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Income, occupation and education: Are they related to smoking behaviors in China?

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  • Qing Wang
  • Jay J Shen
  • Michelle Sotero
  • Casey A Li
  • Zhiyuan Hou

Abstract

Background: The association between socioeconomic status (SES) and smoking behaviors may differ across countries. This study aimed to estimate the association between socioeconomic status (income, occupation and education) and multiple measures of smoking behaviors among the Chinese elderly population. Methods: Using data from the China Health and Retirement Longitudinal Study in 2013, we examined the relationship between socioeconomic status and smoking behaviors through multivariate regression analysis. Sample selection models were applied to correct for sample selection bias. Smoking behaviors were measured by four indicators: smoking status, cigarette consumption, health risks related to smoking, and smoking dependence. Analyses were stratified by gender and urban-rural residence. Results: Among Chinese people aged 45 years or older, smokers accounted for 40% of the population in 2013, smoking 19 cigarettes per day. It was also found that 79% of smokers were at an increased health risk. Overall, although the influence of income on smoking behaviors was small and even insignificant, occupation and education levels were significantly associated with smoking behaviors. Managers or professionals were more likely to smoke, however there was no significant relationship with smoking dependence. Individuals with higher educational attainment were less likely to be associated with smoking behaviors. In addition, gender and urban-rural differences existed in the relationship between SES and smoking behaviors. Conclusions: Smoking disparities among diverse levels of socioeconomic status existed but varied greatly by SES indicators and population characteristics. Tobacco control policies in China should be increasingly focused on populations with low socioeconomic status in order to break the link between socioeconomic disadvantage and smoking behaviors. Further actions should mitigate inequalities in education, improve the social culture of cigarette use, and tailor interventions based on characteristics of the population.

Suggested Citation

  • Qing Wang & Jay J Shen & Michelle Sotero & Casey A Li & Zhiyuan Hou, 2018. "Income, occupation and education: Are they related to smoking behaviors in China?," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-17, February.
    • Handle: RePEc:plo:pone00:0192571
    DOI: 10.1371/journal.pone.0192571
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    as
    1. Patrick, D.L. & Cheadle, A. & Thompson, D.C. & Diehr, P. & Koepsell, T. & Kinne, S., 1994. "The validity of self-reported smoking: A review and meta-analysis," American Journal of Public Health, American Public Health Association, vol. 84(7), pages 1086-1093.
    2. Schaap, Maartje M. & Kunst, Anton E. & Leinsalu, Mall & Regidor, Enrique & Espelt, Albert & Ekholm, Ola & Helmert, Uwe & Klumbiene, Jurate & Mackenbach, Johan P., 2009. "Female ever-smoking, education, emancipation and economic development in 19 European countries," Social Science & Medicine, Elsevier, vol. 68(7), pages 1271-1278, April.
    3. Nestor E. Terleckyj, 1976. "Household Production and Consumption," NBER Books, National Bureau of Economic Research, Inc, number terl76-1.
    4. Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2007. "Gender differences in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 895-909, September.
    5. Zheng Xie & Adrienne N Poon & Zhijun Wu & Weiyan Jian & Kit Yee Chan, 2015. "Is Occupation a Good Predictor of Self-Rated Health in China?," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-18, May.
    6. Mark C. Berger & J. Paul Leigh, 1989. "Schooling, Self-Selection, and Health," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 433-455.
    7. Ruhm, Christopher J., 2003. "Good times make you sick," Journal of Health Economics, Elsevier, vol. 22(4), pages 637-658, July.
    8. Mingling Chen & Yikang Wu & Hiroto Narimatsu & Xueqing Li & Chunmei Wang & Jianyong Luo & Genming Zhao & Zhongwen Chen & Wanghong Xu, 2015. "Socioeconomic Status and Physical Activity in Chinese Adults: A Report from a Community-Based Survey in Jiaxing, China," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-12, July.
    9. Michael Grossman, 1976. "The Correlation between Health and Schooling," NBER Chapters, in: Household Production and Consumption, pages 147-224, National Bureau of Economic Research, Inc.
    10. repec:bla:revinw:v:26:y:1980:i:4:p:401-18 is not listed on IDEAS
    11. Ahmad Reza Hosseinpoor & Lucy Anne Parker & Edouard Tursan d'Espaignet & Somnath Chatterji, 2012. "Socioeconomic Inequality in Smoking in Low-Income and Middle-Income Countries: Results from the World Health Survey," PLOS ONE, Public Library of Science, vol. 7(8), pages 1-8, August.
    12. Ahmad Reza Hosseinpoor & Lucy Anne Parker & Edouard Tursan d'Espaignet & Somnath Chatterji, 2011. "Social Determinants of Smoking in Low- and Middle-Income Countries: Results from the World Health Survey," PLOS ONE, Public Library of Science, vol. 6(5), pages 1-7, May.
    13. Gautam Datta & Jacob Meerman, 1980. "Household Income Or Household Income Per Capita In Welfare Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 26(4), pages 401-418, December.
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    Cited by:

    1. Guoting Zhang & Jiajia Zhan & Hongqiao Fu, 2022. "Trends in Smoking Prevalence and Intensity between 2010 and 2018: Implications for Tobacco Control in China," IJERPH, MDPI, vol. 19(2), pages 1-16, January.
    2. Nigar Nargis & Rong Zheng & Steve S. Xu & Geoffrey T. Fong & Guoze Feng & Yuan Jiang & Yang Wang & Xiao Hu, 2019. "Cigarette Affordability in China, 2006–2015: Findings from International Tobacco Control China Surveys," IJERPH, MDPI, vol. 16(7), pages 1-21, April.
    3. Juan M. Martín Álvarez & Alejandro Almeida & Aida Galiano & Antonio A. Golpe, 2020. "Asymmetric behavior of tobacco consumption in Spain across the business cycle: a long-term regional analysis," International Journal of Health Economics and Management, Springer, vol. 20(4), pages 391-421, December.
    4. Nan Chen & Chang-Gyeong Kim, 2021. "The Moderating Effect of Community-Level Deprivation on the Association between Individual Characteristics and Smoking Behavior among Chinese Adults: A Cross-Level Study," IJERPH, MDPI, vol. 18(11), pages 1-13, May.
    5. Bibha Dhungel & Tomoe Murakami & Koji Wada & Shunya Ikeda & Stuart Gilmour, 2022. "Difference in Mortality Rates by Occupation in Japanese Male Workers Aged 25 to 64 Years from 1980 to 2015," IJERPH, MDPI, vol. 19(18), pages 1-11, September.
    6. Xuefeng Li & Li Deng & Han Yang & Hui Wang, 2020. "Effect of socioeconomic status on the healthcare-seeking behavior of migrant workers in China," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-15, August.
    7. A.R.S. Ibn Ali, 2021. "Financial behavior for status seeking purposes of consumers in emerging markets. A case study of suburban Jakarta, Indonesia," Discussion Papers in Economics and Business 21-21, Osaka University, Graduate School of Economics.

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