Evidence map›Paper›PMID 41541039›Full record

ArticleThe Lancet regional health. Europe2026

The role of welfare regimes on socioeconomic inequalities in edentulism: a cross-national analysis of 40 countries.

Roger Keller Celeste, Carol Guarnizo-Herreño, Johan Fritzell, Francine S Costa, Olalekan Ayo-Yusuf, Aluisio J Barros, Huihua Li, Ninuk Hariyani, Donna M Hackley, Silvana Blanco and 4 more

Abstract read
In one paragraph

Article in The Lancet regional health. Europe, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

14 authors.

Roger Keller CelesteDepartment of Preventive and Social Dentistry, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.
Carol Guarnizo-HerreñoDepartamento de Salud Colectiva, Facultad de Odontología, Universidad Nacional de Colombia, Bogotá, Colombia.
Johan FritzellAging Research Center, Karolinska Institutet, Solna, Sweden.
Francine S CostaInternational Center for Equity in Health, Federal University of Pelotas, Pelotas, Brazil.
Olalekan Ayo-YusufSchool of Health Systems and Public Health, University of Pretoria, Pretoria, South Africa.
Aluisio J BarrosInternational Center for Equity in Health, Federal University of Pelotas, Pelotas, Brazil.
Huihua LiOral Health Academic Clinical Programme, Health Services and Systems Research Programme, Duke-NUS Medical School, Singapore.
Ninuk HariyaniDepartment of Dental Public Health, Faculty of Dental Medicine, Universitas Airlangga, Surabaya, Indonesia.
Donna M HackleyHarvard School of Dental Medicine, Boston, MA, USA.
Silvana BlancoDepartamento de Salud Colectiva, Facultad de Odontología, Universidad de la Republica, Montevideo, Uruguay.
Jorge A GamonalDepartamento de Odontología Conservadora. Facultad de Odontología, Universidad de Chile, Santiago, Chile.
Gerardo MaupomeDepartment of Epidemiology, Richard M. Fairbanks School of Public Health, Indiana University - Indianapolis, Indiana, USA.
Richard G WattDepartment of Epidemiology and Public Health, University College London, London, United Kingdom.
Marco Aurelio PeresOral Health Academic Clinical Programme, Health Services and Systems Research Programme, Duke-NUS Medical School, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: We aim to evaluate the association between welfare regimes and edentulism (total tooth loss) and to investigate whether welfare regimes modify the magnitude of socioeconomic inequalities in edentulism. Methods: The Lancet Commission on Oral Health gathered and analysed nationally representative available data from 40 high, middle- and low-income countries, collected between 2007 and 2018. The study included 117,397 individuals 20 years or older. The outcome was edentulism, defined as the absence of all natural teeth. We categorised countries into seven welfare regimes, which served as both the primary exposure and an effect modifier. Individual-level variables included sex, age and a composite measure of socioeconomic position: "wealth" measured in quintiles. Inverse probability of treatment weight and multilevel logistic regression were employed to estimate the odds of being edentulous, and cross-level interaction terms between wealth and country factors. Findings: Individuals at the lowest wealth quintile had the highest prevalence of edentulism in all regimes. The highest age-sex standardised prevalence was found in Eastern European countries (8.4%, 95% Confidence Interval: 7.6-9.3), followed by Corporative (8.1%, 95% CI: 7.0-9.3), while the lowest was among the Insecurity regime (0.8%, 95% CI: 0.4-1.5), followed by the Scandinavian regime (4.7%, 95% CI: 3.5-6.1). Liberal countries presented the highest magnitude of absolute and relative inequalities, where the lowest quintile had OR = 20.6 (95% CI: 15.3-27.8) times higher likelihood of being edentulous and 17.3 percentage points (pp) higher prevalence. Low-income countries in the Insecurity regime presented the lowest level of inequality. Among high- and upper-middle income countries, the Scandinavian regime had the lowest absolute inequalities (5.5 pp difference between highest and lowest quintiles). The Informal Security regime had the lowest relative differences between the highest and lowest quintiles (OR = 2.20, 95% CI: 1.06-4.59). Interpretation: Our findings indicate that some welfare regime policies may enhance oral health while decreasing socioeconomic inequalities. Higher prevalence and inequalities among industrialised countries may reflect higher levels of oral health hazards. Funding: This was partially supported by a National Institute for Health and Care Research (UK) grant number 132731.

Indexed as

Dental careMultilevel analysisOral healthPublic policySocioeconomic inequalities

Identifiers

PMID41541039
PMCPMC12803848

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.