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The Incentives Lab
HBT-INC-0008 · Dimension INC · Incentives

Adjunctification

Tenure-track jobs replaced by low-paid adjuncts, lowering cost and quality.

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

Scientific Definition

Tenure-track jobs replaced by low-paid adjuncts, lowering cost and quality.

Plain-English Definition

Tenure-track jobs replaced by low-paid adjuncts, lowering cost and quality.

Feynman Explanation

Spend less on teaching, more on football. Welcome to higher ed.

Core Principle

Tenure-track jobs replaced by low-paid adjuncts, lowering cost and quality.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Tenure-track jobs replaced by low-paid adjuncts, lowering cost and quality.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Quality erodes when the cost structure rewards substitution.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Spend less on teaching, more on football. Welcome to higher ed.

Examples

Everyday
  • 70% of U.S. college instruction now contingent labor.
Modern (Organizational)
  • Quality erodes when the cost structure rewards substitution.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Cost-quality measurement that includes labor structure.

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
Quality erodes when the cost structure rewards substitution.
Amplifying Incentives
Quality erodes when the cost structure rewards substitution.
Org Failure Modes
Quality erodes when the cost structure rewards substitution.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Cost-quality measurement that includes labor structure.
Diagnostic Questions
  • Cost-quality measurement that includes labor structure.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Cost-quality measurement that includes labor structure.
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-0008 · INC
Adjunctification
AdAtAttendance-as-OutcomeCPCollege Prestige Sig…CRCollege RankingsGMGainful-Employment M…GOGPA 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.