152: From Tracking to Growth Mind Set Grouping

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Opportunities to Learn (OTL) & Tracking:
  • Students given opportunities to learn high-level content tend to achieve at higher levels
  • Early tracking denies OTL to many students.
  • Early tracking goes against research about child development and the plasticity of the brain.
  • Ability grouping promotes fixed mindsets.
  • Early tracking tends to lower achievement scores.
    • Can make higher tracked students more brittle due to fixed mindsets and due to defending their gifted identifies
    • Can demoralize lower tracked students
Growth Mindset Grouping:
  • Grouping students heterogeneously and using strategies to leverage the strengths of heterogeneous groups.  See below.
Teaching Heterogeneous Groups Effectively:
  1. Provide Open-Ended Tasks
    • Assign problems with a low floor and high ceiling
    • Challenge and support individual students at the right levels
  2. Offer a Choice of Tasks
    • Offer students choice of different tasks that address different levels and fields of mathematics
      • Examples:
        • Choose between 2 tasks: 1) investigate shapes with area of 64 or (2) investigate shapes with volume of 216
  3. Individualized Pathways
    • Example: Using SMILE cards to individualize instruction for London students
      • Assign students 10 cards that they word on at their own pace before collecting 10 more
      • To see the SMILE cards, go here.
    • Offer individualized learning pathways and opportunities for group work and collaboration.
Four Tenets of Complex Instruction (or How to Do Math Effectively in Teams):
  • pedagogical approach designed to make group work equitable designed by Liz Cohen and Rachel Lotan
  1. Multidimensionality
    • Emphasize more than one type of math processing including:
      • asking good questions
      • rephrasing problems
      • explaining
      • using logic
      • justifying methods
      • using manipulatives
      • connecting ideas
      • helping others
    • Design group worthy tasks.  These tasks:
      • illustrate important math concepts
      • allow for multiple representations
        • encourage visuals
        • encourage color-coding to represent same ideas in different visuals – for example make all visuals that represent the variable, x, blue
      • draw effectively on collective resources of the group
      • have several possible solution paths
      • Examples –
        • Given several pile patterns what would be the pile number for pile 10
        • Challenge activity intentionally designed to have missing information
        • Use linear functions (t-tables, drawings, equations, visuals, etc.) to derive the equation for the lengths of shoe laces that go with given shoe sizes
        • Problems from the CPM Connections series
        • Problems from the Interactive Mathematics Program
    • Encourage students to tackle group worthy tasks using strategies such as:
      • reading problems aloud
      • ask themselves questions such as:
        • what is the problem asking us?
        • how could we rephrase the question?
        • what are the key parts of the problem?
  2. Roles
    • Assign meaningful roles to students.  Here are some examples:
      • Organizer – keeps team focused on the task at hand
      • Resourcer – only one that can leave the table to gather resources and to call over the teacher when the team is ready
      • Understander – Asks questions that get all team members to understand and record all ideas that are presented
      • Includer – Makes sure all team members are included in discussions
  3. Assigning competence
    • Raising the status of a student perceived to have low status in a group by praising their work, their thinking or their contributions to the team
    • This can be especially helpful for students who are introverted and soft spoken
  4. Shared student responsibility
    • Invest time in teaching students how to collaborate effectively
      • develop and scaffold group norms for respect and listening
        • example lesson – Ask students to make class lists of things They Like and Don’t Like  to see / experience / hear when they are solving problems in groups.  Use these lists to make class displays that encourage (discourage) good (bad) team behaviors
      • be explicit about good math values and the purposes they serve
        • examples of things to value:
          • communicating thinking behind solutions
          • creative representations of ideas
        • examples of things to discourage:
          • speeding through the solutions without explaining reasoning
      • calling on students at random within a team to explain their team’s ideas and other concepts
        • if student doesn’t know the answer, emphasize to the team that it’s the team’s responsibility to make sure everyone understands the concept related to the question
        • give team time to teach other
        • return and ask the same student the same question
      • Group tests – students would take test individually, one test selected at random to be the score for the entire team
      • Set up problem solving norms that REQUIRE students to always justify their reasoning and answers
      • Promote relationship equity
        • less about having equal scores and more about showing respect for others
      • What about high achievers? Will they be harmed by heterogenous grouping?
        • many high achievers are fast problem solvers who need to develop the skill of slowing down and explaining the reasoning for the steps in their solutions
        • discussing problems in groups can help these speedy problem solver solve problems at deeper levels through discourse

