Evidence map›Paper›PMID 41799451›Full record

ArticleFrontiers in public health2026

Socioeconomic inequalities and smoking cessation among Hungarian adults: evidence from the European health interview survey.

Battamir Ulambayar, Amr Sayed Ghanem, Ágnes Tóth, Attila Csaba Nagy

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Battamir UlambayarDepartment of Epidemiology, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary.
Amr Sayed GhanemDepartment of Epidemiology, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary.
Ágnes TóthDepartment of Nursing and Integrative Health Sciences, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary.
Attila Csaba NagyDepartment of Epidemiology, Faculty of Health Sciences, University of Debrecen, Debrecen, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Smoking remains a major public health challenge in Hungary, where prevalence exceeds European and global averages despite comprehensive tobacco control measures. This study examines the socio-demographic and economic factors associated with smoking cessation among Hungarian adults. Methods: A cross-sectional analysis was conducted using data from the 2019 European Health Interview Survey (EHIS). The study included 2,598 participants with a history of smoking, categorized as current smokers (58.4%) or former smokers (41.6%). Chi-square tests and weighted logistic regression models, including interaction terms, were applied to assess associations between smoking cessation and demographic and socioeconomic characteristics such as gender, age, education, income, employment, urbanization, and marital status. Results: Females, younger adults, those in remote areas, and unmarried, divorced, or widowed individuals had lower odds of smoking cessation, while higher education and higher-middle income were associated with higher odds of smoking cessation. Interaction analyses indicated that females, individuals with higher education, and those with greater income levels were associated with higher odds of smoking cessation, particularly among younger and middle-aged adults. Conclusion: These findings highlight the persistence of socioeconomic inequalities in smoking cessation within the Hungarian population and underscore the need for targeted interventions that address gender, educational, and regional disparities.

Indexed as

Smoking CessationAdolescentAdultAgedCross-Sectional StudiesFemaleHealth SurveysHumansHungaryMaleMiddle AgedSmokingSocioeconomic Disparities in HealthSocioeconomic FactorsYoung Adultdemographic factorsEuropean health interview surveyHungarysmoking cessationsocio-economic factors

Identifiers

PMID41799451
PMCPMC12960633

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.