International Journal of Preventive Medicine (Int J Prev Med)2008-780212920211020The Effects of Smoking on Metabolic Syndrome and Its Components Using Causal Methods in the Iranian Population25302530ENDepartment of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, TehranOsteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences,Department of Endocrinology, AJA University of Medical Sciences, TehranDepartment of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, TehranPrevention of Metabolic Disorders Research Center & Department of Biostatistics and Epidemiology, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, TehranDepartment of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran20211020Background: The aim of this study was to estimate the effect of smoking on metabolic syndrome (MS) and its components applying inverse probability‑of‑treatment weighting (IPTW) and propensity score (PS) matching. Methods: Using data from Tehran Lipid and Glucose Study, 4857 participants aged over 20 years with information on smoking and confounders in the third phase (2005–2008) were included, and the MS was assessed in the fifth phase (2011–2014). IPTW and PS matching were used to adjust for confounders. Results: Based on average treatment effect (ATE) estimates, smoking decreased the risk of hypertension (RR: 0.62; 95% CI: 0.43, 0.88), but increased the risk of low HDL cholesterol (1.20; 0.98, 1.48). Similarly, the average treatment effect in the treated (ATT) estimates using IPTW and PS matching suggested that smoking decreased the risk of hypertension (0.63; 0.52, 0.76, and 0.68; 0.54, 0.85), and increased the risk of low HDL cholesterol (1.24; 1.07, 1.43, and 1.28; 1.06, 1.54), respectively. Conclusions: Smoking seems to increase the risk of low HDL cholesterol but decreases the risk of hypertension.http://ijpm.mui.ac.ir/index.php/ijpm/article/view/2530http://ijpm.mui.ac.ir/index.php/ijpm/article/download/2530/717718370