 

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Homogeneous ability grouping can lead to fixed mindsets about one’s abilities in math.  These fixed mindsets can harm students who are led to believe that they have high or low abilities in math.  Students grouped as “high ability” may develop a fragile sense of self that leads to investing more energy to protect the gifted image of themselves rather than investing that energy in growth  Students who are labeled as low ability may lose the sense of self-efficacy needed to persevere through challenging problems.
This article describes strategies for growth mindset grouping – i.e. grouping students heterogeneously and designing tasks and implementing strategies that encourage students to effectively collaborate while solving math problems together.  See above for descriptions for these strategies.

 

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Preparation Steps
  • Research or design rich mathematical tasks that are group worthy.  These tasks have low floors and high ceilings.  They are multidimensional, have multiple solution pathways, can be represented in multiple ways and encourage discussion and group work.
  • Develop and scaffold norms, values, and strategies that promote effective collaboration.
  • Decide on what group roles you would like students to practice throughout the year.
  • Decide on what strategies you will use to reward group accountability.
Early Implementation Steps
  • Teach students HOW to collaborate effectively and HOW to live out effective mathematical values and strategies.  See above for ideas.
  • Use assigning competence strategy to redirect and model for groups how to value the opinions of students who aren’t getting a lot of air time.
  • Use strategies that emphasized shared accountability – for example:
    • assigning random people to speak on behalf of the team to the entire class,
    • group tests (random person’s test is scored and that score is assigned to the whole team)
Advanced Implementation Steps
  • Sequence collaboration strategies in phases in a order that is logical and emphasizes collaboration skills that tie well with content activities
  • Gather feedback from students on norms and strategies in order to fine-tune them

 

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132: Mathematics & the Path to Equity

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The Elitist Structure of Mathematics
  • Elitist views place math as subject harder than other subjects that can only be accessed by a select few.
  • Math is taught as a performance subject that weeds out people with & without the math gene
  • Some people enjoy sorting mechanism of math because they have been sorted into the side of the limited Have’s
  • Some people enjoy thinking that their math ability is due to genetic superiority
  • Sometimes math teachers feel like they are superior to teachers who teach other subjects
    • these same teachers may feel justified in failing many students because they feel like they are the guardians of math success and only stars can move to higher levels
  • Some university math departments lower grades of students who display hard work habits such as attending office hours
The Myth of the Mathematically Gifted Child
  • Even math geniuses had to work hard to be able to produce relevant work
  • “Gifted” status awarded to students who can do things quickly, not necessarily kids who work hard and are persistent
    • Myth of genetic difference can make “gifted” students intellectually brittle because they may end of devoted a lot of energy to protecting their gifted identities
  • Valuing “giftedness” over hard work may cause:
    • high achievers to hide or underemphasize the effort they exerted to achieve
    • hard workers to feel like imposters because they had to work hard to achieve
  • Elitist math views + stereotypes of who can be good at math create large equity gaps in math
    • in 2014 – 73% math doctorates were male, 94% were white or Asian
    • the more a field values giftedness, the less likely are women and minorities to enter the field
  • Rushing students to higher levels of math can dilute the depth at which they understand fundamental concepts and processes
    • could lead to students who are procedurally fast, but can’t explain rationale for procedures
Equitable Strategies
  1. Offer all students high-level content.  
  2. Work to change ideas about who can do mathematics.
  3. Encourage students to think deeply about mathematics.
    • The desire to think and understand deeply is more critical to math achievement than the ability to perform procedures quickly.
    • Include experiences that are
      • hands-on
      • project-based
      • tied to real life applications
      • allow for collaboration
  4. Teach students to work together.
    • Shared struggles make challenges less intimidating
    • Discussing math helps people make sense of it
  5. Give lots of encouragement to people who are normally left out (women and minorities).
    • Do not comfort kids by buying into their “I’m just not a math person” fixed mindsets
    • Anyone can perform poorer when they are on the under-side of a stereotype of performance
  6. Eliminate (or at least change the nature of) homework.
    • Homework spreads low income equity achievement gap because low income students have less time and less resources while completing homework
      • inequities are magnified when class starts with homework review
    • Instead of practice problems, offer reflection questions such as
      • what was the main idea learned today?
      • what is something you are struggling or have questions about?
      • how could lessons from today be applied in real life?
    • Instead of practice problems, offer inquiry problems that have students seek out examples of current concepts in their lives

 

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Uncovering the elitist structures embedded into the structures of math curricula and the attitudes it promotes can help teachers be more aware of how to revise their practices to close equity gaps.  Equitable teaching practices have been shown to have a greater impact than minority role models.  This empowers any teacher to practice strategies that can close achievement gaps.

