Evidence map›Paper›PMID 37355706›Full record

ArticleArchives of public health = Archives belges de sante publique2023

Burden of disease attributable to risk factors in European countries: a scoping literature review.

Vanessa Gorasso, Joana Nazaré Morgado, Periklis Charalampous, Sara M Pires, Juanita A Haagsma, João Vasco Santos, Jane Idavain, Che Henry Ngwa, Isabel Noguer, Alicia Padron-Monedero and 7 more

Abstract readScoping Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Towards a burden of disease research agenda.Population health metrics · 2026
    Article
  2. Article
  3. Burden of disease attributable to PMEnvironmental health : a global access science source · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Vanessa GorassoDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium. vanessa.gorasso@sciensano.be.
Joana Nazaré MorgadoEnvironmental Health and Nutrition Laboratory, University of Lisbon, Lisbon, Portugal.
Periklis CharalampousDepartment of Public Health, Erasmus MC, Rotterdam, The Netherlands.
Sara M PiresNational Food Institute, Technical University of Denmark, Lyngby, Denmark.
Juanita A HaagsmaDepartment of Public Health, Erasmus MC, Rotterdam, The Netherlands.
João Vasco SantosMEDCIDS - Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal.
Jane IdavainDepartment of Health Statistics, National Institute for Health Development, Tallinn, Estonia.
Che Henry NgwaSchool of Public Health and Community Medicine, Sahlgrenska Academy, Gothenburg, Sweden.
Isabel NoguerCarlos III Institute of Health, National School of Public Health, Madrid, Spain.
Alicia Padron-MonederoCarlos III Institute of Health, National School of Public Health, Madrid, Spain.
Rodrigo SarmientoCarlos III Institute of Health, National School of Public Health, Madrid, Spain.
Vera PinheiroCINTESIS, Centre for Health Technology and Services Research, Porto, Portugal.
Elena Von der LippeDepartment of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany.
Lea Sletting JakobsenDivision for Diet, Disease Prevention and Toxicology, Technical University of Denmark, Lyngby, Denmark.
Brecht DevleesschauwerDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.
Dietrich PlassDepartment for Exposure Assessment and Environmental Health Indicators, German Environment Agency, Berlin, Germany.
COST Action CA18218 participants

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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/ ).

Indexed as

Burden of diseaseComparative risk assessmentRisk factors

Identifiers

PMID37355706
PMCPMC10290804

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.