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Record W2223138252

Mothers Experiencing Homelessness: Social Exclusion, Resistance, and Health

2015· article· en· W2223138252 on OpenAlexfundaboutno aff
Sarah Benbow

Bibliographic record

VenueScholarship@Western (Western University) · 2015
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
FundersCanadian Federation of University Women
KeywordsSocial exclusionResistance (ecology)CriminologySociologyEconomic growthEconomics
DOInot available

Abstract

fetched live from OpenAlex

Background and Purpose: Mothers experiencing homelessness in Canada are faced with unique challenges in achieving health. The purpose of this two-phase study was to critically examine the socio-political context, health needs, exclusionary and inclusionary forces, and strategies of resistance demonstrated by mothers experiencing homelessness.\nMethodology: This study falls under the critical paradigm informed by the theoretical perspective of intersectionality. Methodologies employed included critical narrative and critical discourse analysis. Data were collected at various homeless shelters and programs that provide services for women and mothers who are homeless in Southern Ontario. A purposive sample of women experiencing homelessness, and service providers participated in the study. Participants chose between individual and group interviews, based on their preference and comfort. In phase two, a critical discourse analysis of Ontario’s Poverty Reduction Strategy was conducted. Phase two provided further context to research participants’ narratives and insight in the current political will to address their needs.\nFindings: Mothers (n=26) ranged from 18-58 years of age with an average age of 27.4 years. On average women had 1.6 children; the majority of children were under 5 years of age. Nineteen women self-identified as having or have had a mental illness. All service provider participants (n=15) were working with women who experienced homelessness. Based on study purpose and philosophical underpinnings, four overarching themes were identified: (a) exclusion from safety; (b) stigma: public surveillance and discrimination; (c) contradictory sources and systems of support; and (d) internal impacts of exclusion. Within phase two of the study, findings revealed that the needs of homeless mothers were not adequately represented or addressed in the policy, nor were their experiences of social exclusion. Instead gender invisibility, neoliberal, and individualistic approaches to poverty reduction were dominant with minimal identification of timelines, concrete plans, and evaluation strategies.\nConclusions: The findings united individual realities with the macro structure of policy shaping the experiences of health, social exclusion, and homelessness for mothers. Implications for nursing practice, education, research, and policy with regards to the socio-political context of health, social exclusion, and resistance of mothers experiencing homelessness are identified.\nKeywords: homelessness, mothers, health promotion, nursing, critical narrative, critical discourse analysis, social exclusion, intersectionality

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)0.005
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 score0.220
Threshold uncertainty score0.438

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.007
Scholarly communication0.0030.001
Open science0.0010.004
Research integrity0.0010.001
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 head0.227
GPT teacher head0.436
Teacher spread0.209 · 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
Published2015
Admission routes2
Has abstractyes

Explore more

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