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The Incentives Lab
HBT-COG-0251 · Dimension COG · Cognition

Dread Aversion

Dread weighs roughly double in our calculus what the equivalent gain does.

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

Scientific Definition

Dread weighs roughly double in our calculus what the equivalent gain does.

Plain-English Definition

Dread weighs roughly double in our calculus what the equivalent gain does.

Feynman Explanation

We hate losing twice as much as we love winning.

Core Principle

Dread weighs roughly double in our calculus what the equivalent gain does.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Dread weighs roughly double in our calculus what the equivalent gain does.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Selling change requires defusing dread, not just promising gain.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

We hate losing twice as much as we love winning.

Examples

Everyday
  • Why customers resist switching even when alternatives are clearly better.
Modern (Organizational)
  • Selling change requires defusing dread, not just promising gain.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Address loss aversion explicitly in change communication.

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
Selling change requires defusing dread, not just promising gain.
Amplifying Incentives
Selling change requires defusing dread, not just promising gain.
Org Failure Modes
Selling change requires defusing dread, not just promising gain.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Address loss aversion explicitly in change communication.
Diagnostic Questions
  • Address loss aversion explicitly in change communication.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Address loss aversion explicitly in change communication.
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-0251 · COG
Dread Aversion
DAAEAmbiguity EffectCECertainty EffectCVConvexity vs. Concav…DSDark Side of InfluenceMOMargin of SafetyMLMyopic Loss AversionPOPoint of No ReturnPEPossibility EffectPNProbability NeglectRCRisk Compensation

Knowledge Graph Neighbors

Version History

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