Evidence map›Paper›PMID 41501752›Full record

ArticleBMC public health2026

Tobacco dependence and associated factors among smokers aged 15 years and older in Wuxi, China: a cross-sectional study.

Junxia Pan, Xueyu Wu, Fanli Meng, Fanfan Xu, Weijie Zhou

Abstract read
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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Junxia Pan *Department of Health Promotion, The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China. pjx_wxcdc@163.com.
Xueyu WuDepartment of Health Promotion, The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China.
Fanli MengDepartment of Health Promotion, The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China.
Fanfan Xu *Department of Health Promotion, The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China.
Weijie ZhouThe Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China. wxcdczwj@163.com.

Funding

Wuxi Medical Center Project WMCC202318
6 · The paper itself

Abstract

backgroundTobacco dependence remains a critical public health challenge in China. However, population-level data on its prevalence and determinants, particularly at the local level, remain scarce. This study aimed to estimate the prevalence of tobacco dependence and analyze its sociodemographic and behavioral correlates among current smokers in Wuxi City.

methodsA population-based cross-sectional survey was conducted from June to October 2024 among residents aged ≥ 15 years in Wuxi, using a four-stage complex sampling design. Data were collected via face-to-face interviews. Tobacco dependence was assessed using the Fagerström Test for Nicotine Dependence, with a score of ≥ 4 indicating dependence. Complex sampling weighting was applied. Rao-Scott χ² tests and survey-weighted multivariable logistic regression were used to identify factors associated with tobacco dependence.

resultsA total of 6,646 participants were included in the survey. Among adults aged ≥ 15 years, the prevalence of current smoking was 19.62% (male: 37.73%, female: 0.44%). Among individuals who currently smoke (n = 1,309), 30.66% exhibited tobacco dependence (male: 30.78%, female: 19.50%). Dependence prevalence increased significantly with age and was higher among those with lower education level (both P < 0.001). In multivariable analyses, older age and lower education level remained significant factors. Compared with smokers aged 15-34 years, those aged 55-64 (aOR = 2.69, 95% CI: 1.35-5.37) and ≥ 65 years (aOR = 3.43, 95% CI: 1.66-7.09) had significantly higher odds of dependence. Smokers with middle/high school (aOR = 2.16) or primary education level or less (aOR = 2.61) were more likely to be dependent than those with college or higher education level. Compared with those reporting "Good" health, smokers reporting "Average" self- reported health had significantly higher odds of tobacco dependence (aOR = 1.54, 95% CI: 1.11-2.14).

conclusionTobacco dependence among current smokers in Wuxi is significantly associated with older age, lower education level, and self-reported average health status. These findings highlight the need for targeted tobacco control interventions focused on older individuals with lower education level to reduce tobacco dependence and promote public health. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

SmokersTobacco Use DisorderAdolescentAdultAgedChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsSmokingSociodemographic FactorsYoung AdultAssociated factorsFagerström testSmoking prevalenceTobacco dependence

Identifiers

PMID41501752
PMCPMC12882394

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LicenceCC BY-NC-ND
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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.