The Pedagogy
Five pillars built around the one truth most frameworks miss: in modern professional life, the differentiator isn't what you know, it's the quality of your decisions when the AI is wrong.
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Pillar D · Academic Red
Every turn pivots on judgement, not recall.
Decision-led pedagogy treats judgement under uncertainty as the central object of professional learning. The premise, argued by John Dewey nearly a century ago and re-stated by every major taxonomy since, is that thinking begins in problematic situations and is verified by consequence, not by recall.
The pedagogical question
How do we teach calibrated judgement in disciplines where the right answer depends on context, trade-offs, and who is in the room?
Each tradition's contribution, and how we apply it.
Contribution
Dewey positions thinking as a sequence triggered by genuine doubt or difficulty, a felt problem that mobilises inquiry, hypothesis, and testing. Recall, by contrast, is not thinking; it is rehearsal.
In our sims
Every MyEdMentor simulation opens with a problem situation that contains genuine uncertainty, no answer key visible to the student or the AI advisor. The student must mobilise inquiry to act.
Contribution
The 2001 revision identifies Evaluate and Create as the highest cognitive verbs. These are explicit decision verbs: weigh evidence, choose, generate a course of action with justification.
In our sims
Our scoring rubrics weight Evaluate and Create verbs over Remember and Understand. A student who recalls correctly but fails to commit to a defended choice scores below one who chose and explained.
Contribution
Schön named professional competence as reflection-in-action: the ability to recognise and act on unique, uncertain, value-laden situations that academic knowledge cannot fully prescribe in advance.
In our sims
Live-turn simulations replicate reflection-in-action: students see consequences unfold mid-game and must adjust their next move accordingly, not wait for a debrief to learn.
Contribution
AACSB's 2020 business-accreditation standards mandate that learning outcomes include managerial decision-making under uncertainty, with assessment of student capability not just exposure.
In our sims
Each module ships with rubric templates aligned to AACSB Standard 4 decision verbs, assessable evidence, not just attendance.
Contribution
OECD frames student agency as the willingness and ability to set goals, reflect, and act responsibly, explicitly a decision-making competency, not a content competency.
In our sims
Agency is operationalised in our sims as the ability to override AI advisor recommendations with reasoning the student can name. We score the reasoning, not the choice.
Synthesis
Decision-led pedagogy is not new, its lineage runs through Dewey, Bloom, Schön, and the AACSB standards. What is new is the operational form: live simulations where every turn is a Bloom-level Evaluate or Create verb, scored against rubrics aligned to professional-body decision frameworks, with consequences the student must defend.
For educators
Two free DRIVE-built simulations on modern teaching & learning in the AI era: Teaching with AI, A Tutor's First Term and The DRIVE Decision, Designing Your Module. Take them yourself, then decide whether a full institutional faculty-CPD bundle is right for your department.
Influenced by
23 works informing DRIVE, journal articles, professional-body publications, and canonical books.
MyEdMentor is independent simulation content, not endorsed, accredited, or affiliated with any named bodies. Names are referenced to describe content overlap only.
Every Boardroom, Standard Sim and Interdisciplinary scenario in our catalogue is built on these five pillars. Browse the library, no signup needed.
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