ArticleBMC psychiatry2024
The association between smoking and family health with the mediation role of personality among Chinese people: nationwide cross-sectional study.
Article in BMC psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 15 citations in OpenAlex.
- The effectiveness of artificial intelligence health education accurately linking system on self-management in non-specific lower back pain patients.Frontiers in public health · 2025Trial
- The Effect of Personality Traits and Psychological Resilience of University Students on Psychological Dependence on Cigarettes.Addiction & health · 2026Article
- Study protocol: Artificial Intelligence Health Education Accurately Linking System for enhancing self-management in chronic obstructive pulmonary disease patients via WeChat.Frontiers in medicine · 2026Article
- Unveiling the socio contextual triggers of smokeless tobacco use among blue collar workers: implications for workplace health and policy.Scientific reports · 2025Article
- Could social support mediate the relationship between personality trait patterns and mental health in Chinese older adults: a nationwide cross-sectional study conducted in 2022.BMC public health · 2025Article
- The relationship between family health, stress, and self-efficacy on depression among university students: a large-scale national cross-sectional study.Frontiers in public health · 2025Article
- Protocol for a randomized controlled trial evaluating the artificial intelligence health education accurately linking system in patients with mild-to-moderate stroke.Frontiers in neurology · 2025Article
- The effect of Artificial Intelligence Health Education Accurately Linking System on childhood asthma: study protocol for a pilot randomized controlled trial.Frontiers in psychiatry · 2025Article
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Authors and funding
14 authors at 6 institutions in 1 country.
Funding
Abstract
backgroundThere may be unexplored interactions between family health, personality, and smoking that could help provide new perspectives on tobacco control.
objectiveTo examine the relationship between the health of one's family and their smoking habits, as well as investigate the potential influence of personality on this relationship.
methodsFor this cross-sectional investigation, a national survey conducted in China in 2022 recruited a total of 21,916 individuals. The Family Health Scale was utilized to assess the health of the family. The 10-item Big Five Inventory scale was utilized to assess the Big five personality traits. The relationship between big five personality, family health, and smoking were investigated using binary and linear logistic regression. The indirect effects mediated by Big five personality were analyzed using mediation analysis with Sobel tests, and the indirect effects were composited using the Karlson-Holm-Breen method.
resultsThe overall prevalence of smoking in the study population was 14.87%, 26.19% for males and 3.54% for females. Urban and rural smoking prevalence was 13.81% and 16.10% respectively. Binary logistic regression analysis revealed a significant negative relationship between smoking and family health (odds ratio 0.964, 95% CI 0.959, 0.970, P < 0.001) with covariates controlled. The Karlson-Holm-Breen composition facilitated the connection between extraversion (47.81%) and nervousness (52.19%).
conclusionsPreventive interventions for smoking behavior should prioritize family health and the Big five personality as significant areas to focus on. According to this study, in addition to implementing various interventions for different personalities, family health should be strengthened to reduce smoking behavior.
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