MétaCan
Menu
Back to cohort
Record W4413234625 · doi:10.32674/g2952n64

Intercultural competence development for prospective physical education teachers

2025· article· en· W4413234625 on OpenAlex
Lyaziza Sarsenbayeva, S. A. Urazgaliyeva, Rumilyam Mukhpulova, Assel Bazilgalamova

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Interdisciplinary Studies in Education · 2025
Typearticle
Languageen
FieldHealth Professions
TopicPhysical Education and Pedagogy
Canadian institutionsEarl Haig Secondary School
Fundersnot available
KeywordsIntercultural competenceCompetence (human resources)PsychologyPhysical educationPedagogySocial psychology

Abstract

fetched live from OpenAlex

This study demonstrates the intercultural communicative competence of future physical education teachers. The role of sports in human culture has been studied, with intercultural communication promoting a humanistic worldview. A critical approach, based on theoretical, empirical, and statistical methods, was employed. The study population comprised third-year students specializing in “physical education and sports” at the Kazakh Academy of Sports and Tourism (n=240). Online surveys were conducted among Kazakh and Russian populations using Google Forms and analyzed using Excel and IBM SPSS Statistics. The levels of students in English (with a professional orientation), cultural intelligence, motivation to teach physical education, emotional intelligence, and tolerance were also studied. The results revealed a positive correlation between almost all the indicators studied. Therefore, a program was developed to improve the intercultural competence of future physical education teachers. The application of the program for one academic year had a positive effect on all the indicators studied, characterizing the overall level of intercultural competence of future physical education teachers.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.150
Threshold uncertainty score0.661

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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)0.0000.000

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 head0.089
GPT teacher head0.572
Teacher spread0.483 · 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