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Record W4398182442 · doi:10.1093/heapro/daae046

Men’s peer support for mental health challenges: future directions for research and practice

2024· article· en· W4398182442 on OpenAlexaff
Paul Sharp, Patricia Zhu, John S. Ogrodniczuk, Sarah McKenzie, Zac E. Seidler, Simon Rice, John L. Oliffe

Bibliographic record

VenueHealth Promotion International · 2024
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent and Pediatric Healthcare
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMental healthPsychologyPeer supportPeer reviewNursingMedicinePolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

Peer support has a long history of helping people navigate mental health challenges and is increasingly utilized within men's mental health promotion initiatives. Despite considerable research conceptualizing and evaluating peer support in various contexts, little is known about the gendered dimensions of men's peer support and mutual help for mental health. This article provides an empirically informed commentary on men's peer support and informal help-seeking preferences to make recommendations for future directions for research and practice. Research examining men's peer support is emergent and the available evidence suggests that there is potential to conceptually align with many men's values and preferences for mental health help-seeking. Peer support offers a non-clinical, strength-based adjunct to professional support that may aid men in navigating a range of mental health challenges. Consideration must be given to the influence of gender socialization and men's diverse experiences with developing and maintaining peer relationships. It should not be assumed that authentic and supportive relationships will naturally form when men congregate together. As a growing number of interventions and programs emerge targeted at boys and men, there are important opportunities to leverage these health promotion efforts to encourage and coach men to engage in mutual help. Opportunities for research and practice are discussed to better understand and harness the health-promoting potential of peer support for men's mental health.

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)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.922
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
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 head0.414
GPT teacher head0.620
Teacher spread0.206 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations15
Published2024
Admission routes1
Has abstractyes

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