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Record W4313259059 · doi:10.3917/spub.223.0371

Impact de divers types d’hébergement chez les personnes en situation d’itinérance au Québec

2022· article· fr· W4313259059 on OpenAlexaffabout
Marie‐Josée Fleury

Bibliographic record

VenueSanté Publique · 2022
Typearticle
Languagefr
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsMcGill UniversityInstitut Universitaire en Santé Mentale de QuébecDouglas Mental Health University Institute
Fundersnot available
KeywordsPolitical scienceHumanitiesGynecologyMedicineArt

Abstract

fetched live from OpenAlex

OBJECTIVES: This study aimed to identify variables and profiles of individuals experiencing homelessness associated with service use and satisfaction, suicidal behaviors, residential stability, quality of life and adequacy of needs, and to evaluate whether one type of accommodation (shelters, transitional, permanent housing) is more closely associated with better service use and more positive impacts. METHOD: The study is based on the synthesis of 10 articles recently published in international anglophone journals, in which a cohort of individuals experiencing homelessness responded at a 12-month interval (T0=455, T1=270) to a questionnaire. Regression and cluster analyses were produced based on the Gelberg model, classifying associated variables into predisposing, enabling and need factors. A mixed method design adapted from the Maslow model dealing with unmet needs was also used. RESULTS: At T1, 81% of the individuals who were living in permanent housing at T0 still lived there 12 months later; 54% of those who were in transitional housing had gained access to permanent housing, while 64% of shelters users were still using them at T1. Overall, individuals living in permanent housing had less health and social problems, were more followed by a case manager and a physician, and presented better health outcomes including fewer emergency department visits and hospitalizations. CONCLUSION: The study reinforces the promotion of consolidation of permanent supported housing for individuals experiencing homelessness. Transitional housing is nevertheless recommendable for individuals with fewer or less complex health problems, having facilitated access to permanent housing in the study.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.167
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0150.000

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 head0.023
GPT teacher head0.366
Teacher spread0.342 · 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

Citations1
Published2022
Admission routes2
Has abstractyes

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