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Modeling associations between physical recreation engagement and correlates of post-secondary student psychosocial well-being: Exploring differences among students living with and without a mental health condition

2025· article· en· W4408944255 on OpenAlexafffundabout
Melissa L. deJonge, Catherine M. Sabiston, Chloe A. Hamza, Simon C. Darnell

Bibliographic record

VenuePsychology of sport and exercise · 2025
Typearticle
Languageen
FieldPsychology
TopicRecreation, Leisure, Wilderness Management
Canadian institutionsUniversity of Toronto
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of CanadaCanada Research Chairs
KeywordsPsychologyRecreationPsychosocialMental healthPhysical healthWell-beingStudent engagementPhysical activityDevelopmental psychologyClinical psychologyApplied psychologyPsychiatryPsychotherapistPedagogy

Abstract

fetched live from OpenAlex

The purpose of the study was to examine on-campus physical recreation engagement as a student-life activity for supporting post-secondary student psychosocial well-being, physical activity (PA) guideline adherence, and academic achievement among post-secondary students. The study aimed to: (1) test a comprehensive model examining associations between engagement in on-campus physical recreation, psychosocial well-being outcomes (campus climate, social support, loneliness, psychological distress), PA guideline adherence, and academic achievement; and (2) explore model differences in the associations among students living with and without a mental health condition. Cross-sectional data from the national spring 2023 Canadian Campus Well-Being Survey were used. The analytical sample included 9575 students ( M age = 23.17 years; 48 % White; 65 % women; 29 % with a mental health condition). Based on findings from structural equation modeling, physical recreation engagement was directly associated with PA guideline adherence, social support, psychological distress, and loneliness. PA guideline adherence, social support, and campus climate were also directly associated with psychological distress, loneliness, and academic achievement. Physical recreation engagement was indirectly associated with more favourable outcomes in academic achievement, psychological distress, and loneliness through higher levels of social support. Physical recreation was indirectly associated with lower levels of psychological distress and loneliness through PA guideline adherence. Exploratory multi-group invariance analyses supported no model differences in the structural associations among students with a mental health condition. Promising targetable processes for supporting student psychosocial well-being through physical recreation engagement are provided. Theoretical and practical implications for informing whole-campus preventive well-being strategies centered on physical recreation among post-secondary students are discussed. • Strategies for improving student well-being through physical recreation are offered. • Well-being benefits were the same among students with a mental health condition. • Student-life engagement among students with a mental health condition is a concern.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.848

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.031
GPT teacher head0.355
Teacher spread0.324 · 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.

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

Citations4
Published2025
Admission routes3
Has abstractyes

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