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Decomposition of passive smoking inequality in Iranian children and adolescents: the CASPIAN-V Study

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Abstract

To investigate the socioeconomic inequality in passive smoking in Iranian children and adolescents. Through a multistage random cluster sampling method, a representative sample of 14,400 school students, aged 6–18 years, were enrolled from urban and rural areas of 30 provinces of Iran. Using a non-linear principal component analysis (NLPCA), the correlated variables were summarized as socioeconomic status (SES). Normalized concentration index (NCI) was used to measure inequality in passive smoking at national and regional SES levels. We decomposed total socioeconomic inequality in passive smoking into explanatory variables to identify the main contributors of inequality in passive smoking in the population studied. Data of 12,327 students and parents were complete for the current study. The response rate was 85.6% (50.9% boys, 71.2% urban residents). About 44% of Iranian students were exposed to passive smoking. The NCI for passive smoking at a national level was − 0.043 (95% confidence interval − 0.035, − 0.012), indicating that passive smoking was more concentrated among poorer children and adolescents. This inequality was statistically significant at a national level and in all regions except for regions with lower middle- and lowest SES levels. Considering the decomposition analysis, the household SES (63%), mothers’ educational level (37%), fathers’ educational level (29%), and school type (18%) made the largest positive contribution to inequality in passive smoking of children and adolescents. Passive smoking was distributed unequally among Iranian children and adolescents; it was more concentrated among socioeconomically disadvantaged families. Public health policies attentions should be given to reduce passive smoking among low SES children and adolescents living with illiterate or low-educated parents.

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References

  • Bacigalupe A, Escolar-Pujolar A (2014) The impact of economic crises on social inequalities in health: what do we know so far? Int J Equity Health 13(1):52

    Article  Google Scholar 

  • Chang E, Liu Z, Hildesheim A, Liu Q, Cai Y, Zhang Z, et al. (2017) Active and passive smoking and risk of nasopharyngeal carcinoma: a population-based case-control study in Southern China. Am J Epidemiol. 2017;185(12):1272.

  • Dawes P, Cruickshanks KJ, Moore DR, Edmondson-Jones M, McCormack A, Fortnum H, Munro KJ (2014) Cigarette smoking, passive smoking, alcohol consumption, and hearing loss. J Assoc Res Otolaryngol 15(4):663–674

    Article  Google Scholar 

  • Edoka IP(2012) Decomposing differences in cotinine distribution between children and adolescents from different socioeconomic backgrounds. University of York Health, Econometrics and Data Group Working Paper. 2012 Dec 6(12/29).

  • Esen AM, Barutcu I, Acar M, Degirmenci B, Kaya D, Turkmen M, Melek M, Onrat E, Esen OB, Kirma C (2004) Effect of smoking on endothelial function and wall thickness of brachial artery. Circ J 68(12):1123–1126

    Article  Google Scholar 

  • Farzadfar F, Danaei G, Namdaritabar H, Rajaratnam JK, Marcus JR, Khosravi A, Alikhani S, Murray CJL, Ezzati M (2011) National and subnational mortality effects of metabolic risk factors and smoking in Iran: a comparative risk assessment. Popul Health Metrics 9:55

    Article  Google Scholar 

  • Fukuda Y, Nakamura K, Takano T (2005) Socioeconomic pattern of smoking in Japan: income inequality and gender and age differences. Ann Epidemiol 15(5):365–372

    Article  Google Scholar 

  • Goldstein AO (2015) Is exposure to secondhand smoke child abuse? Yes. Ann Fam Med 13(2):103–104

    Article  Google Scholar 

  • Hajizadeh M, Nandi A (2016) The socioeconomic gradient of secondhand smoke exposure in children: evidence from 26 low-income and middle-income countries. Tobacco control. 2016 Jun 16: tobaccocontrol-2015.

  • Heshmat R, Qorbani M, Safiri S, Babaki AE, Matin N, Motamed-Gorji N et al. (2017) Association of passive and active smoking with self-rated health and life satisfaction in Iranian children and adolescents: the CASPIAN IV study. BMJ Open. 2017 7(2):e012694.

  • Heshmat R, Qorbani M, Mozaffarian N, Djalalinia S, Sheidaei A, Motlagh ME, Safiri S, Gohari K, Ataie-Jafari A, Ardalan G, Asayesh H, Mansourian M, Kelishadi R (2018) Socioeconomic inequality in screen time frequency in children and adolescents: the weight disorders survey of the CASPIAN IV study. World J Pediatr 14(1):66–76

    Article  Google Scholar 

  • Hiscock R, Bauld L, Amos A, Fidler JA, Munafò M (2012) Socioeconomic status and smoking: a review. Ann N Y Acad Sci 1248(1):107–123

