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The Incentives Lab
HBT-COG-0291 · Dimension COG · Cognition

Fairness

A social preference for equitable outcomes, even at personal cost.

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

Scientific Definition

A social preference for equitable outcomes, even at personal cost.

Plain-English Definition

A social preference for equitable outcomes, even at personal cost.

Feynman Explanation

People will burn $5 to keep someone else from getting $15 unfairly.

Core Principle

A social preference for equitable outcomes, even at personal cost.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

A social preference for equitable outcomes, even at personal cost.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Compensation perceived as unfair destroys retention faster than compensation that is low.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

People will burn $5 to keep someone else from getting $15 unfairly.

Examples

Everyday
  • Ultimatum game rejections of low-but-positive offers.
Modern (Organizational)
  • Compensation perceived as unfair destroys retention faster than compensation that is low.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Audit perceived fairness — not just market comparability — in any reward system.

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
Compensation perceived as unfair destroys retention faster than compensation that is low.
Amplifying Incentives
Compensation perceived as unfair destroys retention faster than compensation that is low.
Org Failure Modes
Compensation perceived as unfair destroys retention faster than compensation that is low.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Audit perceived fairness — not just market comparability — in any reward system.
Diagnostic Questions
  • Audit perceived fairness — not just market comparability — in any reward system.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Audit perceived fairness — not just market comparability — in any reward system.
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-0291 · COG
Fairness
FaAPAbilene ParadoxADActon's DictumABActor-Observer BiasALAffinity / Liking BiasAlAltruismAsAstroturfingAPAttitude PolarizationABAttribution BiasBEBarnum EffectBJBecause Justification

Knowledge Graph Neighbors

Version History

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