 

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Preparation Steps
  • Research specific strategies related to equitable practices listed above.
  • Examine practices and attitudes critically to see if any are directly or indirectly elitist.
  • Develop strategies, visuals, and lesson plans that eliminate elitist views of math and replace them with growth mindset views of math.
Early Implementation Steps
  • Implement policies, visuals, scaffolding and assessments that combat elitist views of math and promote growth mindset views of math.
  • Teach students skills related to math achievement:
    • brainstorming
    • communicating
    • sense making
    • drawing to understand
    • reflecting
    • collaborating, etc
  • Use student feedback to fine tune policies, scaffolding and assessments
Advanced Implementation Steps
  • Assess students attitudes over time to see if their views of math and their place in it is changing over time
  • Research and implement strategies that set high expectations and also offer high levels of support to all math learners
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131: Rich Mathematical Tasks

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5 C’s of Mathematical Engagement:
  1. Curiosity
  2. Connection making
  3. Challenge
  4. Creativity
  5. Collaboration
Why Rich Mathematical Tasks:
  • expose people to openness and flexibility of mathematics
  • generate excitement
  • create more opportunities for understanding
  • provide support for high challenge tasks
Characteristics of Engaging Lessons with Rich Mathematical Tasks
  • Task is challenging (high ceiling), but accessible (low floor).
  • Students view task as a puzzle
  • Visual thinking builds understanding
  • Classroom culture values mistakes
  • Students respect each other’s thinking
  • Students use own ideas (not blindly follow given procedures)
  • Students collaborate
  • Students have different things to offer to team effort to solve problem
  • Students don’t think they are finding a standard answer – think they are finding own solutions to a problem
  • Good Timing (Just in Time Teaching)
    • Let students explore applied problems first
    • Observe students
    • Introduce methods when they reach a stuck point that can be resolved by the method
    • Helps students learn value of methods and develop intuitive sense for methods
 
Examples of Rich Mathematical Tasks:
  • 18×5
    • Solve 18×5 using mental math
    • Display different solutions using simple thumbnail sketches
  • Growing geometric patterns
    • Explain visually how pattern is growing
    • Share different growth pattern ideas
    • Use growth pattern ideas to find 100th and nth iterations of patterns
  • Build a fence out of 36 1-m planks
    • Use 36 1-meter planks to build fence that encloses the most land
  • Lemon volume
    • Find the volume of a melon (precursor to teaching integration methods)
  • Cuisenaire Rod Train Task
    • Use Cuisenaire Rod to determine how many different trains can be made from a rod of prescribed length
    • Find connection between Pascal’s triangle and numbers of trains in rods
  • Negative Space Task
    • Find patterns in geometric patterns that go up in positive indexes and then down in negative indexes
    • Figure out how to represent negative index results visually and numerically
  • How Close to 100?
    • Roll pair of dice – use pair of dice to draw an array on a 10×10 grid.  Write number sentence that related dice numbers to array area,
    • Take turns rolling dice, drawing arrays and writing related number sentences
    • Place until no more arrays can be fit unto 10×10 grid
  • 1 Divided by 2/3
    • Don’t apply the fraction rule of division
    • Use visuals to make sense of answer
  • Four 4’s
    • Make all numbers from 1 to 20 using four 4’s and any operation
    • For tips on how to stage this lesson, go here
  • Paper Folding – Use paper folding of a square piece of paper to do the following
    • Construct a square with exactly 1/4 the area of original square – convince partner that it is 1/4 the area
    • Construct a triangle with exactly 1/4 the area of original square – convince partner that it is 1/4 the area
    • Construct another triangle with exactly 1/4 the area of original square that is not congruent to the first triangle – convince partner that it is 1/4 the area
 
