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The Incentives Lab
HBT-COG-0578 · Dimension COG · Cognition

Regulatory Focus Theory

People operate in promotion focus (chasing gains, eager) or prevention focus (avoiding losses, vigilant).

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

Scientific Definition

People operate in promotion focus (chasing gains, eager) or prevention focus (avoiding losses, vigilant).

Plain-English Definition

People operate in promotion focus (chasing gains, eager) or prevention focus (avoiding losses, vigilant).

Feynman Explanation

Sales is mostly promotion. Compliance is mostly prevention. Mismatch them at your peril.

Core Principle

People operate in promotion focus (chasing gains, eager) or prevention focus (avoiding losses, vigilant).

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

People operate in promotion focus (chasing gains, eager) or prevention focus (avoiding losses, vigilant).

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Messaging, incentive design, and team composition all benefit from focus-matching.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Sales is mostly promotion. Compliance is mostly prevention. Mismatch them at your peril.

Examples

Everyday
  • Same product framed as 'get more' vs. 'don't lose what you have' shifts uptake.
Modern (Organizational)
  • Messaging, incentive design, and team composition all benefit from focus-matching.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Match the frame to the audience's regulatory focus, not to your own.

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
Messaging, incentive design, and team composition all benefit from focus-matching.
Amplifying Incentives
Messaging, incentive design, and team composition all benefit from focus-matching.
Org Failure Modes
Messaging, incentive design, and team composition all benefit from focus-matching.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Match the frame to the audience's regulatory focus, not to your own.
Diagnostic Questions
  • Match the frame to the audience's regulatory focus, not to your own.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Match the frame to the audience's regulatory focus, not to your own.
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-0578 · COG
Regulatory Focus Theory
RFRu10/10/10 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.