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The Incentives Lab
HBT-COG-0355 · Dimension COG · Cognition

Hawthorne Effect

People change behavior when they know they are being observed.

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

Scientific Definition

People change behavior when they know they are being observed.

Plain-English Definition

People change behavior when they know they are being observed.

Feynman Explanation

The act of measuring often changes what is measured.

Core Principle

People change behavior when they know they are being observed.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

People change behavior when they know they are being observed.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pilot results often overstate long-term impact.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The act of measuring often changes what is measured.

Examples

Everyday
  • Productivity rises when a new monitoring system is installed, then fades.
Modern (Organizational)
  • Pilot results often overstate long-term impact.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Measure unobtrusively and include a control period.

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
Pilot results often overstate long-term impact.
Amplifying Incentives
Pilot results often overstate long-term impact.
Org Failure Modes
Pilot results often overstate long-term impact.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Measure unobtrusively and include a control period.
Diagnostic Questions
  • Measure unobtrusively and include a control period.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Measure unobtrusively and include a control period.
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-0355 · COG
Hawthorne Effect
HEAPAbilene 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.