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The Incentives Lab
HBT-ENV-0003 · Dimension ENV · Environment

Context Effects (Choice)

Preference between two options depends on what other options sit beside them — attraction, compromise, similarity effects.

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

Scientific Definition

Preference between two options depends on what other options sit beside them — attraction, compromise, similarity effects.

Plain-English Definition

Preference between two options depends on what other options sit beside them — attraction, compromise, similarity effects.

Feynman Explanation

Add a worse option; the middle one suddenly looks brilliant.

Core Principle

Preference between two options depends on what other options sit beside them — attraction, compromise, similarity effects.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Preference between two options depends on what other options sit beside them — attraction, compromise, similarity effects.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pricing-tier design, menu engineering, plan comparisons.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Add a worse option; the middle one suddenly looks brilliant.

Examples

Everyday
  • The 'asymmetric dominance' (decoy) effect in product pricing tiers.
Modern (Organizational)
  • Pricing-tier design, menu engineering, plan comparisons.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Design the choice set deliberately. Decoys are tools — but cynical ones erode trust.

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-tier design, menu engineering, plan comparisons.
Amplifying Incentives
Pricing-tier design, menu engineering, plan comparisons.
Org Failure Modes
Pricing-tier design, menu engineering, plan comparisons.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Design the choice set deliberately. Decoys are tools — but cynical ones erode trust.
Diagnostic Questions
  • Design the choice set deliberately. Decoys are tools — but cynical ones erode trust.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Design the choice set deliberately. Decoys are tools — but cynical ones erode trust.
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-ENV-0003 · ENV
Context Effects (Choice)
CECEContext EffectNuNudgeAfAffordancesCEContext Effects in I…CoContextomySRSpaced Retrieval Thr…TSThought Space MapRu10/10/10 RuleAbAbsent-MindednessAFAffective Forecasting

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Same family
HBT-ENV-0002Context Effect

Environmental factors influence perception and judgment.

Same family
HBT-ENV-0006Nudge

A change to the choice architecture that predictably shifts behavior — without removing options.

Same domain
HBT-ENV-0004Context Effects in Influence

The same message in a different setting produces a different result.

Same domain
HBT-ENV-0001Affordances

What an environment offers an actor for action — handles to grip, surfaces to sit on, paths to follow.

Same domain
HBT-ENV-0005Contextomy

Removing a quote from its context to distort its meaning.

Same domain
HBT-ENV-0007Spaced Retrieval Through Teaching

Teaching the same concept to different audiences over time is naturally spaced repetition with feedback baked in.

Same domain
HBT-ENV-0008Thought Space Map

A visual map of where in your day, mind, and environment your best thinking actually happens.

Shared keywords
HBT-COG-0411Intertemporal Choice

Decisions involve trade-offs between costs and benefits at different times.

Shared keywords
HBT-COG-000110/10/10 Rule

How will I feel about this in 10 minutes / 10 months / 10 years?

Shared keywords
HBT-COG-00023-Way Life Optimization

Basics first (health/finances), then depth (mastery/impact), then altruism (widening circle).

Shared keywords
HBT-COG-0003Abilene Paradox

A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.

Shared keywords
HBT-COG-0004Absent-Mindedness

Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.

Version History

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