Thinking Under Uncertainty, Judgment Russell Pearson Thinking Under Uncertainty, Judgment Russell Pearson

Evaluating Supply Chain Decisions: Balancing Risk and Business Priorities

Student struggle: Students struggle to anticipate how interconnected systems respond to disruptions and to balance competing priorities when recommending solutions.

Thinking practiced: Thinking under uncertainty and judgment through risk analysis, evaluating trade-offs, and making justified recommendations.

Activity: Students examine a fictional custom-computer manufacturer's supply chain, identify operational risks, and recommend improvements while considering business constraints.

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Transfer & Application, Metacognition Russell Pearson Transfer & Application, Metacognition Russell Pearson

Making Sense of Algebra Word Problems: From Language to Mathematical Models

Student struggle: Students experience anxiety with word problems and have difficulty translating written situations into mathematical relationships.

Thinking practiced: Transfer, application, and metacognition through interpretation, modeling, and reflection.

Activity: Students use a structured reading process to interpret a real-world budgeting problem, develop an equation, and explain their reasoning.

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Sensemaking, Intellectual Humility Russell Pearson Sensemaking, Intellectual Humility Russell Pearson

Understanding Social Categories: How We Classify People

Student struggle: Students may assume that familiar social categories represent fixed or universal distinctions.

Thinking practiced: Sensemaking and intellectual humility through classification, comparison, and reconsideration of assumptions.

Activity: Students develop a classification system, compare their decisions with other groups, and examine how categories are shaped by social and historical contexts.

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Metacognition, Judgment Russell Pearson Metacognition, Judgment Russell Pearson

Planning for Learning: Building an Effective Study Schedule

Student struggle: Students have difficulty organizing their study time and identifying effective learning strategies.

Thinking practiced: Metacognition and judgment through realistic planning, prioritization, and reflection.

Activity: Students create a weekly study schedule that balances different learning strategies and personal responsibilities, then explain and evaluate their choices.

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Judgment, Thinking Under Uncertainty Russell Pearson Judgment, Thinking Under Uncertainty Russell Pearson

Does Coffee Improve Exam Scores? Evaluating Causal Claims

Student struggle: Students confuse correlation with causation and may accept conclusions without examining the evidence.

Thinking practiced: Evaluating claims, identifying alternative explanations, and recognizing missing information.

Activity: Students investigate a news-style claim about coffee consumption and exam performance, identify missing evidence, and explain whether the claim is justified.

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