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

Arctic Bliss Gelato: Protecting Quality When Conditions Change

Student struggle: Students may recognize operational risks but struggle to compare solutions and understand how decisions affect an interconnected system.

Thinking practiced: Judgment, thinking under uncertainty, and sensemaking through evaluating risks, comparing alternatives, and justifying recommendations.

Activity: Students examine a premium gelato company's temperature-sensitive supply chain and recommend improvements that balance product quality, delivery reliability, and cost.

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Judgment, Sensemaking Russell Pearson Judgment, Sensemaking Russell Pearson

Verde Pasta Co.: Planning for What Could Go Wrong

Student struggle: Students may understand individual business operations but struggle to anticipate how unexpected disruptions affect interconnected systems.

Thinking practiced: Thinking under uncertainty, judgment, and sensemaking through evaluating risks, examining dependencies, and considering trade-offs.

Activity: Students analyze a fresh pasta company's supply chain, anticipate possible disruptions, and recommend improvements that preserve freshness and delivery reliability.

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Curiosity, Sensemaking, Judgment Russell Pearson Curiosity, Sensemaking, Judgment Russell Pearson

Apex Mobile Fleet Detailing: Asking Questions Before Finding Solutions

Student struggle: Students often rush to solutions before fully understanding a problem or identifying what information is missing.

Thinking practiced: Curiosity, sensemaking, and judgment through generating questions, investigating possible explanations, and revising initial assumptions.

Activity: Students investigate unexplained service problems at a fictional mobile detailing company, developing questions and refining their understanding before recommending improvements.

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Ethical Reasoning, Judgment Russell Pearson Ethical Reasoning, Judgment Russell Pearson

EcoThread Denim: When Sustainability Comes with Trade-Offs

Student struggle: Students may recognize environmental concerns but struggle to evaluate decisions involving competing values, responsibilities, and practical constraints.

Thinking practiced: Ethical reasoning, judgment, and thinking under uncertainty through evaluating sustainability claims, considering stakeholders, and weighing trade-offs.

Activity: Students examine a fictional clothing company's international supply chain and recommend changes that balance sustainability, affordability, and business responsibilities.

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

Evaluating Data Collection: What Can We Really Conclude?

Student struggle: Students may accept datasets and research findings without questioning how information was collected or whether it represents the population being studied.

Thinking practiced: Judgment, intellectual humility, and sensemaking through evaluating data collection methods, identifying bias, and recognizing limitations.

Activity: Students investigate a publicly available dataset, evaluate potential sources of bias, and explain how those limitations affect the conclusions researchers can reasonably draw.

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

Reading Psychology Research Critically: Does the Evidence Support the Claim?

Student struggle: Students may accept published research conclusions without critically examining methods, evidence, or limitations.

Thinking practiced: Judgment, intellectual humility, and sensemaking through evaluating research claims, comparing findings, and recognizing uncertainty.

Activity: Students examine a psychology research study and a subsequent replication, evaluate the strength of the evidence, and develop a justified peer-review recommendation.

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Judgment, Transfer & Application Russell Pearson Judgment, Transfer & Application Russell Pearson

Choosing a Healthcare Career: Comparing Options and Making Recommendations

Student struggle: Students have difficulty comparing options, identifying relevant information, and supporting recommendations with evidence.

Thinking practiced: Judgment and transfer through researching alternatives, evaluating differences, and justifying decisions.

Activity: Students investigate three healthcare careers, compare their requirements and responsibilities, and recommend one based on evidence from their research.

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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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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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