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

**Authors:** Battamir Ulambayar, Amr Sayed Ghanem, Ágnes Tóth, Attila Csaba Nagy

PMC · DOI: 10.3389/fpubh.2026.1739272 · Frontiers in Public Health · 2026-02-03

## TL;DR

This study finds that socioeconomic factors like education and income influence smoking cessation in Hungary, with inequalities persisting.

## Contribution

The study identifies specific demographic and socioeconomic factors linked to smoking cessation in Hungary using EHIS data.

## Key findings

- Higher education and income are associated with higher odds of smoking cessation.
- Females, younger adults, and those in remote areas have lower odds of quitting smoking.
- Interaction effects show that education and income have stronger impacts on cessation among younger and middle-aged adults.

## Abstract

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.

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.

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.

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.

## Full-text entities

- **Diseases:** heart attacks (MESH:D009203), cardiovascular disease (MESH:D002318), weight concerns (MESH:D015431), deaths (MESH:D003643), chronic diseases (MESH:D002908), depression (MESH:D003866), diabetes (MESH:D003920), cancer (MESH:D009369), disease (MESH:D004194), nicotine (MESH:D014029), respiratory disease (MESH:D012140), Smoking (MESH:D015208), negative mood (MESH:D019964)
- **Chemicals:** nicotine (MESH:D009538)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nicotiana tabacum (American tobacco, species) [taxon 4097]

## Full text

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## References

38 references — full list in the complete paper: https://tomesphere.com/paper/PMC12960633/full.md

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Source: https://tomesphere.com/paper/PMC12960633