principles and theories that are elaborated in A Guide to Effective Instruction in Mathematics, Kindergarten to Grade 6, The first part of the guide provides a detailed discussion of the three big ideas, or major mathematical themes, in Data Management and Probability, and provides a discussion of mathematical models and instructional strategies that have proved effective in helping students understand the mathematical concepts related to each big idea. The guide emphasizes the importance of focusing on the big ideas in mathematical instruction to achieve the goal of helping students gain a deeper understanding of mathematical concepts. At the end of the first part of the guide is a list of references cited. The second part of the guide provides sample learning activities, for Grades 4, 5, and 6, that illustrate how a learning activity can be designed to: focus on an important curriculum topic; involve students in applying the seven mathematical processes described in the mathematics curriculum document; develop understanding of the big ideas in Data Management and Probability. At the end of the second part of the guide is an appendix that discusses assessment strategies for teachers. There is also a glossary that includes mathematical and other terms that are used in the guide. The Pleasure of Mathematical Surprise and Insight Young children enter school mathematically curious, imaginative, and capable. They have to learn to be otherwise (Papert, 1980). The aim of this resource is to help consolidate and extend junior students mathematical capacity and their potential for mathematical growth by providing ideas and classroom activities that draw their attention to relationships embedded in the big ideas of the Data Management and Probability strand in the Ontario

8 mathematics curriculum and that offer them opportunities to experience the pleasure of mathematical surprise and insight (Gadanidis, 2004). The activities in this resource incorporate the ideas and practice of classroom teachers. The activities have been field-tested in Ontario classrooms, and feedback from practising teachers has been used to create the final versions. The chapter The Big Ideas of Data Management and Probability (pp ) discusses the big ideas on which the activities have been built and contains additional ideas for classroom activities. The teaching of mathematics around big ideas offers students opportunities to develop a sophisticated understanding of mathematics concepts and processes, and helps them to maintain their interest in and excitement about doing and learning mathematics. Working Towards Equitable Outcomes for Diverse Students All students, whatever their socio-economic, ethnocultural, or linguistic background, must have opportunities to learn and to grow, both cognitively and socially. When students can make personal connections to their learning, and when they feel secure in their learning environment, their true capacity will be realized in their achievement. A commitment to equity and inclusive instruction in Ontario classrooms is therefore critical to enabling all students to succeed in school and, consequently, to become productive and contributing members of society. To create effective conditions for learning, teachers must take care to avoid all forms of bias and stereotyping in resources and learning activities, which can quickly alienate students and limit their learning. Teachers should be aware of the need to provide a variety of experiences and to encourage multiple perspectives, so that the diversity of the class is recognized and all students feel respected and valued. Learning activities and resources for teaching mathematics should be inclusive, providing examples and illustrations and using approaches that recognize the range of experiences of students with diverse backgrounds, knowledge, skills, interests, and learning styles. The following are some strategies for creating a learning environment that acknowledges and values the diversity of students and enables them to participate fully in the learning experience: providing mathematics problems with situations and contexts that are meaningful to all students (e.g., problems that reflect students interests, home-life experiences, and cultural backgrounds and that arouse their curiosity and spirit of enquiry); using mathematics examples drawn from diverse cultures, including Aboriginal peoples ; using children s literature that reflects various cultures and customs as a source of mathematical examples and situations; understanding and acknowledging customs and adjusting teaching strategies as necessary. 2 Data Management and Probability, Grades 4 to 6

12 Modified Program What It Means Example Modified learning expectations, different activity, different materials Students with modified expectations participate in different activities. Students with modified expectations work on data management and probability activities that reflect their learning expectations, using a variety of materials and technological tools. (Adapted from Education for All: The Report of the Expert Panel on Literacy and Numeracy Instruction for Students With Special Education Needs, Kindergarten to Grade 6, p. 119.) It is important to note that some students may require both accommodations and modified expectations. The Mathematical Processes The Ontario Curriculum, Grades 1 8: Mathematics, 2005 identifies seven mathematical processes through which students acquire and apply mathematical knowledge and skills. The mathematical processes that support effective learning in mathematics are as follows: problem solving reasoning and proving reflecting connecting representing communicating selecting tools and computational strategies The learning activities in this guide demonstrate how the mathematical processes help students develop mathematical understanding. Opportunities to solve problems, to reason mathematically, to reflect on new ideas, and so on, make mathematics meaningful for students. The learning activities also demonstrate that the mathematical processes are interconnected for example, problem-solving tasks encourage students to represent mathematical ideas, to select appropriate tools and strategies, to communicate and reflect on strategies and solutions, and to make connections between mathematical concepts. Problem Solving: Each of the learning activities is structured around a problem or an inquiry. As students solve problems or conduct investigations, they make connections between new mathematical concepts and ideas that they already understand. The focus on problem solving and inquiry in the learning activities also provides opportunities for students to: find enjoyment in mathematics; develop confidence in learning and using mathematics; 6 Data Management and Probability, Grades 4 to 6

