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The Incentives Lab
HBT-COG-0439 · Dimension COG · Cognition

Less-Is-Better Effect

Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.

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

Scientific Definition

Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.

Plain-English Definition

Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.

Feynman Explanation

A complete 24-piece dinner set beats a 40-piece set with chipped plates — until they're compared side-by-side.

Core Principle

Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Bundling can backfire when extras feel like dilution.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

A complete 24-piece dinner set beats a 40-piece set with chipped plates — until they're compared side-by-side.

Examples

Everyday
  • Smaller ice cream in a full cup rated higher than a larger scoop in an oversized cup.
Modern (Organizational)
  • Bundling can backfire when extras feel like dilution.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Test joint vs. separate evaluation before you bundle.

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
Bundling can backfire when extras feel like dilution.
Amplifying Incentives
Bundling can backfire when extras feel like dilution.
Org Failure Modes
Bundling can backfire when extras feel like dilution.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Test joint vs. separate evaluation before you bundle.
Diagnostic Questions
  • Test joint vs. separate evaluation before you bundle.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Test joint vs. separate evaluation before you bundle.
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-COG-0439 · COG
Less-Is-Better Effect
LERu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Version History

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