How MAD Works
How MAD Builds Its Explanations
The Martial Arts Definitions Project uses scholarship to do more than populate a bibliography. Sources may provide empirical evidence, established concepts, broader theoretical context, critical pressure, boundary conditions, or methods for organizing knowledge.
MAD began with definitions because explanation depends on stable terms. Before the project could explain how martial arts education, learning, and development work, it first had to distinguish the entities and concepts being discussed. As the project expanded into the Martial Arts Learning Architecture (MAL) and Development Through Martial Arts (DTM), definition remained the foundation of the work rather than its endpoint.
MAD does not conduct original empirical research. Its contribution is a governed, practitioner-informed conceptual synthesis: it organizes existing scholarship, practical instructional knowledge, explicit distinctions, and machine-readable rules into a framework for reasoning about martial arts education.
None of these inputs replaces the others. Practical experience can reveal a problem without proving a general claim. Scholarship can support or challenge a concept without authoring the exact MAD architecture. Conceptual analysis can clarify relationships without producing empirical evidence.
Source Roles
How MAD Uses Sources
The presence of a work in this bibliography does not automatically mean that MAD derived a definition, relation, namespace, or guardrail from that source. Source relationships are interpreted according to the role the source actually performs.
A single work may perform different roles on different pages. For that reason, page-level source use is more precise than assigning one permanent role to an author or publication.
Provenance
MAD's Original Contribution
The project's original contribution is primarily definitional, organizational, relational, and explanatory rather than experimental.
Unless a page explicitly identifies a direct derivation or adaptation, MAD governs the exact form of:
Research Basis
Research Basis by Namespace
MAC — Martial Arts Core Ontology
MAC defines the core entities needed to reason about martial arts education: education, schools, organizations, facilities, instructors, training, programs, curricula, rank systems, progression, and documented instances.
Its research basis draws from martial arts studies, cultural and historical scholarship, pedagogy, institutional and out-of-school learning research, encyclopedic reference works, and ontology and structured-data methodology. These sources help situate the domain and support distinctions among entities, but the exact MAC definitions and relation model remain governed by MAD.
MAL — Martial Arts Learning Architecture
MAL explains the learning conditions and processes through which martial arts participation can become organized education. Its research basis includes embodied learning, motor learning, feedback, skill acquisition, challenge calibration, cognitive load, practice design, motivational climate, coaching relationships, adaptation, retention, and transfer.
Ethnographic and phenomenological work helps establish the importance of bodily participation and lived practice. Motor-learning and educational research supports distinctions among instruction, attempt, feedback, adjustment, temporary performance, durable learning, adaptation, and stabilization. The exact MAL architecture remains original MAD organizational work unless a page states otherwise.
DTM — Development Through Martial Arts
DTM defines the developmental territory that martial arts training may make possible. Its research basis includes budō education, humanistic martial arts theory, self-regulation, executive function, motivation, transfer of learning, athletic and social identity, moral development, self-efficacy, emotional regulation, and empirical research on martial arts outcomes.
DTM does not treat participation as sufficient evidence of development. Outcome research is heterogeneous, transfer is conditional, and developmental effects depend on training structure, readiness, relational environment, interpretation, adaptation, and stabilization.
Theoretical Dialogue
Sources in Theoretical Dialogue
Some sources do not relate to MAD through a simple claim-and-citation path. Their role is better understood as part of a broader theoretical dialogue.
Paul Bowman
Bowman is used as critical and cultural-theoretical context. No direct derivation of MAD's architecture is documented. At the project level, his work places pressure on definitions that present martial arts as timeless, culturally fixed, or universally self-evident.
MAD responds through scoped definitions, explicit governance, namespace boundaries, versioning, and inference limits. This does not mean the project has resolved or neutralized Bowman's critique. It means that MAD places his concerns in dialogue with the practical need for transparent, purpose-specific concepts.
Wojciech J. Cynarski
Cynarski provides humanistic, philosophical, pedagogical, and developmental context. His work situates martial arts within broader questions of ethics, culture, self-cultivation, psychophysical development, and education.
MAD does not adopt his General Theory of Fighting Arts as its ontology, nor does it treat humanistic outcomes as automatic properties of participation. Instead, it supplies more foundational distinctions for examining when, how, and under what conditions educational or developmental claims may be defensible.
George Jennings and Pedrini & Jennings
This work supports the recognition that martial arts pedagogy may be constructive, unhealthy, coercive, or harmful depending on instructional and social conditions. It therefore provides pedagogical variability and harm-boundary support.
MAD does not claim that Jennings directly authored its developmental guardrails. The relationship is one of support and contextualization: harmful and counterproductive forms of pedagogy demonstrate why participation cannot be treated as an automatic cause of positive development.
Embodied Practice and Embodied Cognition
Wacquant, Downey, Farrer and Whalen-Bridge, Varela, Thompson and Rosch, Merleau-Ponty, and related sources support the view that skilled learning is embodied, participatory, relational, and inseparable from engagement with an environment.
These sources provide ethnographic, anthropological, phenomenological, and theoretical grounding. They do not directly test the exact MAL constructs or prove martial arts developmental outcomes.
Learning, Retention, and Transfer
Schmidt and Bjork, Soderstrom and Bjork, Schmidt and Lee, Guadagnoli and Lee, Perkins and Salomon, and related motor-learning research support distinctions among practice performance, durable learning, challenge calibration, retention, and transfer.
MAD uses that scholarship to support the need for distinctions such as Adaptation and Stabilization and for the conditional treatment of beyond-training transfer. Those MAD constructs are not identical to any one motor-learning model.
Martial Arts Outcome Research
Lakes and Hoyt, Vertonghen and Theeboom, Moore, Dudley and Woodcock, Harwood, Lavidor and Rassovsky, Harwood-Gross and colleagues, Ng-Knight and colleagues, and related studies provide direct or synthesized evidence relevant to self-regulation, wellbeing, aggression, inhibitory control, processing speed, attention, and other outcomes.
This evidence supports the developmental domain while also reinforcing its limits. Findings vary by population, instructional design, research method, and social context. No single study or review validates the full MAD framework.
Implementation
Relationship to Rise Martial Arts and the Warrior Keys
The Martial Arts Definitions Project and Rise Martial Arts have different roles.
MAD governs general concepts, definitions, relationships, and inference boundaries. Rise provides an applied instructional context in which selected concepts are operationalized.
Warrior Key pages are implementation pages, not canonical MAD definitions. The Warrior Keys are not presented as academic constructs or direct scholarly derivations. Their relevant research grounding is documented through the corresponding DTM concepts.
Policy
Bibliographic and Provenance Policy
Bibliography
Master Bibliography
The bibliography below consolidates the complete citation records currently used across the MAC, MAL, and DTM pages.