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Record W4411441915 · doi:10.5430/ijhe.v14n3p51

Enhancing Engagement and Academic Success Through Combat Sports in Higher Education

2025· article· en· W4411441915 on OpenAlexvenueno aff
Musa Lewis Mathunjwa, Dimitar Avramov, Brandon S. Shaw

Bibliographic record

VenueInternational Journal of Higher Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMartial Arts: Techniques, Psychology, and Education
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumPhysical educationPsychologyHigher educationPedagogyStudent engagementPersonal developmentMedical educationCohesion (chemistry)EmployabilityPublic relationsPolitical scienceMedicine

Abstract

fetched live from OpenAlex

This narrative survey evaluates the effects of combat sports together with physical education on student participation while developing discipline and academic achievements in higher education institutions. Physical education frameworks are widely recognized for wellness benefits yet academic employments of combat sports demonstrate limited study as education instruments for developing mental and social competencies that improve student learning achievement. This review analyses combat sports' structured discipline through domain-specific literature from sports science, educational psychology and higher education pedagogy which establishes the mechanisms through which combat sports develop university students' self-regulation, motivation and resilience and social cohesion. The study evaluates how these activities enable comprehensive pupil growth especially among minority student communities through developing personal identity together with increased self-assurance as well as social connection. Physical education provides an inclusive framework to merge educational success with physical activity through an examination of combat sports effectiveness as intervention methods. This study employed a qualitative review methodology, synthesising existing literature on combat sports, physical activity, and student development. To ensure sustainability, the paper recommends integrating combat sports and structured physical education into university curricula and co-curricular activities. These initiatives should be supported by inclusive student development policies. This approach fosters both academic success and holistic student wellness, particularly in under-resourced educational contexts where access and retention remain significant challenges.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.048
GPT teacher head0.446
Teacher spread0.398 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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