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The Incentives Lab
HBT-INC-0271 · Dimension INC · Incentives

Teaching to the Test

Schools evaluated on test scores teach to the test.

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

Scientific Definition

Schools evaluated on test scores teach to the test.

Plain-English Definition

Schools evaluated on test scores teach to the test.

Feynman Explanation

Goodhart's Law in a uniform.

Core Principle

Schools evaluated on test scores teach to the test.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Schools evaluated on test scores teach to the test.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Test design becomes de facto curriculum.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Goodhart's Law in a uniform.

Examples

Everyday
  • U.S. NCLB era distortion of curriculum.
Modern (Organizational)
  • Test design becomes de facto curriculum.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Multi-dimensional evaluation. Sampled audits. Outcome-based metrics.

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
Test design becomes de facto curriculum.
Amplifying Incentives
Test design becomes de facto curriculum.
Org Failure Modes
Test design becomes de facto curriculum.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Multi-dimensional evaluation. Sampled audits. Outcome-based metrics.
Diagnostic Questions
  • Multi-dimensional evaluation. Sampled audits. Outcome-based metrics.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Multi-dimensional evaluation. Sampled audits. Outcome-based metrics.
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-0271 · INC
Teaching to the Test
TTAdAdjunctificationAtAttendance-as-OutcomeCPCollege Prestige Sig…CRCollege RankingsGMGainful-Employment M…GOGPA OptimizationGIGrade InflationGRGraduation Rate MetricHVHomework Volume SignalNCNSF Conservative-Res…

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.