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Record W4409246444 · doi:10.29173/cjfy30130

Beyond Jocularity: Exploring the Role of Community in Supporting Mental Health and Personal Development Among Male Students

2025· article· en· W4409246444 on OpenAlexvenueno aff
Fremativo A. Vergara, Kianne G. Daling, Evan P. Taja-on

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthPersonal developmentPsychologySociologyPsychiatryPsychotherapist

Abstract

fetched live from OpenAlex

Men experience a silent crisis of mental health; however, societal stigmas and expectations around masculinity often prevent them from seeking help. This lack of support intensifies the existing problems. This study explores the role of community support in promotion open communication and emotional well-being among men. The study employed an exploratory research design conducted at an institution in Malaybalay City, Bukidnon, using purposive sampling to gather data from nine participants. The study reveals that supportive social networks and a strong sense of community are crucial for male students' mental health and personal growth. Themes such as constructive criticism, encouragement, and authentic self-expression highlight how these environments foster emotional fortitude, self-awareness, and a sense of belonging. The findings underscore that feeling connected to a supportive community and having strong social ties helps male students develop resilience, mindfulness, and overall well-being.

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)0.009
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.384
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.028
GPT teacher head0.301
Teacher spread0.273 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la JeunesseSame topicYouth Development and Social SupportFrench-language works237,207