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Record W7071302088

From the Standpoint of Policymakers: An Institutional Ethnography Inquiry into the Policymaking Process to Address Health Equity and Social Determinants of Health in Canada

2022· other· en· W7071302088 on OpenAlexaboutno aff

Bibliographic record

VenueYork University Digital Library (York University) · 2022
Typeother
Languageen
FieldSocial Sciences
TopicHealth disparities and outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsHealth equityEquity (law)Social determinants of healthPublic healthHealth policyPublic policyInequalitySocial policy
DOInot available

Abstract

fetched live from OpenAlex

The health of a societys population is determined by the way that society distributes its social and economic resources. This is because a high level of inequality and a wide gap in the socio-economic gradient corresponds with peoples experience of poor health. Despite available evidence of increasing socio-economic and health inequities in Canada, health equity (HE) considerations are not filtering through public policies, which may explain the skewing in the distribution of social determinants of health (SDH). Various governmental and non-state actors recognize these increasing social inequalities and have considered pursuing equity in public policies. Evidence shows that Canadian governments do not generally deliver on their pledges to implement HE-promoting policies. Inquiries about the incongruity between the stated institutional goal of pursuing HE in public policies and the persistent lack of it have pervaded public policy discourses. \nThis study attempts to fill the knowledge gap in the public policy arena between the pluralist and institutionalist explanations of inequities to improve our understanding of how and why HE/SDH concepts are not filtering through into health policies. My original contribution to knowledge is an account of how policymakers work processes are drawn into and coordinated by a set of institutional relations of ruling. These institutional relations organize sequences of inter-related policymaking activities that link these activities to the work of others in producing or not producing policies with health equity outcomes. Using Institutional Ethnography as a method of inquiry, the study aims to highlight intrinsic institutional conceptual practices and explicate how work constituting policymaking is performed, influenced, and perceived in multiple institutional sites. Using mapping as an IE device, I map out institutional texts to illuminate the relations of ruling and social organization of policymaking as work. This study concludes that epistemologies rooted in hegemonic biomedical and neoliberal conceptual practices within the selected institutions dominate the ruling relations and the social organization of policymaking as work in these sites; and that, the gap between HE concepts and the governments obligation to equity-driven health policy for actions on SDH demonstrates a lack of commitment to act in an increasingly market-oriented and politicized policymaking environment.

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)0.018
metaresearch head score (Gemma)0.022
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 score0.853
Threshold uncertainty score0.990

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.022
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.005
Science and technology studies0.0440.030
Scholarly communication0.0140.005
Open science0.0040.009
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0030.000

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 head0.064
GPT teacher head0.321
Teacher spread0.258 · 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 routes1
Has abstractyes

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