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Record W7132908971

Legislation of Structural Violence, Inequities, and Social Injustices? An Institutional Ethnography of the social organization of HIV Healthcare and Treatment for African, Caribbean, and Black (ACB) People Living with HIV in Canada

2022· dissertation· W7132908971 on OpenAlexaffabout
Judith Apondi Odhiambo

Bibliographic record

VenueTSpace · 2022
Typedissertation
Language
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsPublic Health Ontario
Fundersnot available
KeywordsHealth careContext (archaeology)EthnographyLegislationHuman immunodeficiency virus (HIV)LegislatureParticipant observationHealth policy
DOInot available

Abstract

fetched live from OpenAlex

Biomedical HIV discourses demonstrate that people living with HIV on antiretroviral treatment (ART) can achieve undetectable viral load or a state of undetectability, which is fundamental for optimizing health outcomes, decreasing mortality and morbidity, and preventing HIV transmission. Despite the biomedical breakthroughs and the global and national commitment to end HIV/AIDS, African, Caribbean, and Black (ACB) people remain structurally disadvantaged, marginalized and experience disproportionate burden of HIV. The way that HIV healthcare and treatment are organized has significant implications for ACB people. This dissertation research draws on institutional ethnography (IE) to explore how ACB people access HIV healthcare and treatment given the social context and their actualities. Through the lens of structural violence, this IE illuminates invisible and taken-for-granted harmful effects of laws, policies and institutional practices organizing and regulating healthcare access and delivery in Ontario, Canada. The research explicates how laws, policies, and institutional practices shape Black people’s day-to-day lives in ways that constrain their ability to access and engage in HIV healthcare, adhere to ART, and reach undetectability. This research uses data obtained through semi-structured interviews with Black people living with HIV (n=20) and fifteen health workers (n=15), including physicians, nurses, pharmacists, frontline workers, and health policy actors, and textual analysis of biomedical HIV/AIDS discourses, and legislative and human right frameworks. The inquiry begins from the experiences of ACB people seeking HIV healthcare and explores the struggles they encounter accessing care within Canada’s healthcare system. This inquiry demonstrates that standardized biomedical HIV discourses, which are presented as “best practices,” ignore and obscure forms of structural violence that perpetuate inequities and violate individual and population right to health. The dissertation unmasks a multi-axial model of violence, inequities, social injustices, and suffering that constrain Black people’s ability to enter the healthcare system, access HIV healthcare, adhere to ART, reach undetectability, and achieve optimal health outcomes and quality life, and therefore undermining public health and global HIV response efforts of ending HIV and contributing to the pathologization of Black people. Actioning Black Health provides a human rights, equity and social justice informed operational framework for facilitating HIV healthcare and treatment interventions.

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)0.004
metaresearch head score (Gemma)0.006
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 score0.095
Threshold uncertainty score0.398

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0240.024
Scholarly communication0.0070.003
Open science0.0020.006
Research integrity0.0010.002
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 head0.023
GPT teacher head0.340
Teacher spread0.317 · 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
Published2022
Admission routes2
Has abstractyes

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