This page explains how the MAD Project analyzes a martial arts concept.
MAD does not only define terms. It examines what concepts assert or imply, what they are distinct from, what relationships and conditions may be relevant, and where the analysis should stop. A reader who spends five minutes here should understand what makes MAD more than a glossary — and how that difference matters for instruction, research, and structured reasoning about martial arts concepts.
01
What Concepts Carry
When most people encounter a definition project, they assume the work is primarily lexical: clarify a term, settle a dispute about usage, move on. MAD does that, but the more consequential work is different.
Many martial arts concepts — particularly when they appear in teaching, marketing, research, or structured data — carry embedded claims. A definition of martial arts program is not only a label. It asserts that program is a distinct thing: distinct from curriculum, from progression, from rank, from school, from training. Each of those distinctions is a claim about how the domain is structured. Each can be examined, qualified, and limited.
The same is true of developmental concepts. "Martial arts builds confidence" is not a definition — it is a claim about what training produces. But the concept of confidence embedded in that claim is also making assertions: that confidence is a thing that can be developed, that martial arts is a mechanism capable of producing it, that what is observed in a student after training is actually confidence rather than something adjacent to it.
MAD examines those claims rather than treating concepts as neutral labels. The question is not only what does this term mean but what is this concept asserting, where does that assertion hold, and where should it be limited.
02
How MAD Examines Concepts
MAD's analytical approach uses five recurring moves. These describe how MAD actually works — they are not a procedure other organizations adopt or a formal research protocol.
Define the concept
What does this term actually mean, within the domain where it is used? A precise definition establishes scope and prevents the concept from expanding to absorb neighboring ideas. MAD's definitions are bounded: they describe what the concept covers, not everything related to it. The goal is precision, not comprehensiveness.
Audit the claim inside the concept
What is this concept asserting or implying? A concept used in instruction, marketing, or a machine-readable taxonomy is doing more than naming a thing. It is making claims about what is real, what is distinct, what can be produced or developed, or how the domain is structured. Identifying that claim is often the most consequential analytical step. It is possible to define a concept correctly and still miss what the concept is being used to assert.
Locate it in the MAD architecture
What is this concept distinct from? What does it relate to? What does it depend on? Locating a concept within the project's architecture — the organized map of MAD concepts across MAC, MAL, and DTM — makes those boundaries visible and checkable. Is progression the same as curriculum? Is confidence the same as self-esteem? Is rank the same as achievement? The answer to each is no, and that answer is not obvious until the distinction is made explicit. For structural concepts, this step is often definitional. For developmental concepts, it is often where the most common confusions live.
Examine mechanism, conditions, evidence, and research
For developmental concepts especially, how is as important as what. How would a student develop confidence through martial arts training? What conditions would need to be present? What could be observed, and what must be inferred? What does available research — direct martial arts research where it exists, and adjacent research in fields like self-efficacy, transfer, motor learning, or self-regulation when direct martial arts research is limited — actually support? For structural concepts, this step is narrower: what relationships and conditions are relevant to how the concept functions? Not every concept requires a mechanism analysis, but every concept can be examined for what it depends on and what affects how it applies.
State scope and inference boundaries
What should not be assumed? What follows from the analysis, and what does not? Stating inference limits is not a failure of rigor — it is rigor. Many claims about martial arts — about what it builds, develops, or transfers — circulate without limits attached. MAD names those limits as part of the analysis, not as a disclaimer bolted on afterward.
03
How MAD Uses Evidence
MAD draws on two kinds of input that are routinely conflated in martial arts discourse: practitioner observation and research-supported claims. Both are legitimate. They are not equivalent.
Practitioners notice things that research has not yet studied. An instructor with years of consistent observation has access to patterns that may be real and important — but that have not been examined empirically. MAD treats practitioner observation as a legitimate source of practice-derived evidence, while keeping it distinct from research confirmation. It is the kind of grounded noticing that shapes the questions the analysis asks and that identifies where research is needed.
When direct martial arts research exists, it is cited as direct martial arts research. When it is limited or absent, adjacent research fields — self-efficacy theory, motor learning, transfer research, feedback studies, embodied cognition — are brought in explicitly. The source domain is named. Its relationship to the martial arts context is stated. This is not a workaround for thin evidence. It is appropriate scoping: locating the mechanisms and findings that are relevant, even when those findings were not originally generated within martial arts specifically.
04
What MAD Does Not Do
MAD does not audit schools, evaluate instructors, or assess whether any particular program achieves what it claims. It analyzes concepts and the claims embedded in them. It does not produce verdicts on marketing language, on individual practitioners, or on the outcomes of specific training environments.
MAD does not claim final authority over every martial arts practice or outcome. Its rigor comes from making conceptual boundaries visible — from being precise about what a concept means, what it asserts, and what it does not — not from adjudicating the field.
The five analytical moves described above are descriptions of how MAD works. Engaging with this page does not mean a claim has been validated, a concept has been certified, or a research standard has been met. It means the concept has been examined using the approach this page describes.
Readers who engage with this approach may find it useful for asking clearer questions about martial arts concepts — what a claim means, whether it is bounded, what evidence would be relevant. That is a reasonable use of this page.
05
Applied Demonstration
The most direct way to see this approach in action is the applied analysis of a specific claim.
Applied Analysis
Martial Arts and Confidence: What the Claim Actually Means
Examines one of the most common assertions in martial arts education — that martial arts builds confidence. It separates behavioral confidence from developmental self-confidence, identifies what can be observed versus what must be inferred, examines relevant direct and adjacent research, and states where the claim may hold and where it should stop.
That page can be read without having read this one. It shows what this page describes.
Martial Arts and Confidence →