Skip to main content
. Author manuscript; available in PMC: 2022 Aug 1.
Published in final edited form as: Health Econ. 2021 Apr 29;30(8):1719–1744. doi: 10.1002/hec.4280

Table 3:

Parameter Estimates: Smoking Prevalence, Logit

Full Sample Sample with History of Smoking

Variable Specification 1 Specification 2 Specification 1 Specification 2
Full ban present −0.024 (0.058) 0.038 (0.056) −0.091 (0.070) −0.074 (0.077)
Years since full ban implementation −0.017 (0.009) ** −0.019 (0.008) ** −0.002 (0.016) −0.006 (0.017)
Full Ban x Male −0.093 (0.075) 0.014 (0.074)
Full Ban x Age - 40 0.002 (0.001) *** 0.003 (0.002)
Full Ban x Normalized Income −0.080 (0.019) *** −0.075 (0.018) ***
Partial ban present −0.015 (0.044) 0.060 (0.052) 0.037 (0.064) 0.104 (0.067)
Years since partial ban implementation 0.015 (0.009) ** 0.014 (0.009) * 0.011 (0.013) 0.012 (0.013)
Partial Ban x Male −0.170 (0.063) *** −0.155 (0.061) **
Partial Ban x Age - 40 0.004 (0.002) ** 0.003 (0.002)
Partial Ban x Normalized Income −0.056 (0.020) ** −0.065 (0.019) ***
Male 0.469 (0.045) *** 0.543 (0.058) *** 0.141 (0.042) *** 0.197 (0.052) ***
Age - 40 −0.010 (0.001) *** −0.011 (0.001) *** −0.020 (0.001) *** −0.021 (0.001) ***
(Age - 40)/10 squared −0.086 (0.005) *** −0.087 (0.006) *** −0.075 (0.005) *** −0.076 (0.006) ***
Normalized Income −0.015 (0.009) 0.016 (0.013) −0.028 (0.011) ** 0.005 (0.014)
Year 2009 −0.094 (0.029) *** −0.095 (0.029) *** −0.099 (0.052) * −0.100 (0.052) *
Year 2013 −0.208 (0.060) *** −0.206 (0.061) *** −0.155 (0.089) * −0.156 (0.091) *
Constant −0.698 (0.045) *** −0.719 (0.049) *** 0.248 (0.066) *** 0.242 (0.065) ***
Number of observations 108,489 56,882

Note: Specification 1 measures full and partial ban effects, on average. Specification 2 allows for heterogeneous ban effects by gender, age, and income. Each specification controls for education, household size, employment, health insurance, body mass, missing indicators (for income, health insurance, body mass) and province indicators. Standard errors (in parentheses) are clustered at the province level and account for any additional heterogeneity in ban effects.

***

indicates significance at 1% level;

**

5% level;

*

10% level.