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Record W7038033868

A Gendered Analysis of Implemention and Impacts of Prescribed Safer Supply in BC: A Qualitative Exploration during Dural Public Health Emergencies

2023· dissertation· en· W7038033868 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2023
Typedissertation
Languageen
FieldHealth Professions
TopicHealth Policy Implementation Science
Canadian institutionsnot available
Fundersnot available
KeywordsSAFERPublic healthHarmHarm reductionQualitative researchEquity (law)Occupational safety and healthHealth policy
DOInot available

Abstract

fetched live from OpenAlex

Women and gender diverse persons often remain underserved by harm reduction programs and initiatives (e.g., needle distribution, supervised consumption services, prescribed safer supply programs). A lack of attention to gender and other intersecting factors in the design of harm reduction programs means that the needs of women and gender diverse persons may be overlooked or unmet. This research provides a gendered analysis of the design, implementation, and impacts of prescribed safer supply during the dual public health emergencies (overdose emergency and the COVID-19 pandemic) in British Columbia (BC), Canada. A qualitative methodology informed by critical, feminist, and implementation theory guided this dissertation. The research questions were: (1) Do the existing clinical guidance and policy direction on prescribed safer supply address the unique needs of women and gender diverse persons in BC? (2) Using prescribed safer supply as a case study, how could health equity be integrated into the Consolidated Framework for Implementation Research (CFIR)? (3) What were women’s and gender diverse person’s experiences accessing or attempting to access prescribed safer supply in BC during the dual public health emergencies (overdose emergency and COVID-19 pandemic)? The dissertation is organized into three papers, one for each research question. In paper one, I examine how BC’s prescribed safer supply initiatives (as represented in the Risk Mitigation Guidance [RMG] and prescribed safer supply policy direction) respond to the unique intersecting needs of women and gender diverse persons who use drugs. This study drew on intersectionality-based policy analysis (IBPA) developed by Hankivsky et al. (2012). Findings revealed that the documents were primarily gender silent. When gender was mentioned, it was in the context of reproduction. None of the documents mentioned specific considerations for women or gender diverse persons seeking or receiving prescribed safer supply. In paper two, based on my experience using the CFIR to organize a study evaluating prescribed safer supply in BC, I conducted a critical analysis of the framework with specific attention to equity and gender. Findings from the critical analysis were used to generate recommendations on how to further integrate health equity and gender considerations into the CFIR and implementation science (IS), more generally. Based on my experience, I see community-based participatory research as a potential approach that can help to operationalize equity considerations in the CFIR In paper three interpretive description (ID) was used to analyze 21 in-depth interviews with women and gender diverse persons who accessed prescription opioids or stimulants under the RMG during the dual crisis of drug overdose during the COVID-19 pandemic. Interviews were conducted as part of a larger evaluation of the RMG in BC in 2020-21. Findings highlight that women and gender diverse persons experienced a lack of gender-responsive supports when accessing or attempting to access prescribed safer supply. Together, this research offers novel evidence that can be used to improve women’s and gender diverse persons’ access to harm reduction services, specifically prescribed safer supply programs. The findings from this research extend our understanding of current overdose responses and inform ongoing public health and harm reduction efforts in BC, Canada, and beyond. Findings from this research highlight that current policy documents and emerging models of prescribed safer supply are predominately gender silent and do not address the unique and specific barriers faced by women and gender diverse persons who use drugs. Further research is needed to specifically examine how gender intersects with race, class, and sexuality to influence people’s access to safe supply. Implications for nursing policy, practice, research, and education include specialized training and education around harm reduction for nurses and student nurses, expanding registered nurse prescribing to include medications for safer supply, and future research examining nurse’s role (including nurse practitioners) in safer supply responses.

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)0.009
metaresearch head score (Gemma)0.011
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 score0.410
Threshold uncertainty score0.825

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.011
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0220.015
Scholarly communication0.0060.003
Open science0.0020.005
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.420
GPT teacher head0.566
Teacher spread0.146 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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