Evidence map›Paper›PMID 40115408›Full record

ReviewWorld journal of methodology2025

Reevaluating health metrics: Unraveling the limitations of disability-adjusted life years as an indicator in disease burden assessment.

Ariel Beresniak, Dominique Bremond-Gignac, Danielle Dupont, Gerard Duru

Abstract readReview
In one paragraph

Review in World journal of methodology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. The epidemiology of RA.Nature reviews. Rheumatology · 2025
    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

4 authors.

Ariel BeresniakData Mining International, Geneva 1216, Switzerland. aberesniak@datamining-international.com.
Dominique Bremond-GignacDepartment of Ophtalmology, Necker-Enfants Malades University Hospital, AP-HP, Paris-Cité University, INSERM, UMRS1138, Team 17, From Physiopathology of Ocular Diseases to Clinical Development, Sorbonne Paris Cité University, Centre de Recherche des Cordeliers, Paris 75015, France.
Danielle DupontData Mining America, Montreal H2Y, Canada.
Gerard DuruData Mining International, Geneva 1216, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In 1993, the World Bank released a global report on the efficacy of health promotion, introducing the disability-adjusted life years (DALY) as a novel indicator. The DALY, a composite metric incorporating temporal and qualitative data, is grounded in preferences regarding disability status. This review delineates the algorithm used to calculate the value of the proposed DALY synthetic indicator and elucidates key methodological challenges associated with its application. In contrast to the quality-adjusted life years approach, derived from multi-attribute utility theory, the DALY stands as an independent synthetic indicator that adopts the assumptions of the Time Trade Off utility technique to define Disability Weights. Claiming to rely on no mathematical or economic theory, DALY users appear to have exempted themselves from verifying whether this indicator meets the classical properties required of all indicators, notably content validity, reliability, specificity, and sensitivity. The DALY concept emerged primarily to facilitate comparisons of the health impacts of various diseases globally within the framework of the Global Burden of Disease initiative, leading to numerous publications in international literature. Despite widespread adoption, the DALY synthetic indicator has prompted significant methodological concerns since its inception, manifesting in inconsistent and non-reproducible results. Given the substantial diffusion of the DALY indicator and its critical role in health impact assessments, a reassessment is warranted. This reconsideration is imperative for enhancing the robustness and reliability of public health decision-making processes.

Indexed as

Burden of diseaseCost-utility analysesDisability adjusted life yearsOutcome researchPublic health

Identifiers

PMID40115408
PMCPMC11525889

What OpenQuestion holds

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LicenceCC BY-NC
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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.