MétaCan
Menu
Back to cohort
Record W2319973602 · doi:10.1080/17290376.2016.1164617

‘Public enemy no. 1’: Tobacco industry funding for the AIDS response

2016· review· en· W2319973602 on OpenAlexaff
Julia Smith, Sheryl Thompson, Kelley Lee

Bibliographic record

VenueSAHARA-J Journal of Social Aspects of HIV/AIDS · 2016
Typereview
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsSimon Fraser University
FundersGlobal Fund to Fight AIDS, Tuberculosis and MalariaNational Cancer InstituteGay and Lesbian Medical AssociationamfAR, The Foundation for AIDS ResearchFord Foundation
KeywordsTobacco industryAdversaryPolitical scienceBusinessComputer scienceLawComputer security

Abstract

fetched live from OpenAlex

This article analyzes the history of tobacco industry funding for the AIDS response - a largely ignored aspect of private donor involvement. Primary documents from the Legacy Tobacco Documents Library and AIDS organizations are analyzed, alongside existing literature on the tobacco control and AIDS responses. Research on the tactics of transnational tobacco companies has documented how they have used various charitable causes to subvert tobacco control efforts and influence public health policy. This raises questions, which this paper seeks to answer, about if donations by tobacco companies to AIDS organizations have been used for similar means, and if so how AIDS organizations have responded to tobacco industry overtures. Two examples illustrate how tobacco companies initially tried to use the AIDS response to counter tobacco control measures: (1) During the 1990s, Philip Morris, one of the largest corporate donors of the AIDS response in the USA, used its connections with AIDS organizations to create competition for health resources, improve its reputation, and market tobacco products to the LGBT community; (2) In both Latin America and sub-Saharan Africa, Philip Morris and British American Tobacco championed the AIDS response in order to delegitimize efforts to develop the World Health Organization's Framework Convention on Tobacco Control. However, from the late 1990s onwards, AIDS organizations began to refuse tobacco funding and partnerships - though these policies have been not comprehensive, as many tobacco companies still fund programs in sub-Saharan Africa. The article concludes that tobacco companies aimed to exploit competition between health issues, and use the high-profile AIDS response to improve their reputation and market access. However, AIDS organizations, adhering to broader health goals and drawing on extensive resources and networks, were able to shut the tobacco industry out of much of the response, though pockets of influence still exist. This demonstrates the importance of co-operation and policy convergence across health sectors and suggests that tobacco control advocates, and other charitable sectors that receive funding from the tobacco industry, may be able to draw lessons from the experiences of AIDS organizations.

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 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)0.009
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.555
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.002
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 head0.103
GPT teacher head0.364
Teacher spread0.261 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreReview

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

Citations13
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueSAHARA-J Journal of Social Aspects of HIV/AIDSSame topicGlobal Public Health Policies and EpidemiologyFrench-language works237,207