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Record W3136201561 · doi:10.1080/24711616.2021.1881420

Considering the State and Status of Internationalization in Western Higher Education Kinesiology

2021· article· en· W3136201561 on OpenAlexaff
Brian Culp, Jenna R. Lorusso, Melody Viczko

Bibliographic record

VenueInternational Journal of Kinesiology in Higher Education · 2021
Typearticle
Languageen
FieldHealth Professions
TopicPhysical Education and Pedagogy
Canadian institutionsWestern University
Fundersnot available
KeywordsKinesiologyInternationalizationHigher educationPolitical scienceSociologyPublic relationsPedagogySocial sciencePsychologyMedical educationMedicineLawBusiness

Abstract

fetched live from OpenAlex

While internationalization is among the top strategic priorities of universities and colleges globally, research into the expanse of internationalization in the kinesiology discipline is not well researched. Given this gap, critical consideration of the state and status of the phenomenon is needed. Knowing more about what is being done in the name of internationalization within kinesiology and reflecting on how those actions and outcomes are aligned, or not, with key theoretical guidance is necessary in order to plan for improvement accordingly. For these reasons, this paper first provides a primer on internationalization in higher education, including how the phenomenon has come to be defined as well as key contemporary critiques associated with it. In particular, we highlight Beck’s (2012) theoretical concept of ‘eduscape’ to critically consider the influences of globalization on internationalization within higher education kinesiology as well as Khoo, Taylor, and Andreotti’s (2016) principles of intelligibility, dissent, and solidarity to consider the ways kinesiology scholars engage critically with internationalization processes. Presented next is a review of the kinesiology literature that is explicitly focused on internationalization. Then, the results of a pilot survey into the views of National Association for Kinesiology in Higher Education (NAKHE) members and other Western kinesiology scholars on internationalization is reported next. The paper concludes with recommendations as to how NAKHE and the broader community of Western kinesiology scholars might best navigate internationalization moving forward. We recommend the complexity-informed and principle-driven approach of inclusive leadership as a means of pursuing cognitive justice in the 21st century.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.101
GPT teacher head0.480
Teacher spread0.379 · 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 teacher head, not a consensus.

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

Citations4
Published2021
Admission routes1
Has abstractyes

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