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The Incentives Lab
HBT-COG-0070 · Dimension COG · Cognition

Attentional Bias

Our perception is shaped by what we selectively pay attention to.

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

Scientific Definition

Our perception is shaped by what we selectively pay attention to.

Plain-English Definition

Our perception is shaped by what we selectively pay attention to.

Feynman Explanation

What you look for is what you find. What you ignore is what hurts you.

Core Principle

Our perception is shaped by what we selectively pay attention to.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Our perception is shaped by what we selectively pay attention to.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Dashboards create attentional bias by what they display.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

What you look for is what you find. What you ignore is what hurts you.

Examples

Everyday
  • A sales team only notices deals that are closing, missing churn signals.
Modern (Organizational)
  • Dashboards create attentional bias by what they display.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Rotate what is measured and highlight the metrics no one is watching.

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
Dashboards create attentional bias by what they display.
Amplifying Incentives
Dashboards create attentional bias by what they display.
Org Failure Modes
Dashboards create attentional bias by what they display.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Rotate what is measured and highlight the metrics no one is watching.
Diagnostic Questions
  • Rotate what is measured and highlight the metrics no one is watching.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Rotate what is measured and highlight the metrics no one is watching.
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-0070 · COG
Attentional Bias
ABRu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAutomation BiasBEBezold EffectBRBounded Rationality

Knowledge Graph Neighbors

Version History

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