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Explaining Contrasting Solution Methods Supports Problem-Solving Flexibility and Transfer Bethany Rittle-Johnson Vanderbilt University Jon Star Michigan State University
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Explanation is Important, But… Students often generate shallow explanations (e.g. Renkl, 1997) Generating explanations does not always improve learning (e.g. Mwangi & Sweller, 1998) How can we support effective explanation?
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Explaining Contrasting Solution Methods Share-and-compare solution methods core component of reform efforts in mathematics (e.g. Silver et al, 2005) But does it lead to greater learning?
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Comparison as Central Learning Mechanism Cognitive science literature suggests it is: –Perceptual Learning in adults (Gibson & Gibson, 1955) –Analogical Transfer in adults (Gentner, Loewenstein & Thompson, 2003) –Cognitive Principles in adults (Schwartz & Bransford, 1998) –Category Learning and Language in preschoolers (Namy & Gentner, 2002) –Spatial Mapping in preschoolers (Loewenstein & Gentner, 2001)
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Extending to the Classroom Does contrasting solution methods support effective explanation in k-12 classrooms? Is it effective for mathematics learning? Does it support high-quality explanations?
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Current Study Compare condition: Compare and contrast alternative solution methods vs. Sequential condition: Study same solution methods sequentially
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Target Domain: Early Algebra Star & Siefert, in press
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Predicted Outcomes Students in compare condition will –Generate more effective explanations –Make greater knowledge gains: Greater problem solving success (including transfer) Greater flexibility of problem-solving knowledge (e.g. solve a problem in 2 ways; evaluate when to use a strategy)
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Method Participants: 70 7th-grade students and their math teacher Design: –Pretest - Intervention - Posttest –Replaced 2 lessons in textbook –Intervention occurred in partner work during 2 1/2 math classes Randomly assigned to Compare or Sequential condition Studied worked examples with partner Solved practice problems on own
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Compare Condition
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Sequential Condition --Next Page --
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Overview of Results: Gains in Problem Solving F(1, 31) = 2.12, p <.05
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Gains in Flexibility Greater use of non-standard solution methods –Used on 17% vs. 10% of problems *p<.05
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Gains on Independent Flexibility Measure F(1,31) = 2.78, p <.05
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Sample Conversation High Learning Pair
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Sample Conversation Modest Learning Pair
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Sample Dialogue for 5(y+1) = 3(y+1) + 8 2(y+1) = 8 (see preceding slides)
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General Characteristics of Written Explanations
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Explicit Comparisons
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Summary Comparing alternative solution methods rather than studying them sequentially –Improves problem solving accuracy and flexibility –Focuses students’ explanations on the viability of multiple of solutions and their comparative efficiency.
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How Contrasting Solutions Supports Explanation Guide attention to important problem features –Reflection on: Joint consideration of multiple methods leading to the same answer Variability in efficiency of methods –Acceptance of multiple, non-standard solution methods
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Educational Implications Teachers need to go beyond simple sharing of alternative strategies –Support comparative explanations
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It pays to compare!
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