Developing Rich Mathematical Tasks: Questions to Consider:
  • Open the task encourage multiple methods, pathways and representations.
    • Add visual requirement
    • Ask students to make sense of solutions
  • Make it an inquiry task.
    • Ask students to come up with ideas, not follow a procedure
    • Create products about solutions (brochure, newsletter, etc)
      • examples
        • write a book about y = mx + b
        • create a coffee table book about similarity
  • Ask the problem before teaching the method.
    • Introduce methods after students have developed methods that relate or approximate new methods or after students reach a stuck point that can be unlocked with new method
  • Add a visual component.
    • Use drawings, math manipulatives, etc to represent solutions and ideas
    • Use color coding to feature common features in solutions such as “x” or to highlight relationships
  • Extend the task to make it low floor and high ceiling.
    • Low floor – ask students how they see the problem
    • High ceiling – ask students to write a new question that is similar but more difficult
  • Add the requirement to convince and reason
    • Explain methods and why they make sense
    • Reasoning is practicing mathematics
    • Reasoning gives access to understandings that can close equity gaps
    • 3 levels of convincing
      1. Convince yourself
      2. Convince a friend
      3. Convince a skeptic
 
Suggested Reading & Related Resources
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Rich mathematical tasks can be used to engage all students in mathematical solving and sense making.  The principles behind good design for these tasks can be used by teachers to frame problems and lessons that invite students to apply their own ideas to problems and to relate these ideas to new concepts and methods.

 

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Preparation Steps
  • Analyze standards and develop learning targets related to concepts and problem solving methods
  • Use resources above to find rich and engaging mathematical tasks that relate to learning targets
  • Build scaffolding and assessments around rich mathematical tasks that align to learning targets
Early Implementation Steps
  • Use rich mathematical tasks to:
    • create engagement
    • introduce new concepts
    • help students see need-to-knows in new content
    • make sense of new content
    • to get students to discuss their reasoning
  • Use assessments to fine tune activities to improve student learning
  • Ask students to reflect on how activities are improving their learning
Advanced Implementation Steps
  • Build a bank of rich mathematical tasks that goes with a course’s scope and sequence
  • Find rich mathematical tasks inspired by nature and the real world
  • Recruit stakeholders to serve as clients for students solving rick mathematical tasks

 

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130: Creating Mathematical Mindsets

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Mathematical Mindsets – What They Are:
  • Present naturally in children who like to inquire, build things, solve puzzles, notice/make patterns, etc
  • Seeing math as a conceptual subject that they can grow to make sense out of
  • Stepping forward deliberately and deeply in math while making sure each step makes intuitive sense before moving more forward
How to Stunt Development of Mathematical Mindsets:
  • Presenting math as a dry set of methods can stop development of mathematical mindsets
    • this is especially true if methods do not make intuitive sense to students
  • Presenting math as seires of short questions obscures growth opportunities – math is something you get or you don’t, instead of something to make sense of
  • Assigning large homework sets with simple isolated problems
  • Valuing rote memorization and speed over deep thinking and conceptual understanding
How to Develop Mathematical Mindsets:
  • Encourage students to play with numbers, shapes and puzzles
  • Present math as a broad landscape of unexplored puzzles that create opportunities for wandering around, asking questions, thinking of relationships, …
  • Present math as a flexible conceptual subject that is about thinking and sense making
  • Be mindful when designing practice set because mindless practice does not lead to brain growth, thoughtful practice does – mindful practice involves applying same strategy to many different situations
  • Assign less homework that requires more reflection – example 5 carefully selected problems and one student chosen reflection question such as:
    • What are the main mathematical ideas we discussed in class today?
    • What questions do you have about ________?
    • Describe a mistake or misconception you or a student had in class today.  What did you learn from this mistake or misconception?
    • How did you approach your practice set? Was your approach successful? What did you learn from your approach?
  • Cultivating Number Sense:
    • Approach arithmetic operations flexibly and conceptually:
      • concept of sum -> counting on
      • concept of product -> repeated addition
    • Try to help students make sense of concepts and patterns so that their brain can more readily go from compression more efficient storage of concepts (not rules)
    • Math facts are stored in working area of brain – this area can be blocked when students are stressed
    • Avoid techniques that value speed of knowing math facts (example – timed tests)
    • Do NOT emphasize rote knowledge and speed – gets in the way of thinking about numbers and their relationships to each other
    • Teach strategies instead of memorization of facts
      • example: 17 x 8
        • strategy – 17 x 10 – 17 x 2 = 170 – 34 = 136
        • memorize 17 x 8 = 136
    • play math games that  activate both sides of brain by using visual and intuitive math thinking:
      • example: grid multiplication game
        • object of game – fill as many grid squares as possible in a 10 x10 grid
        • roll 2 number dice – color in area that corresponds to product of 2 numbers rolled and write number sentence
        • partners take turns rolling dice, coloring in areas and writing related number sentences until no more arrays can be added to the grid
      • example: multi rep matching game
        • players take turns picking pairs of equivalent cards and explaining why they are equivalent
        • find cards and more cool strategies here
    • Do “Number Talks” as warmups
    • Recommend math games that emphasize concepts over drill & kill:

