Abstract
This study investigates the effects of early smoking on educational attainment and labor market performance by using mixed ordered and mixed proportional hazard models. The results show that early smoking adversely affects educational attainment and initial labor market performance, but only for males. The probability to finish a scientific degree is 4%-point lower for an early smoker. The effect of early smoking on initial labor market performance is indirect through educational attainment. Once the indirect effect is controlled for there is no direct effect. Moreover, for males only, early smoking has a negative effect on current labor market performance even after conditioning on educational attainment. The probability to have an academic job is 4%-point lower for an early smoker. For females neither education nor labor market performance is affected by early smoking.
| Original language | English |
|---|---|
| Pages (from-to) | 225-270 |
| Journal | De Economist |
| Volume | 165 |
| Issue number | 3 |
| Early online date | 3 Feb 2017 |
| DOIs | |
| Publication status | Published - Sep 2017 |
Keywords
- early smoking
- education
- labor market performance
- mixed proportional hazard
- models
- discrete factor approach
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Cite this
Palali, A. (2017). Early smoking, education, and labor market performance. De Economist, 165(3), 225-270. https://doi.org/10.1007/s10645-017-9290-y