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Record W2050549163 · doi:10.1177/0886260512455516

Status Compatibility and Help-Seeking Behaviors Among Female Intimate Partner Violence Victims

2012· article· en· W2050549163 on OpenAlexaboutno aff
Catherine Kaukinen, Silke Meyer, Caroline Akers

Bibliographic record

VenueJournal of Interpersonal Violence · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsDomestic violenceSocioeconomic statusPsychological interventionPsychologyMarital statusPoison controlSuicide preventionHelp-seekingSocial psychologyMental healthHuman factors and ergonomicsOccupational safety and healthCriminologyPsychiatryMedicineEnvironmental healthPopulation

Abstract

fetched live from OpenAlex

Given the far-reaching social, personal, and economic costs of crime and violence, as well as the lasting health effects, understanding how women respond to domestic violence and the types of help sought are critical in addressing intimate partner violence. We use a nationally representative dataset (Canadian General Social Survey, Personal Risk, 1999) to examine the help-seeking behaviors of female intimate partner violence victims (N = 250). Although victims of violent crime often do not call the police, many victims, particularly women who have been battered by their partner rely on family, friends, social service, and mental health interventions in dealing with the consequences of violent crime. We examine the role of income, education, and employment status in shaping women's decisions to seek help, and we treat these economic variables as symbolic and relative statuses as compared to male partners. Although family violence researchers have conceptualized the association between economic variables and the dynamics of intimate partner violence with respect to the structural dimensions of sociodemographic factors, feminist researchers connect economic power to family dynamics. Drawing on these literatures, we tap the power in marital and cohabiting relationships, rather than treating these variables as simply socioeconomic resources. Controlling for other relevant variables we estimate a series of multivariate models to examine the relationship between status compatibilities and help-seeking from both formal and informal sources. We find that status incompatibilities between partners that favor women increase the likelihood of seeking support in dealing with the impact of violence.

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)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.164
Threshold uncertainty score0.327

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.029
GPT teacher head0.341
Teacher spread0.312 · 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 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

Citations69
Published2012
Admission routes1
Has abstractyes

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Same venueJournal of Interpersonal ViolenceSame topicIntimate Partner and Family ViolenceFrench-language works237,207