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The Incentives Lab
HBT-COG-0545 · Dimension COG · Cognition

Preference Reversal

The same person ranks A over B in one frame and B over A in another.

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

Scientific Definition

The same person ranks A over B in one frame and B over A in another.

Plain-English Definition

The same person ranks A over B in one frame and B over A in another.

Feynman Explanation

Preferences aren't retrieved — they're constructed.

Core Principle

The same person ranks A over B in one frame and B over A in another.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

The same person ranks A over B in one frame and B over A in another.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Customer 'preferences' depend on how you ask.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Preferences aren't retrieved — they're constructed.

Examples

Everyday
  • Joint vs. separate evaluation flipping the ranking of two job offers.
Modern (Organizational)
  • Customer 'preferences' depend on how you ask.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Stress-test rankings under at least two presentation formats.

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
Customer 'preferences' depend on how you ask.
Amplifying Incentives
Customer 'preferences' depend on how you ask.
Org Failure Modes
Customer 'preferences' depend on how you ask.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Stress-test rankings under at least two presentation formats.
Diagnostic Questions
  • Stress-test rankings under at least two presentation formats.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Stress-test rankings under at least two presentation formats.
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-0545 · COG
Preference Reversal
PRRu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Version History

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