Table 3

Regression results from conditional logit model

No interactionInteracted with Tier 2Interacted with Tier 3Interacted with Tier 4
Cigarette tier price−0.095***
(0.015)
Male0.653***0.717***0.847**
(0.177)(0.264)(0.420)
Age−0.031***−0.060***−0.068***
(0.006)(0.006)(0.007)
Income: ¥1000–29990.503***1.086***0.931***
(0.114)(0.152)(0.193)
Income: ¥3000–49990.757***1.872***2.010***
(0.167)(0.203)(0.238)
Income: ≥ ¥50001.183***2.483***3.073***
(0.239)(0.263)(0.295)
Education: Middle school0.467***0.658***0.430*
(0.168)(0.199)(0.243)
Education: High school0.545***0.975***0.981***
(0.174)(0.206)(0.237)
Education: Beyond secondary0.879***1.511***1.747***
(0.218)(0.258)(0.282)
Cigarette consumption at Wave 1−0.006−0.143**−0.009
(0.005)(0.006)(0.007)
Wave 2−0.165−0.0340.197
(0.101)(0.113)(0.133)
Wave 30.0060.242*0.645***
(0.113)(0.134)(0.147)
City: Shenyang−0.186−0.0811.426***
(0.180)(0.209)(0.303)
City: Shanghai0.993***3.462***4.502***
(0.271)(0.274)(0.363)
City: Changsha1.257***0.3362.866***
(0.197)(0.236)(0.311)
City: Guangzhou0.644***1.810***1.454***
(0.208)(0.225)(0.358)
City: Yinchuan1.244***0.459*2.942***
(0.207)(0.249)(0.314)
Constant1.235***0.832−0.828
(0.442)(0.539)(0.637)
Number of persons3477
Number of person-years8552
Number of observations34208
  • Robust standard errors, in parentheses, are clustered at the person level and weighted for survey sampling. The omitted category for categorical variables is: income below ¥1000, primary education and below, Wave 1 and Beijing. The model includes tier-specific constants.

  • Statistical significance: *p<0.10 **p<0.05 ***p<0.01.