Self-Explaining is saying or writing the idea back to yourself in your own words to surface gaps before they're public. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0605, within the Learning family. The core principle: saying or writing the idea back to yourself in your own words to surface gaps before they're public. 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
Saying or writing the idea back to yourself in your own words to surface gaps before they're public.
Plain-English Definition
Saying or writing the idea back to yourself in your own words to surface gaps before they're public.
Feynman Explanation
If you can't explain it to yourself, you definitely can't explain it to your boss.
Core Principle
Saying or writing the idea back to yourself in your own words to surface gaps before they're public.
Mechanisms
Pending editorial review.
Saying or writing the idea back to yourself in your own words to surface gaps before they're public.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pre-meeting prep: write what you'd say if asked. Compare to what you actually know.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
If you can't explain it to yourself, you definitely can't explain it to your boss.
Examples
- Chi & VanLehn's self-explanation research: huge effect sizes on transfer.
- Pre-meeting prep: write what you'd say if asked. Compare to what you actually know.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
Executives usually notice this element only after it has cost something. By then it looks like a one-off. It is not. The mechanism underneath it is straightforward: saying or writing the idea back to yourself in your own words to surface gaps before they're public. You can recognize it in the field by its signature: if you can't explain it to yourself, you definitely can't explain it to your boss. 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, pre-meeting prep: write what you'd say if asked. Compare to what you actually know. It is amplified whenever pre-meeting prep: write what you'd say if asked. Compare to what you actually know. Inside organizations that shows up as pre-meeting prep: write what you'd say if asked. Compare to what you actually know. 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 after reading, close the book and write a 1-paragraph summary from memory. Design against it the way you would design against a known failure mode — assume it will appear, and price the exploit before someone finds it.
Famous Experiments
Pending editorial review.
Design Principles
- After reading, close the book and write a 1-paragraph summary from memory.
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.
- After reading, close the book and write a 1-paragraph summary from memory.
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.
Your capacity to learn, unlearn, and relearn faster than the environment changes.
Malcolm Knowles's principles of adult learning: self-direction, experience as resource, readiness, problem-centered orientation, intrinsic motivation.
Amishi Jha's research: attention is a finite, depletable, but trainable cognitive resource — short daily mindfulness measurably improves it.
Approach a situation as if you knew nothing.
Unusual or bizarre material is more memorable than common material.
Hierarchy of cognitive learning: Remember → Understand → Apply → Analyze → Evaluate → Create. Benjamin Bloom, 1956 (revised 2001).
Wallace J. Nichols: proximity to water reliably shifts the nervous system toward a calmer, more creative state.
Resourcing past memories with the state you needed at the time, so old triggers stop firing the old response.
Grouping information into familiar units to improve memory and processing.
Compressing many small patterns into one larger unit your mind treats as a single object.
Anchor a peak resourceful state to an imagined spot on the floor; step into it on demand before high-stakes moments.
Associating a neutral stimulus with a meaningful one until the neutral one triggers the response.
Where Self-Explaining 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.
- EssayWhy Government Transformation Stalls
The public-sector version of this pattern.
- 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 Self-Explaining
- What is Self-Explaining?
- Self-Explaining is saying or writing the idea back to yourself in your own words to surface gaps before they're public. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0605, within the Learning family. The core principle: saying or writing the idea back to yourself in your own words to surface gaps before they're public. 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 Self-Explaining?
- Pre-meeting prep: write what you'd say if asked. Compare to what you actually know. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0605).
- How is Self-Explaining exploited?
- Pre-meeting prep: write what you'd say if asked. Compare to what you actually know.
- How do you design around Self-Explaining?
- After reading, close the book and write a 1-paragraph summary from memory.
- Which behavioral dimension does Self-Explaining belong to?
- Self-Explaining is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Learning", class "Mental Model". Its permanent identifier is HBT-COG-0605 and its evidence grade is B.