Daopeng Duan, Wenning Sun, Jin Hao, Shuwen Bi, Siqian Zhang, Longrui Zou, Zexuan Yu, Shiju Dong, Jiajia Li
{"title":"健康行为在收入相关健康不平等中的中介作用:来自中国社会经济贫困农村地区的证据","authors":"Daopeng Duan, Wenning Sun, Jin Hao, Shuwen Bi, Siqian Zhang, Longrui Zou, Zexuan Yu, Shiju Dong, Jiajia Li","doi":"10.1016/j.amepre.2025.107658","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Existing evidence from high-income countries suggests that higher income is associated with better health outcomes through health-promoting behaviors. However, limited evidence exists regarding income-related health inequalities mediated by health behaviors in low- and middle-income countries. This study focuses on socioeconomically deprived rural areas of China and examines how health behaviors contribute to the association between income and health.</p><p><strong>Methods: </strong>In 2023, a cross-sectional study comprising 6,674 participants was conducted in rural Shandong, China, using a stratified cluster random sampling method. Income was measured using annual per capita net household income. Health behaviors included smoking, overdrinking, teeth brushing, fruit and vegetable consumption, and physical activity. Health status was assessed using the self-rated health (SRH) scale, the activities of daily living (ADLs) scale and EuroQol-5 Dimension (EQ5D). The ordinary least squares (OLS) method was adopted to examine the associations among income, health behaviors and health status after controlling for confounding factors. The non-parametric bootstrapping method was employed to further explore the mediating role of health behaviors in income-related health inequalities.</p><p><strong>Results: </strong>Income was positively associated with SRH, ADLs, EQ5D, and three positive behaviors including teeth brushing, fruit consumption, and physical activity, but was also positively correlated with overdrinking. Mediation analysis revealed that health behaviors mediated 35.05% (SRH), 67.90% (ADLs), and 72.08% (EQ5D) of the association between income and health status.</p><p><strong>Conclusion: </strong>This study has shown income-related inequalities in both health and health behaviors in socioeconomically deprived rural areas of China. The health behaviors mediated the association between income and health status.</p>","PeriodicalId":50805,"journal":{"name":"American Journal of Preventive Medicine","volume":" ","pages":"107658"},"PeriodicalIF":4.3000,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mediating role of health behaviors in income-related health inequalities: evidence from socioeconomically deprived rural areas of China.\",\"authors\":\"Daopeng Duan, Wenning Sun, Jin Hao, Shuwen Bi, Siqian Zhang, Longrui Zou, Zexuan Yu, Shiju Dong, Jiajia Li\",\"doi\":\"10.1016/j.amepre.2025.107658\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Existing evidence from high-income countries suggests that higher income is associated with better health outcomes through health-promoting behaviors. However, limited evidence exists regarding income-related health inequalities mediated by health behaviors in low- and middle-income countries. This study focuses on socioeconomically deprived rural areas of China and examines how health behaviors contribute to the association between income and health.</p><p><strong>Methods: </strong>In 2023, a cross-sectional study comprising 6,674 participants was conducted in rural Shandong, China, using a stratified cluster random sampling method. Income was measured using annual per capita net household income. Health behaviors included smoking, overdrinking, teeth brushing, fruit and vegetable consumption, and physical activity. Health status was assessed using the self-rated health (SRH) scale, the activities of daily living (ADLs) scale and EuroQol-5 Dimension (EQ5D). The ordinary least squares (OLS) method was adopted to examine the associations among income, health behaviors and health status after controlling for confounding factors. The non-parametric bootstrapping method was employed to further explore the mediating role of health behaviors in income-related health inequalities.</p><p><strong>Results: </strong>Income was positively associated with SRH, ADLs, EQ5D, and three positive behaviors including teeth brushing, fruit consumption, and physical activity, but was also positively correlated with overdrinking. Mediation analysis revealed that health behaviors mediated 35.05% (SRH), 67.90% (ADLs), and 72.08% (EQ5D) of the association between income and health status.</p><p><strong>Conclusion: </strong>This study has shown income-related inequalities in both health and health behaviors in socioeconomically deprived rural areas of China. The health behaviors mediated the association between income and health status.</p>\",\"PeriodicalId\":50805,\"journal\":{\"name\":\"American Journal of Preventive Medicine\",\"volume\":\" \",\"pages\":\"107658\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-05-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Preventive Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.amepre.2025.107658\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Preventive Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.amepre.2025.107658","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Mediating role of health behaviors in income-related health inequalities: evidence from socioeconomically deprived rural areas of China.
Introduction: Existing evidence from high-income countries suggests that higher income is associated with better health outcomes through health-promoting behaviors. However, limited evidence exists regarding income-related health inequalities mediated by health behaviors in low- and middle-income countries. This study focuses on socioeconomically deprived rural areas of China and examines how health behaviors contribute to the association between income and health.
Methods: In 2023, a cross-sectional study comprising 6,674 participants was conducted in rural Shandong, China, using a stratified cluster random sampling method. Income was measured using annual per capita net household income. Health behaviors included smoking, overdrinking, teeth brushing, fruit and vegetable consumption, and physical activity. Health status was assessed using the self-rated health (SRH) scale, the activities of daily living (ADLs) scale and EuroQol-5 Dimension (EQ5D). The ordinary least squares (OLS) method was adopted to examine the associations among income, health behaviors and health status after controlling for confounding factors. The non-parametric bootstrapping method was employed to further explore the mediating role of health behaviors in income-related health inequalities.
Results: Income was positively associated with SRH, ADLs, EQ5D, and three positive behaviors including teeth brushing, fruit consumption, and physical activity, but was also positively correlated with overdrinking. Mediation analysis revealed that health behaviors mediated 35.05% (SRH), 67.90% (ADLs), and 72.08% (EQ5D) of the association between income and health status.
Conclusion: This study has shown income-related inequalities in both health and health behaviors in socioeconomically deprived rural areas of China. The health behaviors mediated the association between income and health status.
期刊介绍:
The American Journal of Preventive Medicine is the official journal of the American College of Preventive Medicine and the Association for Prevention Teaching and Research. It publishes articles in the areas of prevention research, teaching, practice and policy. Original research is published on interventions aimed at the prevention of chronic and acute disease and the promotion of individual and community health.
Of particular emphasis are papers that address the primary and secondary prevention of important clinical, behavioral and public health issues such as injury and violence, infectious disease, women''s health, smoking, sedentary behaviors and physical activity, nutrition, diabetes, obesity, and substance use disorders. Papers also address educational initiatives aimed at improving the ability of health professionals to provide effective clinical prevention and public health services. Papers on health services research pertinent to prevention and public health are also published. The journal also publishes official policy statements from the two co-sponsoring organizations, review articles, media reviews, and editorials. Finally, the journal periodically publishes supplements and special theme issues devoted to areas of current interest to the prevention community.