13 work collaboratively and talk about mathematics; communicate ideas and strategies; reason and use critical thinking skills; develop processes for solving problems; develop a repertoire of problem-solving strategies; connect mathematical knowledge and skills with situations outside the classroom. Reasoning and Proving: The learning activities described in this document provide opportunities for students to reason mathematically as they explore new concepts, develop ideas, make mathematical conjectures, and justify results. The learning activities include questions that teachers can use to encourage students to explain and justify their mathematical thinking, and to consider and evaluate the ideas proposed by others. Reflecting: Throughout the learning activities, students are asked to think about, reflect on, and monitor their own thought processes. For example, questions posed by the teacher encourage students to think about the strategies they use to solve problems and to examine the mathematical ideas that they are learning. In the Reflecting and Connecting part of each learning activity, students have an opportunity to discuss, reflect on, and evaluate their problem-solving strategies, solutions, and mathematical insights. Selecting Tools and Computational Strategies: Mathematical tools, such as manipulatives, pictorial models, and computational strategies, allow students to represent and do mathematics. The learning activities in this document provide opportunities for students to select tools (concrete, pictorial, and symbolic) that are personally meaningful, thereby allowing individual students to solve problems and to represent and communicate mathematical ideas at their own level of understanding. Connecting: The learning activities are designed to allow students of all ability levels to connect new mathematical ideas to what they already understand. The learning activity descriptions provide guidance to teachers on ways to help students make connections among concrete, pictorial, and symbolic mathematical representations. Advice on helping students develop conceptual understanding is also provided. The problem-solving experience in many of the learning activities allows students to connect mathematics to real-life situations and meaningful contexts. Representing: The learning activities provide opportunities for students to represent mathematical ideas by using concrete materials, pictures, diagrams, numbers, words, and symbols. Representing ideas in a variety of ways helps students to model and interpret problem situations, understand mathematical concepts, clarify and communicate their thinking, and make connections between related mathematical ideas. Students own concrete and pictorial representations of mathematical ideas provide teachers with valuable assessment information about student understanding that cannot be assessed effectively using paper-and-pencil tests. Introduction

15 Area of Development Physical Development Characteristics of Junior Learners Generally, students in the junior grades: experience a growth spurt before puberty (usually at age 9 10 for girls, at age for boys); are concerned about body image; are active and energetic; display wide variations in physical development and maturity. Implications for Teaching Mathematics The mathematics program should provide: opportunities for physical movement and hands-on learning; a classroom that is safe and physically appealing. Psychological Development Generally, students in the junior grades: are less reliant on praise, but still respond well to positive feedback; accept greater responsibility for their actions and work; are influenced by their peer groups. The mathematics program should provide: ongoing feedback on students learning and progress; an environment in which students can take risks without fear of ridicule; opportunities for students to accept responsibility for their work; a classroom climate that supports diversity and encourages all members to work cooperatively. Social Development Generally, students in the junior grades: are less egocentric, yet require individual attention; can be volatile and changeable in regard to friendship, yet want to be part of a social group; can be talkative; are more tentative and unsure of themselves; mature socially at different rates. The mathematics program should provide: opportunities to work with others in a variety of groupings (pairs, small groups, large group); opportunities to discuss mathematical ideas; clear expectations of what is acceptable social behaviour; learning activities that involve all students regardless of ability. Moral and Ethical Development Generally, students in the junior grades: develop a strong sense of justice and fairness; experiment with challenging the norm and ask why questions; begin to consider others points of view. The mathematics program should provide: learning experiences that provide equitable opportunities for participation by all students; an environment in which all ideas are valued; opportunities for students to share their own ideas, and evaluate the ideas of others. (Adapted, with permission, from Making Math Happen in the Junior Years. Elementary Teachers Federation of Ontario, 2004.) Introduction

