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The Incentives Lab
HBT-INC-0233 · Dimension INC · Incentives

Reporting Incentive Drift

When budgets follow self-reported numbers, the numbers drift toward what funders want to see.

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

Scientific Definition

When budgets follow self-reported numbers, the numbers drift toward what funders want to see.

Plain-English Definition

When budgets follow self-reported numbers, the numbers drift toward what funders want to see.

Feynman Explanation

Show me the incentive, I'll show you the number.

Core Principle

When budgets follow self-reported numbers, the numbers drift toward what funders want to see.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

When budgets follow self-reported numbers, the numbers drift toward what funders want to see.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Self-reporting + funding is a corruption pipeline.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Show me the incentive, I'll show you the number.

Examples

Everyday
  • Aid metrics, fundraising metrics, charity outputs.
Modern (Organizational)
  • Self-reporting + funding is a corruption pipeline.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Independent audit. Outcome verification.

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
Self-reporting + funding is a corruption pipeline.
Amplifying Incentives
Self-reporting + funding is a corruption pipeline.
Org Failure Modes
Self-reporting + funding is a corruption pipeline.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Independent audit. Outcome verification.
Diagnostic Questions
  • Independent audit. Outcome verification.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Independent audit. Outcome verification.
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-0233 · INC
Reporting Incentive Drift
RIAPAnnual Performance R…CLCampbell's LawCOCharity Overhead TrapCOCharity Overhead Tra…CECobra EffectEMEfficiency MonocultureFLFederal Land Exchang…GLGoodhart's LawHDHyper-Specialization…LOLocal-Optimum Optimi…

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.