Alcohol Consumption and Pregnancies Among Youth: Evidence from a Semi-Parametric Approach
33 Pages Posted: 1 Jul 2011 Last revised: 4 Mar 2012
Date Written: February 21, 2012
Abstract
Despite a well-established correlation between alcohol intake and various risk-taking sexual behaviors, the causality remains unknown. The observed association can be easily attributed to the influence of unobserved individual characteristics rather than the influence of substance use. I model the effect of alcohol use on the likelihood of pregnancy among youth using a variety of estimation techniques. The preference is given to the semi-parametric model where the cumulative distribution of heterogeneity is approximated by a 4-point discrete distribution. Using data on 17-28 year-old women from the National Longitudinal Survey of Youth, I find that alcohol consumption increases the likelihood of pregnancy by 4.7 percentage points. Quantitatively similar but statistically weaker effects were found in the fully parametric models such as the two-stage least squares model and the bivariate probit model. Finally, the fully parametric models that ignore the effect of unobserved heterogeneity failed to establish this relationship.
Keywords: Alcohol use, Youth pregnancy rate, Bivariate probit, Discrete factor approximation estimator, Endogeneity
JEL Classification: J13, C14, C30
Suggested Citation: Suggested Citation
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