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The Incentives Lab
HBT-COG-0335 · Dimension COG · Cognition

Friction

Any small cost — clicks, forms, thought — that shifts behavior.

Choice Architecture·Concept·Grade C·draft· enriching…

Scientific Definition

Any small cost — clicks, forms, thought — that shifts behavior.

Plain-English Definition

Any small cost — clicks, forms, thought — that shifts behavior.

Feynman Explanation

Friction is the cheapest behavior-change lever and the most underused.

Core Principle

Any small cost — clicks, forms, thought — that shifts behavior.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Pending editorial review.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Friction is the cheapest behavior-change lever and the most underused.

Examples

Everyday
  • A single extra checkout step can cut conversion by 30%.
Modern (Organizational)
  • Internal friction (approvals, tools) silently determines what work happens.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Subtract friction on what you want; add friction to what you want less of.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★☆☆☆
Intervention Confidence
2 / 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
Adding friction to risky actions changes outcomes more than warnings.
Amplifying Incentives
Internal friction (approvals, tools) silently determines what work happens.
Org Failure Modes
Internal friction (approvals, tools) silently determines what work happens.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Subtract friction on what you want; add friction to what you want less of.
Diagnostic Questions
  • Subtract friction on what you want; add friction to what you want less of.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Subtract friction on what you want; add friction to what you want less of.
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
Adding friction to risky actions changes outcomes more than warnings.
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-0335 · COG
Friction
FrAcAccountabilityASAdverse SelectionAuAuthorityAwAweBLBalancing LoopBeBelongingCACollective Action Pr…CoCompetenceCOConflict of InterestCoContrast

Knowledge Graph Neighbors

Version History

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