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The Incentives Lab
HBT-INC-0061 · Dimension INC · Incentives

Clickbait Economics

Headlines optimized for clicks become editorial policy.

Media Perverse Pattern·Perverse Incentive·Grade C·draft· enriching…

Scientific Definition

Headlines optimized for clicks become editorial policy.

Plain-English Definition

Headlines optimized for clicks become editorial policy.

Feynman Explanation

Truth doesn't trend.

Core Principle

Headlines optimized for clicks become editorial policy.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Headlines optimized for clicks become editorial policy.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Information quality degraded by the medium of distribution.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Truth doesn't trend.

Examples

Everyday
  • Newsrooms quietly restructured around what performs on social.
Modern (Organizational)
  • Information quality degraded by the medium of distribution.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Subscription models. Quality-weighted distribution.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
4 / 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
Information quality degraded by the medium of distribution.
Amplifying Incentives
Information quality degraded by the medium of distribution.
Org Failure Modes
Information quality degraded by the medium of distribution.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Subscription models. Quality-weighted distribution.
Diagnostic Questions
  • Subscription models. Quality-weighted distribution.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Subscription models. Quality-weighted distribution.
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-INC-0061 · INC
Clickbait Economics
CEEAEngagement AlgorithmsIAInfluencer Authentic…ST'Spend to Save' Prom…MA15-Minute AppointmentsBD340B Discount Arbitr…AEAcquisition Earn-OutsAMAcquisition-Only Mar…ABAd-Supported Busines…AdAdjunctificationAFAesthetic-First Fitn…

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Version History

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