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Record W4396917687 · doi:10.60082/2563-4631.1104

Taking ‘Third World’ Lives Seriously: Decolonising Global Health Governance to Promote Health Capabilities in the Global South

2024· article· en· W4396917687 on OpenAlex
Uchechukwu Ngwaba

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Transnational Human Rights Review · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsGlobal healthCorporate governanceGlobal governancePolitical scienceBusinessHealth care

Abstract

fetched live from OpenAlex

Behind glib claims of universalism in global health, evidenced by the push for universal health coverage in the Sustainable Development Goals 2030 (SDGs), lies an uncomfortable truth about the unequal, uneven and broken system of the existing framework for global health governance. A situation made more evident by the behaviour of powerful states of the Global North at the height of the Covid-19 pandemic through the hoarding of vaccines, refusal to accommodate waivers to the Trade-Related Aspects of Intellectual Property Rights (TRIPS) regime to allow cheaper versions of the Covid-19 vaccines to be manufactured for the Global South and the preference for securitisation over solidarity in the response to the pandemic. The rhetoric of “vaccine apartheid” was deployed by WHO Director General to describe this lack of solidarity by Global North States (particularly in the context of vaccines procurement). However, this paper argues contrarily that the colonial foundations of the current framework for global health governance, which does not take Third World lives as seriously as those of citizens of the West, has functioned exactly as designed. This has led to the “othering” of Third World peoples, generating pathologies of suffering and vulnerabilities in their encounter with global health governance frameworks. Informed by critical Third World Approaches to International Law (TWAIL) this paper makes the case for decolonising existing frameworks for global health governance to promote health capabilities in the Global South.

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)0.004
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.845
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
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 science0.0010.000
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 head0.044
GPT teacher head0.371
Teacher spread0.328 · 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