    Article  Google Scholar 

  • Ibe Y, Miyakawa H, Fuse-Nagase Y, Hirose AS, Hirasawa R, Yachi Y, Fujihara K, Kobayashi K, Shimano H, Sone H (2016) Association of eating three meals irregularly with changes in BMI and weight among young Japanese men and women: a 2-year follow-up. Physiol Behav 163:81–87

    Article  CAS  Google Scholar 

  • Kassiri H, Rafiee A, Haghighizadeh MH, Kazemzadeh N (2011) Epidemilogy of cigarette smoking among male students of Ahvaz Jundishapur university of medical sciences, Iran. Jentashapir Journal of Health Research 2(2):75-84 (Persian)

  • Kelishadi R, Ardalan G, Gheiratmand R, Majdzadeh R, Delavari A, Heshmat R et al (2006) Smoking behavior and its influencing factors in a national-representative sample of Iranian adolescents: CASPIAN study. Prev Med;42(6):423-426.

  • Kelishadi R, Babaki AE, Qorbani M, Ahadi Z, Heshmat R, Motlagh ME et al (2015) Joint association of active and passive smoking with psychiatric distress and violence behaviors in a representative sample of Iranian children and adolescents: the CASPIAN-IV Study. Int J Behav Med. 22(5):652-661.

  • Kelishadi R, Heshmat R, Shahsanai A, Djalalinia S, Motlagh ME, Keikha M, Ardalan G, Najafi F, Khoramdad M, Asayesh H, Qorbani M (2016a) Determinants of tobacco and hookah smoking in a nationally representative sample of Iranian children and adolescents: the Caspian-IV Study. Iran Red Crescent Med J 18(8):e31099

    Article  Google Scholar 

  • Kelishadi R, Noori A, Qorbani M, Rahimzadeh S, Djalalinia S, Shafiee G et al (2016b) Are active and passive smoking associated with cardiometabolic risk factors in adolescents? The CASPIAN-III Study. Paediatr Int Child Health 36(3):181–188

  • Kelishadi R, Shahsanai A, Qorbani M, Ardalan G, Poursafa P, Heshmat R, Motlagh ME (2016c) Exposure to hookah and cigarette smoke in children and adolescents according to their socio-economic status: the CASPIAN-IV Study. Iran J Pediatr 26(4):e3036

    Article  Google Scholar 

  • Kelishadi R, Shahsanai A, Qorbani M, Motlagh ME, Jari M, Ardalan G et al (2016d) Tobacco use and influencing factors among Iranian children and adolescents at national and subnational levels, according to socioeconomic status: the Caspian-IV Study. Iran Red Crescent Med J 18(5):e21858

    Article  Google Scholar 

  • Kelishadi R, Qorbani M, Heshmat R, Djalalinia S, Sheidaei A, Safiri S et al (2017) Socioeconomic inequality in childhood obesity and its determinants in Iran: a Blinder–Oaxaca decomposition. J Pediatr

  • King BA, Mirza SA, Babb SD (2013) A cross-country comparison of secondhand smoke exposure among adults: findings from the Global Adult Tobacco Survey (GATS). Tob Control 22(4):e5

    Article  Google Scholar 

  • Kosecik M, Erel O, Sevinc E, Selek S (2005) Increased oxidative stress in children exposed to passive smoking. Int J Cardiol 100(1):61–64

    Article  Google Scholar 

  • Kyu HH, Maddison ER, Henry NJ, Mumford JE, Barber R, Shields C et al (2018) The global burden of tuberculosis: results from the Global Burden of Disease Study 2015. Lancet Infect Dis. 18(3):261–284

    Article  Google Scholar 

  • Kwon E, Seo DC, Lin HC (2018) Chen Z (2018) Predictors of youth e-cigarette use susceptibility in a U.S. nationally representative sample. Addict Behav 82:79–85

    Article  Google Scholar 

  • Linting M, van der Kooij A (2012) Nonlinear principal components analysis with CATPCA: a tutorial. J Pers Assess 94(1):12–25

    Article  Google Scholar 

  • Mirmoghtadaee P, Heshmat R, Djalalinia S, Motamed-Gorji N, Motlagh ME, Ardalan G et al (2016) The association of socioeconomic status of family and living region with self-rated health and life satisfaction in children and adolescents: the CASPIAN-IV study. Med J Islam Repub Iran 30:423

    Google Scholar 

  • Motlagh ME, Ziaodini H, Qorbani M, Taheri M, Aminaei T, Goodarzi A et al (2017) Methodology and early findings of the fifth survey of childhood and adolescence surveillance and prevention of adult noncommunicable disease: the CASPIAN-V Study. Int J Prev Med 2017:8

    Google Scholar 

  • Nazar GP, Lee JT, Arora M, Millett C (2015) Socioeconomic inequalities in secondhand smoke exposure at home and at work in 15 low-and middle-income countries. Nicotine Tob Res 18(5):1230–1239

    Article  Google Scholar 

  • Nguyen M, Nishi N, Kadota A, Okuda N, Arima H, Fujiyoshi A et al. (2018) Passive smoking at home by socioeconomic factors in a Japanese population: NIPPON DATA 2010. J Epidemiol. 28(Suppl 3):S40.

