ArticleGMS infectious diseases2024
The interpretation of COVID-19 in cause-of-death statistics: a matter of causality.
Article in GMS infectious diseases, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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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.
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Who cites it
4 citing papers in PubMed.
- Portal hypertension mortality in the United States (1999-2023): Insights from the CDC WONDER database.Medicine · 2026Article
- Article
- Multiple cause of death during the COVID-19 pandemic: a population study In Colombia and Brazil.International journal of public health · 2026Article
- COVID-19 as cause of death: a bridge coding study.GMS infectious diseases · 2025Article
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Authors and funding
1 author.
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No grant is acknowledged in the PubMed record.
Abstract
Background: Mortality is an important indicator for estimating the impact of the COVID-19 pandemic. However, different registrations provide different figures and the question is how to interpret the number of COVID-19 deaths reported. Objective: To study the role of COVID-19 in dying in order to explain the representation of COVID-19 in cause-of-death statistics. Methods: Analysis of all death certificates mentioning COVID-19 in the Dutch cause-of-death registry during the pandemic (n=51,181). The role of COVID-19 as cause of death was studied by the way it was reported on death certificates. A calculation of odds ratios was performed for studying associations between COVID-19 and other reported causes of death. Results: In 24% of the cases COVID-19 was the only cause of death mentioned on a death certificate. In 76% of the cases, one or more other diseases played a role in dying. Three patterns emerged: COVID-19 associated with 1. neurodegenerative disorders, 2. chronic respiratory disorders, and 3. metabolic disorders. Of all death certificates mentioning the diseases, COVID-19 was the start of the causal chain leading to death in 45.2% of the cases, while COVID-19 was selected for cause-of-death statistics by special World Health Organization WHO instructions in 93.9% of the cases. Conclusions: Cause-of-death statistics overestimate the role of COVID-19 as underlying cause of death. In a majority of the deceased cases, there is an association of COVID-19 with other diseases not captured by cause-of-death statistics reporting (only) one cause of death per deceased. A multi-causal approach is needed to evaluate the pandemic and inform health policy.
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