Dread Aversion is dread weighs roughly double in our calculus what the equivalent gain does. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0251, within the Risk family. The core principle: dread weighs roughly double in our calculus what the equivalent gain does. 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
Dread weighs roughly double in our calculus what the equivalent gain does.
Plain-English Definition
Dread weighs roughly double in our calculus what the equivalent gain does.
Feynman Explanation
We hate losing twice as much as we love winning.
Core Principle
Dread weighs roughly double in our calculus what the equivalent gain does.
Mechanisms
Pending editorial review.
Dread weighs roughly double in our calculus what the equivalent gain does.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Selling change requires defusing dread, not just promising gain.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
We hate losing twice as much as we love winning.
Examples
- Why customers resist switching even when alternatives are clearly better.
- Selling change requires defusing dread, not just promising gain.
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: dread weighs roughly double in our calculus what the equivalent gain does. You can recognize it in the field by its signature: we hate losing twice as much as we love winning. 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, selling change requires defusing dread, not just promising gain. It is amplified whenever selling change requires defusing dread, not just promising gain. Inside organizations that shows up as selling change requires defusing dread, not just promising gain. 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 address loss aversion explicitly in change communication. The leverage is not in explaining the behavior to people. It is in changing what the behavior earns.
Famous Experiments
Pending editorial review.
Design Principles
- Address loss aversion explicitly in change communication.
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.
- Address loss aversion explicitly in change communication.
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.
Frequent evaluation amplifies loss aversion and produces overly conservative behavior.
Preferring options with known probabilities over options with unknown ones.
We overweight outcomes that are certain relative to merely probable ones.
Convex payoffs gain more than they lose; concave do the opposite.
Influence tactics weaponized — manipulation, coercion, exploitation of trust.
Build buffers so small mistakes don't become fatal.
The moment after which reversing a course becomes impossible or extremely costly.
We overweight tiny probabilities of large gains or losses.
We ignore probability when outcomes are emotionally charged.
People take more risks when they feel safer.
Risk has known probabilities. Uncertainty doesn't.
Risk decisions are driven by current emotion — not just by computed probabilities.
Where Dread Aversion 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.
- EssayIncentives Under Crisis
How this element behaves under pressure.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
Questions about Dread Aversion
- What is Dread Aversion?
- Dread Aversion is dread weighs roughly double in our calculus what the equivalent gain does. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0251, within the Risk family. The core principle: dread weighs roughly double in our calculus what the equivalent gain does. 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 Dread Aversion?
- Selling change requires defusing dread, not just promising gain. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0251).
- How is Dread Aversion exploited?
- Selling change requires defusing dread, not just promising gain.
- How do you design around Dread Aversion?
- Address loss aversion explicitly in change communication.
- Which behavioral dimension does Dread Aversion belong to?
- Dread Aversion is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Risk", class "Mental Model". Its permanent identifier is HBT-COG-0251 and its evidence grade is B.