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Tobacco and Alcohol: Complements or Substitutes? – A Structural Model Approach

  • Harald Tauchmann


  • Silja Göhlmann


  • Till Requate
  • Christoph M. Schmidt


The question of whether two drugs – namely alcohol and tobacco – are used as complements or substitutes is of crucial interest if side-effects of anti-smoking policies are considered. Numerous papers have empirically addressed this issue by estimating demand systems for alcohol and tobacco and subsequently calculating cross-price effects.However, this traditional approach often is seriously hampered by insufficient price-variation observed in survey data. We therefore suggest an alternative instrumental variables approach that statistically mimics an experimental study and does not rely on prices as explanatory variables.This approach is applied to German survey data. Our estimation results suggest that a reduction in tobacco consumption results in a moderate reduction in alcohol consumption. It is shown theoretically that this implies that alcohol and tobacco are complements. Hence, we conclude that successful anti-smoking policies will not result in the unintended side-effect of an increased (ab)use of alcohol.

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Paper provided by Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen in its series Ruhr Economic Papers with number 0034.

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Length: 40 pages
Date of creation: Dec 2007
Date of revision:
Handle: RePEc:rwi:repape:0034
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  1. Winter-Ebmer, Rudolf, 2001. "Evaluating An Innovative Redundancy-Retraining Project: The Austrian Steel Foundation," CEPR Discussion Papers 2776, C.E.P.R. Discussion Papers.
  2. Andrew M. Jones, 2012. "health econometrics," The New Palgrave Dictionary of Economics, Palgrave Macmillan.
  3. J. Williams & Rosalie Liccardo Pacula & Frank J. Chaloupka & Henry Wechsler, 2004. "Alcohol and marijuana use among college students: economic complements or substitutes?," Health Economics, John Wiley & Sons, Ltd., vol. 13(9), pages 825-843.
  4. Poirier, Dale J., 1980. "Partial observability in bivariate probit models," Journal of Econometrics, Elsevier, vol. 12(2), pages 209-217, February.
  5. Murphy, Kevin M & Topel, Robert H, 1985. "Estimation and Inference in Two-Step Econometric Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(4), pages 370-79, October.
  6. Frank J. Chaloupka & Adit Laixuthai, 1994. "Do Youths Substitute Alcohol and Marijuana? Some Econometric Evidence," NBER Working Papers 4662, National Bureau of Economic Research, Inc.
  7. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
  8. Dee, Thomas S., 1999. "The complementarity of teen smoking and drinking," Journal of Health Economics, Elsevier, vol. 18(6), pages 769-793, December.
  9. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-75, March.
  10. Sandra L. Decker & Amy Ellen Schwartz, 2000. "Cigarettes and Alcohol: Substitutes or Complements?," NBER Working Papers 7535, National Bureau of Economic Research, Inc.
  11. Cameron, Lisa & Williams, Jenny, 2001. "Cannabis, Alcohol and Cigarettes: Substitutes or Complements?," The Economic Record, The Economic Society of Australia, vol. 77(236), pages 19-34, March.
  12. Joshua Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," NBER Working Papers 8456, National Bureau of Economic Research, Inc.
  13. Davis, George C. & Kim, Sung-Yong, 2002. "Measuring instrument relevance in the single endogenous regressor-multiple instrument case: a simplifying procedure," Economics Letters, Elsevier, vol. 74(3), pages 321-325, February.
  14. Mikael Bask & Maria Melkersson, 2004. "Rationally addicted to drinking and smoking?," Applied Economics, Taylor & Francis Journals, vol. 36(4), pages 373-381.
  15. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
  16. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-85, May.
  17. Florkowski, Wojciech J. & McNamara, Kevin T., 1992. "Policy implications of alcohol and tobacco demand in Poland," Journal of Policy Modeling, Elsevier, vol. 14(1), pages 93-98, February.
  18. Christian Bantle & John P. Haisken-DeNew, 2002. "Smoke Signals: The Intergenerational Transmission of Smoking Behavior," Discussion Papers of DIW Berlin 277, DIW Berlin, German Institute for Economic Research.
  19. Gabriel A. Picone & Frank Sloan & Justin G. Trogdon, 2004. "The effect of the tobacco settlement and smoking bans on alcohol consumption," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 1063-1080.
  20. Jones, Andrew M, 1989. "A Systems Approach to the Demand for Alcohol and Tobacco," Bulletin of Economic Research, Wiley Blackwell, vol. 41(2), pages 85-105, April.
  21. Nelson, Forrest & Olson, Lawrence, 1978. "Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 695-709, October.
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