ArticleWellcome open research2019
Metric partnerships: global burden of disease estimates within the World Bank, the World Health Organisation and the Institute for Health Metrics and Evaluation.
Article in Wellcome open research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
47 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Instability of Global Burden of Disease Estimates of Deaths and Disability-Adjusted Life-Years From Major Risk Factors: A Meta-Epidemiological Analysis.JAMA health forum · 2026Pooled it
- Alcohol use disorder and co-occurring mental illness among older adults in low-and middle-income countries: a narrative systematic review.Addiction science & clinical practice · 2025Pooled it
- Association of depression with glycaemic control in people living with diabetes in low- and middle-income countries: a systematic review and meta-analysis.BMJ global health · 2025Pooled it
- Global, regional, and national burdens of pancreatic cancer attributable to smoking from 1990 to 2021 and the projections to 2035:a systematic analysis from the global burden of disease study 2021.Frontiers in oncology · 2025Pooled it
- The prevalence of attention-deficit hyperactivity disorder and its associated factors among children in Ethiopia, 2024: a systematic review and meta-analysis.Frontiers in child and adolescent psychiatry · 2024Pooled it
- On the Unfairness of the 'Fair-share Principle' for Health Research.Public health ethics · 2026Article
- Escaping the metric-driven governance trap in global health: how DALYs and coverage indicators mislead policymakers in LMICs.International journal for equity in health · 2026Article
- The Prevalence of Substance Use Among Students and Associated Factors: A Systematic Review With Narrative Synthesis.Health science reports · 2026Review
- Article
- (Re)considering Discourses of Risk and Responsibility Through the Lens of Healthism: Interpreting the International Response to a Global Health Strategy for Noncommunicable Diseases.Sociology of health & illness · 2026Article
- Clinical Applications of Artificial Intelligence in Periodontology: A Scoping Review.Medicina (Kaunas, Lithuania) · 2025Article
- Global, regional, and national burden of pancreatitis in children and adolescents.United European gastroenterology journal · 2025Article
- Article
- Trends in the burden of urolithiasis in China: an analysis from the global burden of disease study 2021.Frontiers in surgery · 2025Article
- Factors affecting microbial safety behavior of beef handlers working in major beef retailers in Mizan-Aman, Southwest Ethiopia.PloS one · 2025Article
- Global burden of pancreatitis among individuals aged 15-39 years: a systematic analysis from the 2021 GBD study.Frontiers in medicine · 2025Article
- Novel genetic insight for psoriasis: integrative genome-wide analyses in 863 080 individuals and proteome-wide Mendelian randomization.Briefings in bioinformatics · 2024Article
- Global Burden Disease Estimates for Major Depressive Disorders (MDD): A review of diagnostic instruments used in studies of prevalence.Community mental health journal · 2024Article
- Genomic structural equation modeling reveals latent phenotypes in the human cortex with distinct genetic architecture.Translational psychiatry · 2024Article
- The impact of blood pressure lowering agents on the risk of worsening frailty among patients with diabetes mellitus: a cohort study.npj aging · 2024Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
The global burden of disease study-which has been affiliated with the World Bank and the World Health Organisation (WHO) and is now housed in the Institute for Health Metrics and Evaluation (IHME)-has become a very important tool to global health governance since it was first published in the 1993 World Development Report. In this article, based on literature review of primary and secondary sources as well as field notes from public events, we present first a summary of the origins and evolution of the GBD over the past 25 years. We then analyse two illustrative examples of estimates and the ways in which they gloss over the assumptions and knowledge gaps in their production, highlighting the importance of historical context by country and by disease in the quality of health data. Finally, we delve into the question of the end users of these estimates and the tensions that lie at the heart of producing estimates of local, national, and global burdens of disease. These tensions bring to light the different institutional ethics and motivations of IHME, WHO, and the World Bank, and they draw our attention to the importance of estimate methodologies in representing problems and their solutions in global health. With the rise in the investment in and the power of global health estimates, the question of representing global health problems becomes ever more entangled in decisions made about how to adjust reported numbers and to evolving statistical science. Ultimately, more work needs to be done to create evidence that is relevant and meaningful on country and district levels, which means shifting resources and support for quantitative-and qualitative-data production, analysis, and synthesis to countries that are the targeted beneficiaries of such global health estimates.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.