  • Oates GR, Schechter MS (2016) Socioeconomic status and health outcomes: cystic fibrosis as a model. Expert Rev Respir Med 10(9):967–977

  • O’Donnell O, Van Doorslaer E, Wagstaff A, Lindelow M (2010) Analyzing health equity using household survey data: a guide to techniques and their implementation. 2008. The World Bank Google Scholar, Washington

    Google Scholar 

  • Pan A, Wang Y, Talaei M, Hu F, Wu T (2015) Relation of active, passive, and quitting smoking with incident type 2 diabetes: a systematic review and meta-analysis

  • Reitsma MB, Fullman N, Ng M, Salama JS, Abajobir A, Abate KH et al (2015) Smoking prevalence and attributable disease burden in 195 countries and territories, 1990–2015: a systematic analysis from the Global Burden of Disease Study 2015. Lancet 389(10082):1885–1906

    Article  Google Scholar 

  • Saulyte J, Regueira C, Montes-Martínez A, Khudyakov P, Takkouche B (2014) Active or passive exposure to tobacco smoking and allergic rhinitis, allergic dermatitis, and food allergy in adults and children: a systematic review and meta-analysis. PLoS Med 11(3):e1001611

    Article  Google Scholar 

  • Safiri S, Kelishadi R, Heshmat R, Rahimi A, Djalalinia S, Ghasemian A et al (2016) Socioeconomic inequality in oral health behavior in Iranian children and adolescents by the Oaxaca-Blinder decomposition method: the CASPIAN-IV study. Int J Equity Health 15:143

  • Saito J, Tabuchi T, Shibanuma A, Yasuoka J, Nakamura M, Jimba M (2015) Only Fathers smoking contributes the most to socioeconomic inequalities: changes in socioeconomic inequalities in infants’ exposure to second hand smoke over time in Japan. PLoS One 10(10):e0139512

    Article  CAS  Google Scholar 

  • Soriano JB, Abajobir AA, Abate KH, Abera SF, Agrawal A, Ahmed MB et al (2015) Global, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990–2015: a systematic analysis for the Global Burden of Disease Study. Lancet Respir Med 5(9):691–706

    Article  Google Scholar 

  • Subramanian S, Nandy S, Kelly M, Gordon D, Smith GD (2004) Patterns and distribution of tobacco consumption in India: cross-sectional multilevel evidence from the 1998-9 national family health survey. Bmj. 328(7443):801–806

    Article  CAS  Google Scholar 

  • Tsai Y-W, Yen L-L, Yang C-L, Chen P-F (2003) Public opinion regarding earmarked cigarette tax in Taiwan. BMC Public Health 3(1):42

    Article  Google Scholar 

  • Tseng M, Yeatts K, Millikan R, Newman B (2001) Area-level characteristics and smoking in women. Am J Public Health 91(11):1847–1850

    Article  CAS  Google Scholar 

  • US Department of Health and Human Services (2006) The health consequences of involuntary exposure to tobacco smoke: a report of the Surgeon General. Atlanta, GA

  • US Department of Health and Human Services (2012) Preventing tobacco use among youth and young adults: a report of the surgeon general, Atlanta, GA: http://www.surgeongeneral.gov/library/ reports/preventing-youth-tobacco-use/index.html#Full Report

  • Watson JM, Scarinci IC, Klesges RC, Murray DM, Vander Weg M, DeBon M et al (2003) Relationships among smoking status, ethnicity, socioeconomic indicators, and lifestyle variables in a biracial sample of women. Prev Med 37(2):138–147

    Article  Google Scholar 

  • Wagstaff A (2005) The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ 14(4):429–432

    Article  Google Scholar 

  • Wagstaff A, Van Doorslaer E, Watanabe N (2003) On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econ;112(1):207-223.

  • Yiengprugsawan V, Lim LL, Carmichael GA, Dear KB, Sleigh AC. (2010) Decomposing socioeconomic inequality for binary health outcomes: an improved estimation that does not vary by choice of reference group. BMC Res Notes 2010;3(1):57.

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Acknowledgement

The authors are thankful of the large team working on this study and all participants in different provinces.

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This study was conducted by using the data of a national school-based surveillance program.

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Correspondence to Mostafa Qorbani or Roya Kelishadi.

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Rarani, M.A., Heshmat, R., Djalalinia, S. et al. Decomposition of passive smoking inequality in Iranian children and adolescents: the CASPIAN-V Study. Environ Sci Pollut Res 26, 18921–18929 (2019). https://doi.org/10.1007/s11356-019-05146-6

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