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The Incentives Lab
HBT-COG-0200 · Dimension COG · Cognition

Courtesy Bias

Giving polite rather than honest answers to avoid offense.

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

Scientific Definition

Giving polite rather than honest answers to avoid offense.

Plain-English Definition

Giving polite rather than honest answers to avoid offense.

Feynman Explanation

Politeness corrupts more research than fraud does.

Core Principle

Giving polite rather than honest answers to avoid offense.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Giving polite rather than honest answers to avoid offense.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Customer-feedback systems systematically over-report satisfaction.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Politeness corrupts more research than fraud does.

Examples

Everyday
  • Customer interviews where everyone says they 'love' the feature they won't use.
Modern (Organizational)
  • Customer-feedback systems systematically over-report satisfaction.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Use behavioral data over self-reported data. Make dissent comfortable.

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-feedback systems systematically over-report satisfaction.
Amplifying Incentives
Customer-feedback systems systematically over-report satisfaction.
Org Failure Modes
Customer-feedback systems systematically over-report satisfaction.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Use behavioral data over self-reported data. Make dissent comfortable.
Diagnostic Questions
  • Use behavioral data over self-reported data. Make dissent comfortable.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Use behavioral data over self-reported data. Make dissent comfortable.
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-0200 · COG
Courtesy Bias
CBAPAbilene 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.