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The impact of alcohol and drug use on employment: A labor market study using the National Longitudinal Survey of Youth

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  • R. R. Bryant
  • A. Jayawardhana
  • V. A. Samaranayake
  • A. Wilhite

Abstract

The purpose of this study was, first, to estimate of the impact of alcohol and drug use on the employment status of men and women, and second, to examine whether a history of past use, as opposed to current use, adversely affects the propensity to be employed. Using data from the National Longitudinal Survey of Youth we conducted a cross-sectional and a longitudinal analysis with logistic regression estimation to model the probability that a person was employed in 1992. In addition to usual regressors, interactions between substance use measures, between substance use measures and human capital variables, and between substance use measures and race dummies were included in the equation. The longitudinal analysis utilized a conditional likelihood method based on employment data in 1992 and 1988 and included the difference between 1992 regressors and their 1988 counterparts. A comparison was made between the prediction accuracy of the logit choice model, linear discriminant analysis, k-nearest neighbor analysis, and three modern classification methods that are used extensively in the area of machine learning. Results showed that the logit model performs relatively well in classifying individuals into employed and unemployed categories based on individual attributes. Results of the cross-sectional and longitudinal analysis were mixed, but not inconsistent with our prior expectations that use of alcohol or drug has a negative impact on a person's propensity to be employed. Cross-sectional results show a clear negative impact of past substance use on a person's employment probability among all demographic groups examined (by gender: all persons, blacks, Hispanics, families with income below the poverty line, and high users of alcohol or drugs). However, when current and past use are considered together, only women seem to experience negative impacts. The results of the longitudinal analysis are less clear, although they do indicate that negative impacts are associated with the interaction between substance use measures and human capital variables. Limitations of the study are pointed out and suggestions are made for future research.

Suggested Citation

  • R. R. Bryant & A. Jayawardhana & V. A. Samaranayake & A. Wilhite, "undated". "The impact of alcohol and drug use on employment: A labor market study using the National Longitudinal Survey of Youth," Institute for Research on Poverty Discussion Papers 1092-96, University of Wisconsin Institute for Research on Poverty.
  • Handle: RePEc:wop:wispod:1092-96
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    References listed on IDEAS

    as
    1. Robert Kaestner, 1994. "The Effect of Illicit Drug Use on the Labor Supply of Young Adults," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 126-155.
    2. Andrew M. Gill & Robert J. Michaels, 1992. "Does Drug Use Lower Wages?," ILR Review, Cornell University, ILR School, vol. 45(3), pages 419-434, April.
    3. Charles A. Register & Donald R. Williams, 1992. "Labor Market Effects of Marijuana and Cocaine Use among Young Men," ILR Review, Cornell University, ILR School, vol. 45(3), pages 435-448, April.
    4. Mullahy, John & Sindelar, Jody L, 1993. "Alcoholism, Work, and Income," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 494-520, July.
    5. Robert Kaestner, 1994. "New Estimates of the Effect of Marijuana and Cocaine Use on Wages," ILR Review, Cornell University, ILR School, vol. 47(3), pages 454-470, April.
    6. Kaestner, Robert, 1991. "The Effect of Illicit Drug Use on the Wages of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 9(4), pages 381-412, October.
    7. Moffitt, Robert, 1982. "The Tobit Model, Hours of Work and Institutional Constraints," The Review of Economics and Statistics, MIT Press, vol. 64(3), pages 510-515, August.
    8. Zabel, Jeffrey E, 1993. "The Relationship between Hours of Work and Labor Force Participation in Four Models of Labor Supply Behavior," Journal of Labor Economics, University of Chicago Press, vol. 11(2), pages 387-416, April.
    9. Mullahy, John & Sindelar, Jody L, 1991. "Gender Differences in Labor Market Effects of Alcoholism," American Economic Review, American Economic Association, vol. 81(2), pages 161-165, May.
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