Attentional Bias is our perception is shaped by what we selectively pay attention to. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0070, within the Decision family. The core principle: our perception is shaped by what we selectively pay attention to. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
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
Pending editorial review.
Our perception is shaped by what we selectively pay attention to.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
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
- A sales team only notices deals that are closing, missing churn signals.
- Dashboards create attentional bias by what they display.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
The mistake with this element is treating it as irrationality. It is almost always a rational response to a payoff nobody wrote down. The mechanism underneath it is straightforward: our perception is shaped by what we selectively pay attention to. You can recognize it in the field by its signature: what you look for is what you find. What you ignore is what hurts you. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.
How it gets exploited
Left undesigned, dashboards create attentional bias by what they display. It is amplified whenever dashboards create attentional bias by what they display. Inside organizations that shows up as dashboards create attentional bias by what they display. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.
How the Lab designs around it
The redesign move is to rotate what is measured and highlight the metrics no one is watching. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.
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
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Rotate what is measured and highlight the metrics no one is watching.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Favoring suggestions from automated systems over conflicting human judgment.
Two options seen side-by-side look more different than they are in isolation.
We choose more variety than we'll actually want when picking for the future all at once.
We overestimate the intensity and duration of emotional reactions.
Judging a decision by its outcome rather than by the quality of the process.
How will I feel about this in 10 minutes / 10 months / 10 years?
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.
Forgetting to compare an offer with the next-best alternative.
Outcomes that could have happened but did not.
Overthinking a situation so that decision-making stalls.
The first number on the table silently sets the range for every number after it.
Tversky & Kahneman's classic: identical outcomes flip from 'risk averse' to 'risk seeking' when framed as lives saved vs. lives lost.
Where Attentional Bias is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- EssayAI Agents Inherit Your Incentives
How this element propagates into automated systems.
- EssayThe Comp Plan Is the Strategy
Where this element meets compensation design.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
Questions about Attentional Bias
- What is Attentional Bias?
- Attentional Bias is our perception is shaped by what we selectively pay attention to. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0070, within the Decision family. The core principle: our perception is shaped by what we selectively pay attention to. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- What is an example of Attentional Bias?
- Dashboards create attentional bias by what they display. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0070).
- How is Attentional Bias exploited?
- Dashboards create attentional bias by what they display.
- How do you design around Attentional Bias?
- Rotate what is measured and highlight the metrics no one is watching.
- Which behavioral dimension does Attentional Bias belong to?
- Attentional Bias is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0070 and its evidence grade is B.