ArticlePLoS medicine2006
Prospective study of one million deaths in India: rationale, design, and validation results.
Article in PLoS medicine, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 152 papers, 5 of them syntheses that pooled it.
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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.
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Who cites it
152 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Trends in prevalence of type 2 diabetes, obesity, and hypertension in urban India since 2000: a systematic review and meta-analysis.Epidemiologic reviews · 2026Pooled it
- Mortality attributable to hot and cold ambient temperatures in India: a nationally representative case-crossover study.PLoS medicine · 2018Pooled it
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- Causes of child deaths in India, 1985-2008: a systematic review of literature.Indian journal of pediatrics · 2010Pooled it
- Liquefied Petroleum Gas or Biomass Cooking and Severe Infant Pneumonia.The New England journal of medicine · 2024Trial
- Automated versus physician assignment of cause of death for verbal autopsies: randomized trial of 9374 deaths in 117 villages in India.BMC medicine · 2019Trial
- Trial
- Performance criteria for verbal autopsy-based systems to estimate national causes of death: development and application to the Indian Million Death Study.BMC medicine · 2014Trial
- The protocols for the 10/66 dementia research group population-based research programme.BMC public health · 2007Trial
- Quality of Medical Certification of Cause of Death in a City of Assam.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine · 2026Article
- Article
- Tuberculosis: An Ongoing Global Threat.Advances in experimental medicine and biology · 2026Review
- Trends and risk factors for suicide mortality in India from 2001-2019: National mortality study.PLOS global public health · 2026Article
- Computer assisted verbal autopsy: comparing large language models to physicians for assigning causes to 6939 deaths in Sierra Leone from 2019-2022.BMC medicine · 2025Article
- Cross-sectional survey of the incidence, mortality and socioeconomic burden of snakebite envenoming in India.Nature communications · 2025Article
- Burden of sudden death in young adults: A one-year observational study at a tertiary care centre in India.The Indian journal of medical research · 2025Observational
- Unified Mobile App for Streamlining Verbal Autopsy and Cause of Death Assignment in India: Design and Development Study.JMIR formative research · 2025Article
- Perceptions of healthcare workers on implementing the 2022 WHO verbal autopsy instrument in rural India through the existing public health system.Journal of family medicine and primary care · 2024Article
- Cohort Profile: Indian Study of Healthy Ageing (ISHA-Barshi).International journal of epidemiology · 2024Article
92 more citing papers are in PubMed but not listed here.
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8 authors.
Funding
Abstract
backgroundOver 75% of the annual estimated 9.5 million deaths in India occur in the home, and the large majority of these do not have a certified cause. India and other developing countries urgently need reliable quantification of the causes of death. They also need better epidemiological evidence about the relevance of physical (such as blood pressure and obesity), behavioral (such as smoking, alcohol, HIV-1 risk taking, and immunization history), and biological (such as blood lipids and gene polymorphisms) measurements to the development of disease in individuals or disease rates in populations. We report here on the rationale, design, and implementation of the world's largest prospective study of the causes and correlates of mortality. METHODS AND
findingsWe will monitor nearly 14 million people in 2.4 million nationally representative Indian households (6.3 million people in 1.1 million households in the 1998-2003 sample frame and 7.6 million people in 1.3 million households in the 2004-2014 sample frame) for vital status and, if dead, the causes of death through a well-validated verbal autopsy (VA) instrument. About 300,000 deaths from 1998-2003 and some 700,000 deaths from 2004-2014 are expected; of these about 850,000 will be coded by two physicians to provide causes of death by gender, age, socioeconomic status, and geographical region. Pilot studies will evaluate the addition of physical and biological measurements, specifically dried blood spots. Preliminary results from over 35,000 deaths suggest that VA can ascertain the leading causes of death, reduce the misclassification of causes, and derive the probable underlying cause of death when it has not been reported. VA yields broad classification of the underlying causes in about 90% of deaths before age 70. In old age, however, the proportion of classifiable deaths is lower. By tracking underlying demographic denominators, the study permits quantification of absolute mortality rates. Household case-control, proportional mortality, and nested case-control methods permit quantification of risk factors.
conclusionsThis study will reliably document not only the underlying cause of child and adult deaths but also key risk factors (behavioral, physical, environmental, and eventually, genetic). It offers a globally replicable model for reliably estimating cause-specific mortality using VA and strengthens India's flagship mortality monitoring system. Despite the misclassification that is still expected, the new cause-of-death data will be substantially better than that available previously.
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