Feature-Positive Effect is we notice what's present more than what's absent. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0309, within the Reasoning family. The core principle: we notice what's present more than what's absent. 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
We notice what's present more than what's absent.
Plain-English Definition
We notice what's present more than what's absent.
Feynman Explanation
The dog that didn't bark is the clue we miss.
Core Principle
We notice what's present more than what's absent.
Mechanisms
Pending editorial review.
We notice what's present more than what's absent.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Strategic gaps are often invisible because absence doesn't trigger attention.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
The dog that didn't bark is the clue we miss.
Examples
- Diagnosing org problems by what's there, missing what's structurally missing.
- Strategic gaps are often invisible because absence doesn't trigger attention.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
Most organizations meet this element as a personnel problem. It is not one. The mechanism underneath it is straightforward: we notice what's present more than what's absent. You can recognize it in the field by its signature: the dog that didn't bark is the clue we miss. 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, strategic gaps are often invisible because absence doesn't trigger attention. It is amplified whenever strategic gaps are often invisible because absence doesn't trigger attention. Inside organizations that shows up as strategic gaps are often invisible because absence doesn't trigger attention. 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 explicitly ask 'what's missing here?' as a standard diagnostic question. Measure the behavior, not the sentiment. A survey will tell you how people feel about this; only observed action tells you whether it changed.
Famous Experiments
Pending editorial review.
Design Principles
- Explicitly ask 'what's missing here?' as a standard diagnostic question.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Explicitly ask 'what's missing here?' as a standard diagnostic question.
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.
Vague personality descriptions feel uniquely accurate.
Doing something good gives us mental permission to do something bad.
We remember the beginning and the end of a list better than the middle.
Looking where the light is, not where the keys are.
Deriving general rules from specific examples; the leap from instance to concept.
The brain evolved to reason adaptively, not always truthfully, to reduce the cost of errors.
We solve problems by adding, even when subtracting would be better.
Assuming that if one option is true, another must be false, when both can be true.
Presuming a purposeful actor behind events that may have no actor at all.
What cannot be settled by experiment is not worth debating.
A finite set of well-defined instructions for solving a problem or performing a computation.
Every model simplifies reality; some are still useful.
Where Feature-Positive Effect 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.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Feature-Positive Effect
- What is Feature-Positive Effect?
- Feature-Positive Effect is we notice what's present more than what's absent. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0309, within the Reasoning family. The core principle: we notice what's present more than what's absent. 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 Feature-Positive Effect?
- Strategic gaps are often invisible because absence doesn't trigger attention. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0309).
- How is Feature-Positive Effect exploited?
- Strategic gaps are often invisible because absence doesn't trigger attention.
- How do you design around Feature-Positive Effect?
- Explicitly ask 'what's missing here?' as a standard diagnostic question.
- Which behavioral dimension does Feature-Positive Effect belong to?
- Feature-Positive Effect is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Reasoning", class "Mental Model". Its permanent identifier is HBT-COG-0309 and its evidence grade is B.