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Record W4409087103 · doi:10.1177/17455057251325986

Meanings of food and experiences of food insecurity among survivors accessing violence against women services during the COVID-19 pandemic

2025· article· en· W4409087103 on OpenAlexafffundabout
Julia Bonsu, Bridget Steele, Priya Shastri, Alexa R. Yakubovich

Bibliographic record

VenueWomen s Health · 2025
Typearticle
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsNova Scotia Health AuthorityDalhousie University
FundersTemerty Faculty of Medicine, University of TorontoCanadian Institutes of Health ResearchTemerty Family FoundationSt. Michael’s Hospital Foundation
KeywordsPandemicFood insecurityCoronavirus disease 2019 (COVID-19)Medicine2019-20 coronavirus outbreakDomestic violenceEnvironmental healthSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Suicide preventionPoison controlFood securityVirologyGeography

Abstract

fetched live from OpenAlex

BACKGROUND: Violence against women (VAW) poses a serious threat to the psychological and physical health of women. Food insecurity is both a cause and outcome of VAW, with further consequences for women's health. The COVID-19 pandemic exacerbated economic insecurity and, as a result, the cycle of VAW and food insecurity, demonstrating that VAW survivors have multifaceted needs when healing from situations of violence. OBJECTIVES: To explore meanings of food and experiences of food insecurity among VAW survivors accessing supportive services during the COVID-19 pandemic, with the goal of informing holistic and trauma-informed service delivery. DESIGN: This analysis is based on qualitative data collected as part of the mixed-methods community-based Marginalization and COVID-19 (MARCO)-VAW study. METHODS: We applied reflexive thematic analysis to qualitative interview data from 10 survivor participants who accessed VAW services in the Greater Toronto Area, Canada during the COVID-19 pandemic and supplemented it with interview data from 18 staff participants working on those services. RESULTS: We generated three themes relevant to meanings of food and experiences of food insecurity among VAW survivors: (1) power dynamics as barriers to food and achieving independence for survivors of VAW, (2) intersection between food insecurity and motherhood, and (3) reclaiming food independence and power after abusive situations. CONCLUSIONS: Food security and autonomy promoted healing and provided a sense of independence for VAW survivors living in or transitioning out of both violent situations and shelters during the COVID-19 pandemic. To better support VAW survivors, organizations that support survivors need to be appropriately resourced to provide food-related programming, supports, and diverse food options, including during public health emergencies, when economic precarity and social isolation increase. Gender-transformative policy is necessary to prevent gender-based and intersectional inequities in violence and food insecurity.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.207
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
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 head0.085
GPT teacher head0.415
Teacher spread0.329 · 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 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

Citations2
Published2025
Admission routes3
Has abstractyes

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