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Record W2091714153 · doi:10.2105/ajph.2005.064733

THE WORLD BANK: GLOBAL HEALTH OR GLOBAL HARM?

2005· letter· en· W2091714153 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.

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

Bibliographic record

VenueAmerican Journal of Public Health · 2005
Typeletter
Languageen
FieldEconomics, Econometrics and Finance
TopicHIV/AIDS Impact and Responses
Canadian institutionsPublic Health Ontario
Fundersnot available
KeywordsHarmGlobal healthEnvironmental healthMedicinePublic healthPolitical sciencePathologyLaw

Abstract

fetched live from OpenAlex

In recent years the World Bank has become “the world’s largest external funder of health.”1(p61) According to Ruger, this situation reflects the Bank’s increased sensitivity to poverty and its growing sophistication—beginning under the leadership of US Secretary of Defense turned World Bank President (1968–1981) Robert McNamara—about development theory and practice. Such an uncritical portrayal befits the World Bank’s own Web site (a major source for Ruger’s article), but Journal readers should expect more. Missing from this officialist version are discussions of the Bank’s undemocratic governance and decisionmaking structures; the untoward human effects of longstanding World Bank pro-privatization policies and practices, most notably structural adjustment programs (which have denuded the social welfare infrastructure of developing countries in areas such as housing, education, health services, subsidies, and family transfers); and the impact on health of the Bank’s newfound focus on the health sector. Ruger repeats the insider’s lament that lending policies were perennially subject to the exigencies of Wall Street bondholders, but she overlooks the far larger question of the nature and distribution of power at the World Bank. With votes directly related to shareholding size, World Bank decision-making is profoundly undemocratic, favoring elite interests within wealthy nations (the United States alone commands 16.4% of votes within the Bank). Any account of the Bank’s evolution ought to consider the impact of this governance structure on the roles and activities that the Bank adopts. According to both internal and external observers, the neoliberal policies advocated by the Bank and its sister institutions beginning in the 1980s have provoked or worsened dire economic conditions—and the attendant health effects, such as increased rates of malaria, HIV/AIDS, and tuberculosis—in much of the developing world.2–5 This “role of the World Bank in global health” remains unaddressed by Ruger. Indeed, the negative impact of structural adjustment programs on health conditions in developing countries helped spur the Bank’s focus on health in the late 1980s.6 With its double-entendre title, the Bank’s influential 1993 report Investing in Health hailed the importance of health to development while advocating the privatization of health services.7 But the Bank’s approach to health sector lending has exacerbated poor health outcomes by reducing access to health services for those unable to pay for care in newly privatized systems, which focus on cost recovery.8,9 Recent targeted programs aimed at the poorest ignore structural deficiencies in social services. In sum, Ruger portrays the Bank’s increasing involvement in the health sector as un-problematic. Critics are dismissed as a handful of cranks rather than as serious academic and policy researchers.10–12 The author’s reliance on official Web sites and published histories rather than internal memos, archives, and interviews, to which a former speech-writer for the World Bank president might have sought access, is disappointing. In failing to convert the price tags of projects into inflation-adjusted dollars—a surprising oversight for a health economist—Ruger underestimates the impact of past World Bank activities. Overall, this one-sided article fails to elucidate the powerful political and economic forces motivating World Bank policies and activities and does not provide the carefully researched historical analysis we have come to expect from “Public Health Then and Now” articles.

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)0.007
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.247
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.068
GPT teacher head0.347
Teacher spread0.279 · 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