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Record W3203020152 · doi:10.3389/fsoc.2021.727069

“Eventually, I Admitted, ‘I Cannot Do This Alone’”: Exploring Experiences of Suicidality and Help-Seeking Drivers Among Australian Men

2021· article· en· W3203020152 on OpenAlexaff
Zac E. Seidler, Michael Wilson, John L. Oliffe, David Kealy, Nicholas Toogood, John S. Ogrodniczuk, Simon Rice

Bibliographic record

VenueFrontiers in Sociology · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender Roles and Identity Studies
Canadian institutionsUniversity of British Columbia
FundersMovember Foundation
KeywordsPsychologyThematic analysisMental healthMasculinitySituational ethicsIndigenousHelp-seekingStressorQualitative researchClinical psychologySocial psychologyPsychiatrySociology

Abstract

fetched live from OpenAlex

While research has explored the intersection between masculinities and men’s experiences of suicidality, comparatively little attention has been paid to the stories surrounding suicidal men’s decision to seek help. The ways in which men experiencing suicidal thoughts and behaviors embody masculinities alongside their enlistment of mental health services remains largely unknown. The present study explored 262 Australian men’s stories surrounding the impetus for help-seeking for suicidal thoughts and behaviors. The sample comprised men ranging in age from 17 to 74 years ( M = 40.99; SD = 15.92 years), with most participants residing in a metropolitan area (55.3%), employed full time (43.1%), non-indigenous (95.4%) and heterosexual (73.7%). Participants elaborated on their reasons for help-seeking via an open-text qualitative survey, delivered as part of a larger study exploring help-seeking experiences of Australian men. Thematic analysis of responses generated four themes highlighting the diversity of experience across men, with some highlighting impacts of emasculating early trauma(s) on their suicidality, while others reflected an impulsiveness tied to situational stressors that fractured their masculine identity (e.g., relationship breakdown; job loss). Many men had epiphanies as they reached the limits of their self-reliance and came to terms with their need for help. As their suicidality was witnessed by—and began to impact—those around them, the sight of their previously masked pain by others often facilitated their help-seeking journey. The present findings underscore the complex and multifactorial role of masculinities in men’s suicidality and their paths to help-seeking. Important inroads for future public mental health promotion efforts are discussed, in terms of leveraging self-reliant and caring masculinities in helping men to develop healthy coping in the context of suicidality.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.399
Threshold uncertainty score0.803

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.050
GPT teacher head0.301
Teacher spread0.250 · 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 designQualitative
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

Citations21
Published2021
Admission routes1
Has abstractyes

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