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The Incentives Lab
HBT-COG-0181 · Dimension COG · Cognition

Constructed Preferences

Preferences aren't retrieved from a stable internal list — they're built on the spot from cues, context, and the elicitation method.

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

Scientific Definition

Preferences aren't retrieved from a stable internal list — they're built on the spot from cues, context, and the elicitation method.

Plain-English Definition

Preferences aren't retrieved from a stable internal list — they're built on the spot from cues, context, and the elicitation method.

Feynman Explanation

Ask the same person the same question two different ways; meet two different people.

Core Principle

Preferences aren't retrieved from a stable internal list — they're built on the spot from cues, context, and the elicitation method.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Preferences aren't retrieved from a stable internal list — they're built on the spot from cues, context, and the elicitation method.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pricing pages, survey design, and any place a user 'tells you' what they want.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Ask the same person the same question two different ways; meet two different people.

Examples

Everyday
  • Slovic, Payne, Bettman: framing, ordering, and elicitation format change the 'true' preference.
Modern (Organizational)
  • Pricing pages, survey design, and any place a user 'tells you' what they want.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Test multiple framings. The first one isn't truth — it's the one you happened to try.

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
Pricing pages, survey design, and any place a user 'tells you' what they want.
Amplifying Incentives
Pricing pages, survey design, and any place a user 'tells you' what they want.
Org Failure Modes
Pricing pages, survey design, and any place a user 'tells you' what they want.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Test multiple framings. The first one isn't truth — it's the one you happened to try.
Diagnostic Questions
  • Test multiple framings. The first one isn't truth — it's the one you happened to try.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Test multiple framings. The first one isn't truth — it's the one you happened to try.
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-0181 · COG
Constructed Preferences
CPRu10/10/10 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.