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The Incentives Lab
HBT-COG-0692 · Dimension COG · Cognition

VARK Model (Fleming)

Sensory-channel preference framework: Visual, Auditory, Reading/writing, Kinesthetic.

Learning·Mental Model·Grade B·draft· enriching…

Scientific Definition

Sensory-channel preference framework: Visual, Auditory, Reading/writing, Kinesthetic.

Plain-English Definition

Sensory-channel preference framework: Visual, Auditory, Reading/writing, Kinesthetic.

Feynman Explanation

Note: research suggests preference ≠ performance. Use VARK to vary delivery, not to label brains.

Core Principle

Sensory-channel preference framework: Visual, Auditory, Reading/writing, Kinesthetic.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Sensory-channel preference framework: Visual, Auditory, Reading/writing, Kinesthetic.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Training content design; accessibility.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Note: research suggests preference ≠ performance. Use VARK to vary delivery, not to label brains.

Examples

Everyday
  • Instructional design defaulting to multi-modal delivery.
Modern (Organizational)
  • Training content design; accessibility.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Design for all four channels; don't pigeonhole learners into one.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Training content design; accessibility.
Amplifying Incentives
Training content design; accessibility.
Org Failure Modes
Training content design; accessibility.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Design for all four channels; don't pigeonhole learners into one.
Diagnostic Questions
  • Design for all four channels; don't pigeonhole learners into one.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Design for all four channels; don't pigeonhole learners into one.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-COG-0692 · COG
VARK Model (Fleming)
VMAQAdaptability Quotien…AKAndragogy (Knowles)AAAttention as Trainab…BMBeginner's MindBEBizarreness EffectBTBloom's TaxonomyBMBlue Mind (Nichols)CPChange Personal Hist…ChChunkingCCChunking (Cognitive)

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Same family
HBT-COG-0011Adaptability Quotient (AQ)

Your capacity to learn, unlearn, and relearn faster than the environment changes.

Same family
HBT-COG-0037Andragogy (Knowles)

Malcolm Knowles's principles of adult learning: self-direction, experience as resource, readiness, problem-centered orientation, intrinsic motivation.

Same family
HBT-COG-0069Attention as Trainable Resource (Jha)

Amishi Jha's research: attention is a finite, depletable, but trainable cognitive resource — short daily mindfulness measurably improves it.

Same family
HBT-COG-0092Beginner's Mind

Approach a situation as if you knew nothing.

Same family
HBT-COG-0101Bizarreness Effect

Unusual or bizarre material is more memorable than common material.

Same family
HBT-COG-0103Bloom's Taxonomy

Hierarchy of cognitive learning: Remember → Understand → Apply → Analyze → Evaluate → Create. Benjamin Bloom, 1956 (revised 2001).

Same family
HBT-COG-0104Blue Mind (Nichols)

Wallace J. Nichols: proximity to water reliably shifts the nervous system toward a calmer, more creative state.

Same family
HBT-COG-0124Change Personal History

Resourcing past memories with the state you needed at the time, so old triggers stop firing the old response.

Same family
HBT-COG-0140Chunking

Grouping information into familiar units to improve memory and processing.

Same family
HBT-COG-0141Chunking (Cognitive)

Compressing many small patterns into one larger unit your mind treats as a single object.

Same family
HBT-COG-0147Circle of Excellence

Anchor a peak resourceful state to an imagined spot on the floor; step into it on demand before high-stakes moments.

Same family
HBT-COG-0150Classical Conditioning

Associating a neutral stimulus with a meaningful one until the neutral one triggers the response.

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.