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Homes of substance: Drugs and the making of home/lessness for 2S/LGBTQ+ youth

2024· article· en· W4402578482 on OpenAlexafffund
Trevor Goodyear, Emily Jenkins, Danya Fast, John L. Oliffe, Hannah Kia, Iliyah Katriana, Rod Knight

Bibliographic record

VenueSocial Science & Medicine · 2024
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversité de MontréalUniversity of VictoriaUniversity of British ColumbiaOntario Centre of Excellence for Child and Youth Mental HealthBritish Columbia Centre on Substance Use
FundersCanadian Institutes of Health ResearchKillam TrustsUniversity of British ColumbiaNational Institute on Drug AbuseCanada Research ChairsMichael Smith Health Research BCFonds de Recherche du Québec - SantéCanadian Nurses Foundation
KeywordsSubstance useInjection drug useSociologyCriminologyGender studiesPsychologyPsychiatryDrug

Abstract

fetched live from OpenAlex

Two-Spirit, lesbian, gay, bisexual, transgender, queer, and other sexual minority (2S/LGBTQ+) youth between the ages of 14 and 29 experience inequities in homelessness and substance use. Research in this area has explored substance use as a determinant of homelessness and/or as a coping mechanism, yet far less attention has been directed to the potentially generative role of drugs in this marginalizing context. This community-based photovoice study leverages data from 61 semi-structured interviews with 32 2S/LGBTQ+ youth experiencing homelessness and unstable housing to examine how drugs shape their practices and contexts of homemaking. Analysis followed a reflexive thematic approach and was informed theoretically by perspectives on home- and place-making, a momentum-stagnation analytical frame, and a narcofeminist ethics of care. This framing centred attention on the possibilities of what drugs can do for 2S/LGBTQ+ youth in terms of shaping selves, homes, and worlds while homeless. We inductively derived three themes: (i) chasing comforts , (ii) striking down stagnation , and (iii) producing precarity . 2S/LGBTQ+ youth consumed substances in chasing comforts including warmth, relief, and a sense of clarity and being more at ease within the context of homelessness and social and material inequity. Their substance use was also a means for striking down stagnation and engendering momentum as they worked to carve out better homes and futures for themselves. Youth frequently drew attention to the temporality and limits of these benefits, however, cautioning that drugs could also turn to producing new forms of precarity that limited what they expected and experienced as possible with respect to their homemaking projects. Findings highlight the generative potential of drugs in the making of home/lessness and provide critical direction for policy and service delivery, including for supports to further consider and attend to the social contexts, meanings, and effects of 2S/LGBTQ+ youths’ substance use in connection with homelessness. • Drugs have generative potential for 2S/LGBTQ+ youth experiencing homelessness. • 2S/LGBTQ+ youth consume substances in chasing comforts in the context of inequity. • Drugs can also be a means for striking down stagnation and engendering momentum. • These benefits have limits, however, and drugs can produce new forms of precarity. • Drugs shape what 2S/LGBTQ+ youth expect and experience as possible in homemaking.

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)0.002
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 score0.017
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.006
Scholarly communication0.0030.002
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 head0.046
GPT teacher head0.422
Teacher spread0.376 · 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

Citations5
Published2024
Admission routes2
Has abstractyes

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