The effect of physician advice on alcohol consumption: count regression with an endogenous treatment effect
Although there are encouraging trends, alcohol abuse continues to be a significant public health problem. Econometric studies of alcohol demand have yielded a great deal of information for alcohol abuse prevention policy. These studies suggest that higher alcohol taxes and stricter drunk-driving policies can reduce heavy drinking and drunk driving. In this paper we explore the role physician advice plays in the campaign to prevent alcohol-related problems. Compared to alcohol taxation, physician advice is a more precisely targeted intervention that does not impose extra costs on responsible drinkers. Compared to the resource costs of arresting, processing, and punishing drunk drivers, physician advice may be a lower-cost intervention. To provide a basis for alcohol policy analysis, we use an alcohol demand framework to test whether physician-provided information about the adverse consequences of alcohol abuse shifts demand to more moderate levels. There are three aspects of our alcohol demand model that complicate the estimation: (1) the dependent variable is non-negative (it is a count variable-number of drinks consumed); (2) a non-trivial number of sample observations have zero values for the dependent variable; and (3) because the data we use is non-experimental, the treatment variable indicating receipt of advice from a physician may be endogenous. We implement an estimation method that is specifically designed to deal with these three complicating factors. Our results show that advice has a substantial and significant impact on alcohol consumption by males with hypertension, and that failing to account for the endogeneity of advice masks this result. Copyright © 2001 John Wiley & Sons, Ltd.
Volume (Year): 16 (2001)
Issue (Month): 2 ()
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- Becker, Gary S, 1974.
"A Theory of Social Interactions,"
Journal of Political Economy,
University of Chicago Press, vol. 82(6), pages 1063-1093, Nov.-Dec..
- Gary S. Becker, 1974. "A Theory of Social Interactions," NBER Working Papers 0042, National Bureau of Economic Research, Inc.
- Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
- Ruhm, Christopher J., 1996. "Alcohol policies and highway vehicle fatalities," Journal of Health Economics, Elsevier, vol. 15(4), pages 435-454, August.
- Christopher J. Ruhm, 1995. "Alcohol Policies and Highway Vehicle Fatalities," NBER Working Papers 5195, National Bureau of Economic Research, Inc.
- Wooldridge, Jeffrey M, 1992. "Some Alternatives to the Box-Cox Regression Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(4), pages 935-955, November.
- Wooldridge, J.M., 1989. "Some Aleternative To The Box-Cox Regression Model," Working papers 534, Massachusetts Institute of Technology (MIT), Department of Economics.
- Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
- James J. Heckman, 1977. "Dummy Endogenous Variables in a Simultaneous Equation System," NBER Working Papers 0177, National Bureau of Economic Research, Inc.
- Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
- Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
- Mullahy, John & Sindelar, Jody L, 1994. "Do Drinkers Know When to Say When? An Empirical Analysis of Drunk Driving," Economic Inquiry, Western Economic Association International, vol. 32(3), pages 383-394, July.
- Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
- Chaloupka, Frank J & Saffer, Henry & Grossman, Michael, 1993. "Alcohol-Control Policies and Motor-Vehicle Fatalities," The Journal of Legal Studies, University of Chicago Press, vol. 22(1), pages 161-186, January.
- Frank J. Chaloupka & Henry Saffer & Michael Grossman, 1991. "Alcohol Control Policies and Motor Vehicle Fatalities," NBER Working Papers 3831, National Bureau of Economic Research, Inc.
- Ippolito, Pauline M & Mathios, Alan D, 1995. "Information and Advertising: The Case of Fat Consumption in the United States," American Economic Review, American Economic Association, vol. 85(2), pages 91-95, May.
- Manning, Willard G. & Blumberg, Linda & Moulton, Lawrence H., 1995. "The demand for alcohol: The differential response to price," Journal of Health Economics, Elsevier, vol. 14(2), pages 123-148, June.
- Kenkel, Donald S, 1996. "New Estimates of the Optimal Tax on Alcohol," Economic Inquiry, Western Economic Association International, vol. 34(2), pages 296-319, April.
- Lewit, Eugene M & Coate, Douglas & Grossman, Michael, 1981. "The Effects of Government Regulation on Teenage Smoking," Journal of Law and Economics, University of Chicago Press, vol. 24(3), pages 545-569, December.
- Eugene M. Lewit & Douglas Coate & Michael Grossman, 1981. "The Effects of Government Regulation on Teenage Smoking," NBER Working Papers 0655, National Bureau of Economic Research, Inc.
- Kenkel, Don, 1990. "Consumer Health Information and the Demand for Medical Care," The Review of Economics and Statistics, MIT Press, vol. 72(4), pages 587-595, November.
- Viscusi, W Kip, 1990. "Do Smokers Underestimate Risks?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1253-1269, December.
- Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- John Mullahy, 1997. "Instrumental-Variable Estimation Of Count Data Models: Applications To Models Of Cigarette Smoking Behavior," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 586-593, November.
- Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
- James Tobin, 1956. "Estimation of Relationships for Limited Dependent Variables," Cowles Foundation Discussion Papers 3R, Cowles Foundation for Research in Economics, Yale University.
- Dranove, David, 1988. "Demand Inducement and the Physician/Patient Relationship," Economic Inquiry, Western Economic Association International, vol. 26(2), pages 281-298, April. Full references (including those not matched with items on IDEAS)
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