Table 3

The effect of college education on smoking behavior at different ages. Panel data with fixed effects, linear model. Males

Birth cohortDependent variable: smoked at age 17 and smoked at ages 25 to 60
(1)(2)(3)(4)(5)(6)(7)
1910–191920–291930–391940–491950–591960–691970–79
At age 25
College0.047***
[0.0140]
0.041***
[0.0097]
0.024***
[0.0084]
0.005
[0.0066]
−0.030***
[0.0053]
−0.045***
[0.0054]
−0.014
[0.0130]
Observations17,85829,45631,69444,65255,65838,8108,748
At age 30
College0.048***
[0.0145]
0.046***
[0.0100]
0.023***
[0.0089]
−0.007
[0.0069]
−0.038***
[0.0058]
−0.043***
[0.0074]
Observations17,85829,45631,69444,40448,56225,758
At age 35
College0.033**
[0.0148]
0.036***
[0.0103]
0.016*
[0.0092]
−0.012*
[0.0073]
−0.041***
[0.0068]
−0.050***
[0.0125]
Observations17,85829,45631,69440,26237,81010,554
At age 40
College0.029**
[0.0146]
0.031***
[0.0106]
0.012
[0.0095]
−0.011
[0.0078]
−0.050***
[0.0091]
Observations17,85829,45631,51634,68823,990
At age 45
College0.017
[0.0149]
0.017*
[0.0107]
0.006
[0.0100]
−0.001
[0.0093]
−0.047***
[0.0159]
Observations17,85829,45628,54426,4308,922
At age 50
College0.027*
[0.0149]
0.015
[0.0107]
0.0007
[0.0106]
0.010
[0.0124]
Observations17,85829,30424,51816,762
At age 55
College0.024
[0.0148]
0.0159
[0.0111]
0.009
[0.0120]
0.005
[0.0224]
Observations17,85826,31219,1705,990
At age 60
College0.028*
[0.0145]
0.027
[0.0116]
0.021
[0.0158]
Observations17,71422,16812,382
Average age at smoking initiation for smokers
College19.1418.4518.6018.3518.3818.5218.16
Not college17.5017.1416.9216.9117.1317.0116.74
  • Analysis from smoking histories from the 1978, 1979, 1980, 1987, 1988, 1992, 1995, 1997, 1998, 1999, and 2000 National Health Interview Surveys for individuals age 25 and older at the time of the survey. Smoking histories are reconstructed using the age at smoking initiation and cessation. See also Note 5. Panel linear regressions with individual fixed effects: the baseline smoking behavior is always taken at age College always takes the value 0 at age 17. At ages 25 and older, it takes the value 1 for college graduates and the value 0 otherwise. Age is controlled for. Robust and clustered standard errors in square brackets. ***, **, * denote statistical significance at the 1 percent, 5 percent, and 10 percent confidence levels, respectively.