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Record W4407834579 · doi:10.1016/j.pmedr.2025.103015

Associations between youth lifestyle habits, sociodemographic characteristics, and health status with positive mental health: A gender-based analysis in a sample of Canadian postsecondary students

2025· article· en· W4407834579 on OpenAlexafffundabout
Rachel Surprenant, David Bezeau, Gabriel Arantes Tiraboschi, Gabrielle Garon‐Carrier, Isabelle Cabot, Magaly Brodeur, Caroline Fitzpatrick

Bibliographic record

VenuePreventive Medicine Reports · 2025
Typearticle
Languageen
FieldPsychology
TopicCOVID-19 and Mental Health
Canadian institutionsCegep Edouard MontpetitCegep de Saint HyacintheUniversité de Sherbrooke
FundersSocial Sciences and Humanities Research Council of CanadaFonds de Recherche du Québec-Société et Culture
KeywordsMental healthSample (material)PsychologyEducational attainmentMedicineYoung adultGerontologyClinical psychologyPsychiatry

Abstract

fetched live from OpenAlex

Objective: This study aims to estimate associations between lifestyle habits, sociodemographic characteristics, health status, and positive mental health (i.e., flourishing, languishing, moderate) and anxiety and depression symptoms in postsecondary students. Methods: This cross-sectional study used a convenience sample of 2165 Canadian first-semester postsecondary students (59 % female, 41 % men). Participants reported positive mental health using the Mental Health Continuum-Short Form and completed the Hospital Anxiety and Depression Scale to screen for probable cases of anxiety and depression in the Fall of 2023. Participants reported lifestyle habits including recreational screen time (hours/day), physical activity (minutes/week), in-person social interaction (frequency/week), and homework (hours/week). Participants reported age, gender, race/ethnicity, socioeconomic status, and health status (presence of a disability or health problem). Results: Women's weekend screen time was associated with an 11 % reduction in the odds of experiencing flourishing mental health (odds ratio [OR]: 0.89, 95 % CI, 0.83-0.95), and never engaging in in-person socializing increased the odds of women experiencing languishing mental health (OR: 3.80, 95 % CI, 1.45-9.96). More frequent engagement in physical activity and homework were each associated with an increased odds of men experiencing flourishing mental health (OR: 1.00, 95 % CI, 1.00-1.00; OR: 1.03, 95 % CI, 1.00-1.05). Conclusions: These findings highlight modifiable lifestyle habits including screen time, physical activity, in-person socializing, and homework which can be leveraged for mental health promotion among postsecondary students.

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)0.002
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 score0.264
Threshold uncertainty score0.842

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
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 head0.054
GPT teacher head0.407
Teacher spread0.353 · 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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