 

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Developing mathematical mindsets will help student approach mathematics with a growth mindset.  Mathematical mindsets help students understand math concepts more deeply and apply them more flexibly.  Valuing conceptual understanding over speedy rote memorization is one way to cultivate mathematical mindsets.

 

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Preparation Steps
  • Research more strategies for developing mathematical mindsets.  See Mathematics articles for ideas.
  • Develop lesson plan components (Warmups, practice sets, discussions, activities, etc) that promote mathematical mindsets
Early Implementation Steps
  • Regularly use scaffolding and assessments that promote mathematical mindsets
  • Have students reflect often on what they are learning
    • about concepts
    • about how concepts are applied to problem solving
    • from mistakes
    • from different problem solving approaches
Advanced Implementation Steps
  • Have students interact with mathematicians and professionals who apply mathematical reasoning often and learn about their problem solving approaches
  • Develop bank of Number Talk problems and games that promote mathematical mindsets and incorporate these into classroom routines
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129: Creativity & Beauty of Mathematics

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Traditional School Math & Math Misconceptions
  • Math is hated/feared because it is taught and thought of in ways that are different from other subjects.
  • Primary role of students in traditional math classrooms is to perform and get questions right.
  • Performing takes precedence over learning.
  • Testing culture promotes idea that math is about finding short answers to narrow questions under pressure.
  • Math is a subject of procedures, calculations and rules.
  • Math is a dead subject that is only present in textbook calculations.
  • Math is a series of answers to questions that nobody asks in the real world.
  • Math in classrooms focuses primary on Stage 3 of math stages (see below)
  • Student shouldn’t have to show work if their answer is right.
  • Math is done by individuals.
  • People who are good at math perform calculations QUICKLY.  Math is a speed race.
 
Real Nature of Mathematics
  • Besides getting question right, doing math involves:
    • appreciating beauty of math
    • thinking deeply
    • exploring math connections
    • applying math to different situations
    • exploring patterns
    • using math to create and analyze new technology and strategies
    • formulating questions
  • Math exists throughout nature, art, and the world.
  • Nature contains many examples of mathematics
    • spiders are experts in spirals
    • dolphins use a form of algebra to interpret echolocation signals
  • Instead of study of procedures, calculations and rules, math is
    • study of patterns (aesthetic, beauty of subject)
    • subject of visual images, creativity and connections
    • subject that is full of uncertainty – answers can be explorations, interpretations, conjectures
    • set of ideas, connections and relationships that we can use to make sense of the world
  • 4 Stages of Math Work
    1. Posing a question
    2. Going from real world to a mathematical model
    3. Performing a calculation
    4. Going from model back to real world to see if original question was answered
  • Real math is often done collaboratively
  • Speed of calculations has nothing to do with math fluency.
 
How to Align Math Schooling with Real Mathematics
  • Give students opportunities to consider situation and formulate math problems to investigate these situations
  • Give students opportunities to use all 4 math stages
  • Require students to show work because displaying logical mathematical lines of reasoning is the main part of doing math
  • Facilitate math discussions about mathematical reasoning (what it is, how to critique and justify it)
  • Pose open-end problems and allow students to develop methods and pathways to solutions
 
Workforce Implications
  • Employers need people who can ask good questions, set up models, analyze results and interpret mathematical answers.
  • Employers no longer need people to calculate; now they need people to think and reason
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Math misconceptions have crept into the design of math curricula.  These math misconceptions have made the subject appear uninteresting and unappealing to some.  Knowing the true nature of mathematics can help teachers design learning experiences for students that are engaging, challenging and relevant to the real world.

