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The Incentives Lab
HBT-SYS-0007 · Dimension SYS · Systems

Double-Loop Learning

Single-loop fixes the action. Double-loop questions the goal or model that produced it.

Learning·Mental Model·Grade B·draft· enriching…

Scientific Definition

Single-loop fixes the action. Double-loop questions the goal or model that produced it.

Plain-English Definition

Single-loop fixes the action. Double-loop questions the goal or model that produced it.

Feynman Explanation

Trying harder is single-loop. Asking 'are we even solving the right problem?' is double-loop.

Core Principle

Single-loop fixes the action. Double-loop questions the goal or model that produced it.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Single-loop fixes the action. Double-loop questions the goal or model that produced it.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Most retrospectives are single-loop in disguise — they tune the recipe instead of questioning the cookbook.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Trying harder is single-loop. Asking 'are we even solving the right problem?' is double-loop.

Examples

Everyday
  • Argyris & Schön's research on defensive routines inside organizations.
Modern (Organizational)
  • Most retrospectives are single-loop in disguise — they tune the recipe instead of questioning the cookbook.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • After every post-mortem, force one double-loop question before closing out.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 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
Most retrospectives are single-loop in disguise — they tune the recipe instead of questioning the cookbook.
Amplifying Incentives
Most retrospectives are single-loop in disguise — they tune the recipe instead of questioning the cookbook.
Org Failure Modes
Most retrospectives are single-loop in disguise — they tune the recipe instead of questioning the cookbook.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
After every post-mortem, force one double-loop question before closing out.
Diagnostic Questions
  • After every post-mortem, force one double-loop question before closing out.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
After every post-mortem, force one double-loop question before closing out.
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-SYS-0007 · SYS
Double-Loop Learning
DLLLLearn-Do-Teach LoopSLSingle Loop vs. Doub…SVSingle-Loop vs Doubl…CLConstructivism (Lear…DPDeliberate PracticeFLFelder-Silverman Lea…HMHoney & Mumford Lear…KEKolb's Experiential …LHLearned HelplessnessLCLearning Curve

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.