Framing Effect is the same information lands differently depending on how it's wrapped. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0331, within the Decision Bias family. The core principle: the same information lands differently depending on how it's wrapped. 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
The same information lands differently depending on how it's wrapped.
Plain-English Definition
The same information lands differently depending on how it's wrapped.
Feynman Explanation
'90% survival' and '10% mortality' are the same number, never the same decision.
Core Principle
The same information lands differently depending on how it's wrapped.
Mechanisms
The same information lands differently depending on how it's wrapped.
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Inputs (Triggers)
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Outputs (Behaviors)
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Behavioral Signature
'90% survival' and '10% mortality' are the same number, never the same decision.
Examples
- Layoffs reframed as 'right-sizing' meet less resistance than the same headcount cut.
- Decks engineer outcomes by engineering frames.
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Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: the same information lands differently depending on how it's wrapped. You can recognize it in the field by its signature: '90% survival' and '10% mortality' are the same number, never the same decision. 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, aI risk framed as 'opportunity cost of inaction' vs. 'governance failure' produces opposite investments. It is amplified whenever decks engineer outcomes by engineering frames. Inside organizations that shows up as decks engineer outcomes by engineering frames. 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 re-state every choice in at least two opposing frames before deciding. The test of any redesign here is simple: after the change, can you name what the organization is now doing less of? If not, the payoff structure did not actually move.
Famous Experiments
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Design Principles
- Re-state every choice in at least two opposing frames before deciding.
Measurement Approaches
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Evidence
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The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Re-state every choice in at least two opposing frames before deciding.
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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.
Adding a clearly worse option steers people toward the option you wanted.
Whatever is pre-selected wins more often than it should.
We value things more once they're ours.
We overvalue things we built ourselves.
Doing something feels safer than doing nothing — even when nothing wins.
Feelings act as shortcuts for facts.
Over-reliance on the first number that hits the table.
We disproportionately prefer rewards now over rewards later.
Believing more information leads to better decisions, regardless of relevance.
When trivial metrics become the target, the trivial becomes the strategy.
Losses hurt roughly twice as much as equivalent gains feel good.
We treat money differently depending on which bucket it's in.
Where Framing 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.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Framing Effect
- What is Framing Effect?
- Framing Effect is the same information lands differently depending on how it's wrapped. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0331, within the Decision Bias family. The core principle: the same information lands differently depending on how it's wrapped. 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 Framing Effect?
- Decks engineer outcomes by engineering frames. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0331).
- How is Framing Effect exploited?
- AI risk framed as 'opportunity cost of inaction' vs. 'governance failure' produces opposite investments.
- How do you design around Framing Effect?
- Re-state every choice in at least two opposing frames before deciding.
- Which behavioral dimension does Framing Effect belong to?
- Framing Effect is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision Bias", class "Cognitive Bias". Its permanent identifier is HBT-COG-0331 and its evidence grade is B.