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Record W3200541997

Canadian Men’s Experiences with Female-perpetrated Intimate Partner Violence: An Investigation of Masculinity and Help-seeking Behaviours

2021· dissertation· en· W3200541997 on OpenAlexaboutno aff
Spencer Talbot

Bibliographic record

VenueThe Atrium (University of Guelph) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsMasculinityDomestic violencePsychologyGender studiesIntimate partnerCriminologySocial psychologySociologySuicide preventionPoison controlMedicineMedical emergency
DOInot available

Abstract

fetched live from OpenAlex

There is substantial research attention on victimized women’s experiences with intimate partner violence (IPV), which has made great strides as a method of offering support and awareness to a vulnerable population. However, there remains a dearth in the literature with regard to research on men’s experiences as victims of female-perpetrated IPV. This study aimed to address this gap by examining men’s experiences as recipients of female perpetrated IPV. In the present study, 36 men from Canada, aged 22-50, took part in a survey that utilized open-ended questions to investigate the male IPV experience. Thematic analysis was used to analyze the men’s responses which revealed four key areas of discussion: (1) the extent and forms of IPV experienced, (2) men’s decisions on whether to stay in a relationship or leave, (3) men’s views of themselves, and (4) men’s help-seeking behaviours. The findings are in line with other IPV research indicating that men experience a variety of physical, verbal, and sexual abuse. Men reported that these experiences affected their views of themselves in a number of ways, including impacting their feelings of masculinity. When seeking help, men described using both formal and informal support systems to assist them with their IPV experiences. This research discusses past research on male survivors in Canada as well as internationally, followed by suggestions for future directions in the research on men’s experiences with IPV.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.164

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0130.002
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.021
GPT teacher head0.270
Teacher spread0.249 · 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 source (direct Gemma or distilled Codex), 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

Citations1
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueThe Atrium (University of Guelph)Same topicIntimate Partner and Family ViolenceFrench-language works237,207