ArticleArchives of public health = Archives belges de sante publique2023
Burden of disease attributable to risk factors in European countries: a scoping literature review.
Article in Archives of public health = Archives belges de sante publique, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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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.
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.
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Who cites it
7 citing papers in PubMed.
- Towards a burden of disease research agenda.Population health metrics · 2026Article
- Investigations of a multi-objective diet optimization model including human health, environment, and observed dietary intake.Food & nutrition research · 2026Article
- Burden of disease attributable to PMEnvironmental health : a global access science source · 2025Article
- The Malaysian Burden of Disease Study: Protocol for Mortality, Morbidity, and Risk Factor Evaluation.JMIR research protocols · 2025Article
- Seasonality in mortality and its impact on life expectancy levels and trends across Europe.Journal of epidemiology and community health · 2025Article
- Global, regional, and national burden of vitamin A deficiency (1990-2021) and projections to 2042: associations with sociodemographic development.Frontiers in nutrition · 2025Article
- Standardised reporting of burden of disease studies: the STROBOD statement.Population health metrics · 2024Article
Corrections and comments
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Authors and funding
17 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesWithin the framework of the burden of disease (BoD) approach, disease and injury burden estimates attributable to risk factors are a useful guide for policy formulation and priority setting in disease prevention. Considering the important differences in methods, and their impact on burden estimates, we conducted a scoping literature review to: (1) map the BoD assessments including risk factors performed across Europe; and (2) identify the methodological choices in comparative risk assessment (CRA) and risk assessment methods.
methodsWe searched multiple literature databases, including grey literature websites and targeted public health agencies websites.
resultsA total of 113 studies were included in the synthesis and further divided into independent BoD assessments (54 studies) and studies linked to the Global Burden of Disease (59 papers). Our results showed that the methods used to perform CRA varied substantially across independent European BoD studies. While there were some methodological choices that were more common than others, we did not observe patterns in terms of country, year or risk factor. Each methodological choice can affect the comparability of estimates between and within countries and/or risk factors, since they might significantly influence the quantification of the attributable burden. From our analysis we observed that the use of CRA was less common for some types of risk factors and outcomes. These included environmental and occupational risk factors, which are more likely to use bottom-up approaches for health outcomes where disease envelopes may not be available.
conclusionsOur review also highlighted misreporting, the lack of uncertainty analysis and the under-investigation of causal relationships in BoD studies. Development and use of guidelines for performing and reporting BoD studies will help understand differences, avoid misinterpretations thus improving comparability among estimates. REGISTRATION: The study protocol has been registered on PROSPERO, CRD42020177477 (available at: https://www.crd.york.ac.uk/PROSPERO/ ).
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