 

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Preparation Steps
  • Research more methods for designing learning experiences that are more true to the math discipline.  See Mathematics articles.
  • Research strategies for 4 Phases of Math (see above).
  • Create a culture that values mistakes.  See this article for ideas.
  • Design scaffolding that includes elements such as:
    • balance of 4 phases of math
    • facilitated math discussions about mathematical reasoning
    • pattern recognition
    • students posing questions and possible solutions
    • student creating models for the real world
Early Implementation Steps
  • Implement scaffolding that provides students with many opportunities to appreciate and practice real mathematical thinking
  • Have students reflect on how their math attitudes are changing as a result of math activities that deliberately mimic the math discipline
Advanced Implementation Steps
  • Provide students with opportunities to solve real world problems using math
  • Provide students with opportunities to interact with real world stakeholders in order to pose better questions, formulate better models, learn better calculation methods and compare/interpret their results to real situations
  • Try to brainstorm what math looks like when mapped unto the 6 Facets of Understanding and Bloom’s taxonomy

 

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128: The Power of Mistakes & Struggle

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Mistakes & the Brain:
  • Mistakes grown synapses.
  • Mistakes generate more brain activity than correct responses.
  • 2 brain responses to mistakes:
    1. ERN responses – increased electrical activity due to conflict between correct response and an error
    2. Pe responses – brain signal due to recognition of error
  • Brain sparks can occur even when people are unaware that mistakes were made
  • People with growth mindset show more brain activity in response to mistakes and are more likely to recognize errors
Mistakes & Life
  • More successful people make more mistakes than less successful people
  • Making mistakes is key to creative, entrepreneurial thinking
  • Successful people tend to:
    • feel comfortable being wrong
    • try wild ideas
    • are open to different experiences
    • play with ideas without judging them
    • persist through difficulties
    • willing to go against tradition
  • Practicing the attitudes above can help people learn math (or probably anything)
How Can We Change How Students View Mistakes?
  • Teach students about the positive impacts of mistakes on the brain
  • Crumble paper with mistakes, throw it against something to let out frustration.  Then open it and smooth it out and trace over crumple lines with marker to remind oneself of brain growth as result of mistake.  Then keep paper as a record of mistakes.
  • Teach and display positive brain messages.
  • Have teachers and students select and highlight “favorite mistakes”.
  • Have class discussions about mistakes.
  • Do not downgrade assignments for mistakes – upgrade assignments for mistakes.
  • Avoid over-testing and over-grading.
  • Display positive attitudes towards mistakes in group and individual settings.
  • Remind students repeatedly about brain growth that goes with mistakes and lack of brain growth that goes with correct responses
  • Teach students to appreciate & be aware of disequilibrium (Piaget) – state of disequilibrium occurs when students try to incorporate new information into existing mental maps – states of disequilibrium are uncomfortable but lead to wisdom
  • Expose students to math experiences that create disequilibrium
  • Value work with mistakes more than correct work
  • Make showing of mistakes a common occurrence in classroom and discussing how to think through the mistake

 

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Knowing about the impact of mistakes on the brain can teach students and teachers to value mistakes more and leverage them better to grow.  Knowing strategies for creating cultures that value mistakes will help students develop growth mindsets and help them to approach mistakes creatively and constructively.

 

4-nowwhat
Preparation Steps
  • Research strategies for creating classroom cultures that value mistakes.  See above.
  • Develop scaffolding activities and strategies that will be used to teach & remind students of the value of mistakes.
Early Implementation Steps
  • Implement policies, strategies, and scaffolding lessons that value student mistakes such as:
    • Presenting (teachers & students) mistakes and hold classroom discussion around them
    • Crumple paper strategy (see above)
    • Creating situations that will place students in disequilibrium and funnel students towards learning targets
    • Teaching students about the relationship between brain activity and mistakes
    • Selecting favorite mistakes and why they are so helpful
    • Reflections on how new attitudes towards mistakes impact learning
    • Using grading policies that value errors
Advanced Implementation Steps
  • Create bank of problems that create disequilibrium that explore big ideas in mathematics
  • Create bank of discussion and question prompts that highlight and analyze mistakes

 

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