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The Incentives Lab
HBT-INC-0135 · Dimension INC · Incentives

Gainful-Employment Major Steering

Tying institutional survival to graduate salaries forces schools to drop social-service programs.

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

Scientific Definition

Tying institutional survival to graduate salaries forces schools to drop social-service programs.

Plain-English Definition

Tying institutional survival to graduate salaries forces schools to drop social-service programs.

Feynman Explanation

Punish low-wage majors and society's low-wage labor disappears too.

Core Principle

Tying institutional survival to graduate salaries forces schools to drop social-service programs.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Tying institutional survival to graduate salaries forces schools to drop social-service programs.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Single-metric institutional accountability rewires curricula.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Punish low-wage majors and society's low-wage labor disappears too.

Examples

Everyday
  • Closure of teaching, social-work, and nursing programs under salary tests.
Modern (Organizational)
  • Single-metric institutional accountability rewires curricula.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Multi-dimensional outcome frameworks. Public-good carve-outs.

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
Single-metric institutional accountability rewires curricula.
Amplifying Incentives
Single-metric institutional accountability rewires curricula.
Org Failure Modes
Single-metric institutional accountability rewires curricula.
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 outcome frameworks. Public-good carve-outs.
Diagnostic Questions
  • Multi-dimensional outcome frameworks. Public-good carve-outs.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Multi-dimensional outcome frameworks. Public-good carve-outs.
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-0135 · INC
Gainful-Employment Major Steering
GMAdAdjunctificationAtAttendance-as-OutcomeCPCollege Prestige Sig…CRCollege RankingsGOGPA OptimizationGIGrade InflationGRGraduation Rate MetricHVHomework Volume SignalNCNSF Conservative-Res…RGRanking Game Inflation

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.