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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…
In one paragraph

Teaching to the Test is schools evaluated on test scores teach to the test. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0271, within the Education Perverse Pattern family. The core principle: schools evaluated on test scores teach to the test. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.

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.

Lab Commentary

Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.

Why this element matters to incentive design

This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: schools evaluated on test scores teach to the test. You can recognize it in the field by its signature: goodhart's Law in a uniform. Every element in the Incentives dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.

How it gets exploited

Left undesigned, test design becomes de facto curriculum. It is amplified whenever test design becomes de facto curriculum. Inside organizations that shows up as test design becomes de facto curriculum. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.

How the Lab designs around it

The redesign move is to multi-dimensional evaluation. Sampled audits. Outcome-based metrics. Design against it the way you would design against a known failure mode — assume it will appear, and price the exploit before someone finds it.

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.

Where Teaching to the Test is cited in the corpus

Questions about Teaching to the Test

What is Teaching to the Test?
Teaching to the Test is schools evaluated on test scores teach to the test. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0271, within the Education Perverse Pattern family. The core principle: schools evaluated on test scores teach to the test. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
What is an example of Teaching to the Test?
Test design becomes de facto curriculum. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0271).
How is Teaching to the Test exploited?
Test design becomes de facto curriculum.
How do you design around Teaching to the Test?
Multi-dimensional evaluation. Sampled audits. Outcome-based metrics.
Which behavioral dimension does Teaching to the Test belong to?
Teaching to the Test is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Education Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0271 and its evidence grade is C.

Version History

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