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Record W4399803544 · doi:10.5206/ijoh.2023.3.16751

Gender Matters: Exploring the Mental Health of Youth Experiencing Homelessness in Canada

2024· article· en· W4399803544 on OpenAlexaffvenueabout
Stephanie Wadge, Michael Lethby, Karl Stobbe, Pauli Gardner, Valerie Michaelson

Bibliographic record

VenueInternational Journal on Homelessness · 2024
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsMcMaster UniversityBrock University
Fundersnot available
KeywordsMental healthPsychologyPsychiatry

Abstract

fetched live from OpenAlex

The gender gap in adolescent mental health experiences is notable, with gender adding an additional layer to the already complex experience of being a young person who is experiencing homelessness. Yet, research in this area is limited. The purpose of this qualitative, interpretive description study was to understand how gender shapes the mental health of youth who are experiencing homelessness in the Niagara Region of Ontario, Canada. Eleven young people between the ages of 16 and 24 were recruited from a youth shelter and participated in individual semi-structured interviews. Thematic analysis and Gender-Based Analysis Plus was used to analyze the data, and findings revealed four contextual factors that appear to influence a young person’s mental health while homeless but that is experienced differently depending on one’s gender identity. These factors are: (1) housing acquisition is challenging, (2) physical presentation is meaningful, (3) cleanliness and hygiene are expected, and (4) utilizing mental health resources is complicated. Additionally, the many strengths that the youth identified and demonstrated in navigating their circumstances are highlighted in the results. These strengths involve (1) exhibiting resilience, (2) expressing the ability to survive, (3) imagining a world that is better, (4) articulating their needs, and (5) drawing on their social connections. The gendered lens that guides this study provides a challenge to the homogenous way that young people experiencing homelessness are often portrayed within the literature. Intersecting identities that include gender and age need to be considered within the mental health-related experiences of youth who live with homelessness. Ensuring that interventions are tailored to meet young people’s specific gendered needs is both a matter of human rights and health equity. Practical implications for service providers are discussed.

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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.342
Threshold uncertainty score0.809

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.093
GPT teacher head0.391
Teacher spread0.298 · 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

Citations1
Published2024
Admission routes3
Has abstractyes

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