XMBA Hybrid Learning is bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0707, within the Learning family. The core principle: bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases. 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
Bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases.
Plain-English Definition
Bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases.
Feynman Explanation
Watching the lecture is not learning. Doing the project is.
Core Principle
Bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases.
Mechanisms
Pending editorial review.
Bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Executive education ROI rises when 'create' phases follow 'remember' phases.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Watching the lecture is not learning. Doing the project is.
Examples
- XMBA pairs online modules with cohort workshops and on-the-job implementation.
- Executive education ROI rises when 'create' phases follow 'remember' phases.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
When this element shows up in a diagnostic, the instinct is to train people out of it. Training rarely moves it. The mechanism underneath it is straightforward: bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases. You can recognize it in the field by its signature: watching the lecture is not learning. Doing the project is. 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, executive education ROI rises when 'create' phases follow 'remember' phases. It is amplified whenever executive education ROI rises when 'create' phases follow 'remember' phases. Inside organizations that shows up as executive education ROI rises when 'create' phases follow 'remember' phases. 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 design every training as Remember → Apply → Create, not just lecture. 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
- Design every training as Remember → Apply → Create, not just lecture.
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.
- Design every training as Remember → Apply → Create, not just lecture.
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.
Learners build knowledge by integrating new experience with existing mental structures — not by passive reception.
Targeted reps at the edge of your ability, with fast feedback, on a specific weakness.
Four dimensions of learner preference: Active/Reflective, Sensing/Intuitive, Visual/Verbal, Sequential/Global.
Four learner preferences derived from Kolb: Activist, Reflector, Theorist, Pragmatist.
Four-stage cycle: Concrete Experience → Reflective Observation → Abstract Conceptualization → Active Experimentation.
Giving up after repeated exposure to uncontrollable negative events.
Performance improves with practice, but gains slow over time.
A deliberately curated set of people, sources, and feedback loops you draw on to learn faster than alone.
Default identity shift: you read, watch, and listen as a future teacher, not a passive consumer.
Preparing to teach a concept forces deeper encoding than passively studying it.
Pulling information out of memory cements it better than passively re-reading it.
Daily one-line capture of the single most important thing you learned that day.
Where XMBA Hybrid Learning 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.
- 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 XMBA Hybrid Learning
- What is XMBA Hybrid Learning?
- XMBA Hybrid Learning is bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0707, within the Learning family. The core principle: bloom-stacked curriculum that pairs passive online content with facilitated, experiential, and implementation phases. 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 XMBA Hybrid Learning?
- Executive education ROI rises when 'create' phases follow 'remember' phases. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0707).
- How is XMBA Hybrid Learning exploited?
- Executive education ROI rises when 'create' phases follow 'remember' phases.
- How do you design around XMBA Hybrid Learning?
- Design every training as Remember → Apply → Create, not just lecture.
- Which behavioral dimension does XMBA Hybrid Learning belong to?
- XMBA Hybrid Learning is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Learning", class "Mental Model". Its permanent identifier is HBT-COG-0707 and its evidence grade is B.