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Record W3171305273 · doi:10.1017/s1463423621000323

Effective and meaningful participation or limited participation? A study of South African health committee legislation

2021· article· en· W3171305273 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePrimary Health Care Research & Development · 2021
Typearticle
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsnot available
FundersSouth Africa Netherlands research Programme on Alternatives in DevelopmentNational Research FoundationEuropean CommissionInternational Development Research CentreWellcome Trust
KeywordsLegislationDeclarationCitizen journalismHealth carePolitical sciencePublic administrationHuman rightsCommunity participationPublic relationsEconomic growthSociologyLawSocioeconomicsEconomics

Abstract

fetched live from OpenAlex

BACKGROUND: Health committees are participatory structures providing community input in health systems. Community participation is a critical tenant in the Alma-Ata Declaration and the Right to Health. In South Africa, national and provincial legislation provides for health committees to be established at all primary health care facilities. AIMS: This paper aims to analyze whether the Western Cape Health Facility Boards and Committees Act (2016) is likely to result in effective and meaningful participation consistent with a Primary Health Care (PHC) and human rights approach to participation. The paper also explores whether the provincial Act addresses challenges identified in practice. METHODS: The methods consist of an analysis of the Western Cape Health Facility Boards and Committees Act, which is then compared to the international PHC and human rights approach to participation. Findings from an explorative mixed-methods study with health committees in Cape Town are used to discuss whether the Act addresses shortcomings identified in practised participation. FINDINGS AND ANALYSIS: The paper found that the current legislation is unlikely to lead to effective and meaningful participation. First, the roles prescribed in the Act are narrowly defined. They resemble roles practised and are inconsistent with right-based and PHC frameworks. Second, though the Act provides support, which the empirical research demonstrates is necessary, the support is insufficient, and often contingent. Third, the Act conceptualizes health committees as structures appointed by the Provincial Minister of Health; a formation process likely to lead to structures that do not adequately represent community interests. CONCLUSIONS: The paper argues that the Western Cape legislation is unlikely to lead to effective and meaningful participation. It suggests using international PHC and human rights frameworks and national policy documents to restructure health committee participation in the Act and the National Health Insurance Bill.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.572
Threshold uncertainty score0.914

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.072
GPT teacher head0.423
Teacher spread0.351 · 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