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The Incentives Lab
HBT-COG-0350 · Dimension COG · Cognition

Group Polarization

Groups make more extreme decisions than individuals would alone.

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

Scientific Definition

Groups make more extreme decisions than individuals would alone.

Plain-English Definition

Groups make more extreme decisions than individuals would alone.

Feynman Explanation

A committee is more radical than any of its members.

Core Principle

Groups make more extreme decisions than individuals would alone.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Groups make more extreme decisions than individuals would alone.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Consensus can amplify risk, not reduce it.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

A committee is more radical than any of its members.

Examples

Everyday
  • A board approves a riskier deal after group discussion than any member would individually.
Modern (Organizational)
  • Consensus can amplify risk, not reduce it.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Require pre-commitment of individual views before group discussion.

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
Consensus can amplify risk, not reduce it.
Amplifying Incentives
Consensus can amplify risk, not reduce it.
Org Failure Modes
Consensus can amplify risk, not reduce it.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Require pre-commitment of individual views before group discussion.
Diagnostic Questions
  • Require pre-commitment of individual views before group discussion.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Require pre-commitment of individual views before group discussion.
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-0350 · COG
Group Polarization
GPAPAbilene 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.