17 / The Big Ideas of Data Management and Probability All learning, especially new learning, should be embedded in well-chosen contexts for learning that is, contexts that are broad enough to allow students to investigate initial understandings, identify and develop relevant supporting skills, and gain experience with varied and interesting applications of the new knowledge. Such rich contexts for learning open the door for students to see the big ideas, or key principles, of mathematics, such as pattern or relationship. 9 1/ (The Ontario Curriculum, Grades 1 8: Mathematics, 2005, p. 25) About Big Ideas Ginsburg (2002, p. 13), who has extensively studied young children doing mathematics, suggests that, although mathematics is big, children s minds are bigger. He argues that children possess greater competence and interest in mathematics than we ordinarily recognize, and we should aim to develop a curriculum for them in which they are challenged to understand big mathematical ideas and have opportunities to achieve the fulfilment and enjoyment of their intellectual interest (p. 7). In developing a mathematics program, it is important to concentrate on major mathematical themes, or big ideas, and the important knowledge and skills that relate to those big ideas. Programs that are organized around big ideas and focused on problem solving provide cohesive learning opportunities that allow students to explore mathematical concepts in depth. An emphasis on big ideas contributes to the main goal of mathematics instruction to help students gain a deeper understanding of mathematical concepts. When students construct a big idea, it is big because they make connections that allow them to use mathematics more effectively and powerfully (Fosnot & Dolk, 2001). Teaching and Learning Mathematics: The Report of the Expert Panel on Mathematics in Grades 4 to 6 in Ontario, 2004 (p. 19) states that big ideas are also critical leaps for students who are developing mathematical concepts and abilities. 11

18 Students are better able to see the connections in mathematics, and thus to learn mathematics, when it is organized in big, coherent chunks. In organizing a mathematics program, teachers should concentrate on the big ideas and view the expectations in the curriculum policy documents for Grades 4 to 6 as being clustered around those big ideas. The clustering of expectations around big ideas provides a focus for student learning and for teacher professional development in mathematics. Teachers will find that investigating and discussing effective teaching strategies for a big idea is much more valuable than trying to determine specific strategies and approaches to help students achieve individual expectations. In fact, using big ideas as a focus helps teachers to see that the concepts presented in the curriculum expectations should not be taught as isolated bits of information but rather as a network of interrelated concepts. In building a program, teachers need a sound understanding of the key mathematical concepts for their students grade level, as well as an understanding of how those concepts connect with students prior and future learning (Ma, 1999). Such knowledge includes an understanding of the conceptual structure and basic attitudes of mathematics inherent in the elementary curriculum (p. xxiv), as well as an understanding of how best to teach the concepts to children. Concentrating on developing this knowledge will enhance teaching and provide teachers with the tools to differentiate instruction. Focusing on the big ideas provides teachers with a global view of the concepts represented in the strand. The big ideas also act as a lens for: making instructional decisions (e.g., choosing an emphasis for a lesson or set of lessons); identifying prior learning; looking at students thinking and understanding in relation to the mathematical concepts addressed in the curriculum (e.g., making note of the ways in which a student solves a division problem); collecting observations and making anecdotal records; providing feedback to students; determining next steps; communicating concepts and providing feedback on students achievement to parents 1 (e.g., in report card comments). Focusing on the big ideas also means that teachers use strategies for advancing all students mathematical thinking (Fraivillig, 2001) by: eliciting from students a variety of solution methods through appropriate prompts, collaborative learning, and a positive, supportive classroom environment; 1. In this document, parent(s) refers to parent(s) and guardian(s). 12 Data Management and Probability, Grades 4 to 6

19 helping students develop conceptual understanding by attending to relationships among concepts; extending students mathematical thinking by (a) encouraging them to try alternative ways of finding solutions and to generalize, and (b) setting high standards of mathematical performance for all students. About the Teaching and Learning of Data Management and Probability The related topics of data management and probability are highly relevant to everyday life. Graphs and statistics bombard the public in advertising, opinion polls, population trends, reliability estimates, descriptions of discoveries by scientists, and estimates of health risks, to name a few. (The Ontario Curriculum, Grades 1 8: Mathematics, 2005, p. 9) The National Council of Teachers of Mathematics (NCTM, 2000) suggests that junior students need frequent experiences with investigations, ranging from quick class surveys to projects that take several days (p. 177). Frequent work with brief surveys (How many brothers and sisters do people in our class have? What s the farthest you have been from your home?) can acquaint students with particular aspects of collecting, representing, summarizing, comparing, and interpreting data. More extended projects can engage students in a cycle of data analysis formulating questions, collecting and representing the data, and considering whether their data are giving them the information they need to answer their question (NCTM, 2000, p. 177). In the junior grades, students are becoming more aware of and interested in the world around them. By studying data management and probability in contexts provided by other subject areas, such as social studies, science, and health and physical education, they have the opportunity to connect with the world. It is not uncommon to encounter forms of data representation that give a misleading interpretation of the data. It is also not uncommon to find that adults often have misconceptions about probability. Junior students need a solid understanding of probability and need help to develop critical data analysis skills. Meaningful hands-on investigations are the ideal starting point. The Big Ideas of Data Management and Probability 13

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