IDEAS home Printed from https://ideas.repec.org/p/ecm/ausm04/301.html
   My bibliography  Save this paper

Alcohol Consumption in Australia: An Application of the Ordered Generalised Extreme Value Model

Author

Listed:
  • Xueyan Zhao
  • Mark Harris
  • Preety Ramful

Abstract

The adverse effects of excessive alcohol consumption are well-known. Of great concern to policy makers is to understand the potentially different drivers for consumers of different levels of alcohol consumption. Using unit record data from the Australian Drug Strategy Household Surveys, this paper estimates an Ordered Generalised Extreme Value model to identify the factors that influence differing levels of alcohol consumption. Unlike previous studies using inflexible approaches such as Ordered Probits/Logits or Multinomial Logits, the OGEV model is both flexible and consistent with random utility maximization. The results suggest that important drivers are: age; income; education; gender; and own and cross-pric

Suggested Citation

  • Xueyan Zhao & Mark Harris & Preety Ramful, 2004. "Alcohol Consumption in Australia: An Application of the Ordered Generalised Extreme Value Model," Econometric Society 2004 Australasian Meetings 301, Econometric Society.
    • Handle: RePEc:ecm:ausm04:301
    as

    Download full text from publisher

    File URL: http://repec.org/esAUSM04/up.15009.1077947115.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yew Liang Lee, 2003. "Wage Effects of Drinking in Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 36(3), pages 265-282, September.
    2. Fry, Tim R. L. & Harris, Mark N., 1996. "A Monte Carlo study of tests for the independence of irrelevant alternatives property," Transportation Research Part B: Methodological, Elsevier, vol. 30(1), pages 19-30, February.
    3. Small, Kenneth A, 1987. "A Discrete Choice Model for Ordered Alternatives," Econometrica, Econometric Society, vol. 55(2), pages 409-424, March.
    4. Henry Saffer & Frank Chaloupka, 1994. "Alcohol Tax Equalization and Social Costs," Eastern Economic Journal, Eastern Economic Association, vol. 20(1), pages 33-43, Winter.
    5. Farrell, Susan & Manning, Willard G. & Finch, Michael D., 2003. "Alcohol dependence and the price of alcoholic beverages," Journal of Health Economics, Elsevier, vol. 22(1), pages 117-147, January.
    6. Frank J. Chaloupka & Adit Laixuthai, 1997. "Do Youths Substitute Alcohol and Marijuana? Some Econometric Evidence," Eastern Economic Journal, Eastern Economic Association, vol. 23(3), pages 253-276, Summer.
    7. Lisa Cameron & Jenny Williams, 2001. "Cannabis, Alcohol and Cigarettes: Substitutes or Complements?," The Economic Record, The Economic Society of Australia, vol. 77(236), pages 19-34, March.
    8. Coate, Douglas & Grossman, Michael, 1988. "Effects of Alcoholic Beverage Prices and Legal Drinking Ages on Youth Alcohol Use," Journal of Law and Economics, University of Chicago Press, vol. 31(1), pages 145-171, April.
    9. Adit Laixuthai & Frank J. Chaloupka, 1993. "Youth Alcohol Use And Public Policy," Contemporary Economic Policy, Western Economic Association International, vol. 11(4), pages 70-81, October.
    10. Frank J. Chaloupka & Henry Wechsler, 1996. "Binge Drinking In College: The Impact Of Price, Availability, And Alcohol Control Policies," Contemporary Economic Policy, Western Economic Association International, vol. 14(4), pages 112-124, October.
    11. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    12. 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.
    13. 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.
    14. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ramful, Preety & Zhao, Xueyan, 2006. "Heterogeneity in Alcohol Consumption: The Case of Beer, Wine and Spirits in Australia," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25359, International Association of Agricultural Economists.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Harris, Mark N. & Ramful, Preety & Zhao, Xueyan, 2006. "An ordered generalised extreme value model with application to alcohol consumption in Australia," Journal of Health Economics, Elsevier, vol. 25(4), pages 782-801, July.
    2. Cook, Philip J. & Moore, Michael J., 2000. "Alcohol," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 30, pages 1629-1673, Elsevier.
    3. Cook, Philip J. & Moore, Michael J., 1999. "Alcohol," Working Papers 156, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    4. Nelson, Jon P., 2014. "Binge Drinking, Alcohol Prices, And Alcohol Taxes," Working Papers 164652, American Association of Wine Economists.
    5. Dhaval Dave & Henry Saffer, 2007. "Risk Tolerance and Alcohol Demand Among Adults and Older Adults," NBER Working Papers 13482, National Bureau of Economic Research, Inc.
    6. Ruhm, Christopher J. & Jones, Alison Snow & McGeary, Kerry Anne & Kerr, William C. & Terza, Joseph V. & Greenfield, Thomas K. & Pandian, Ravi S., 2012. "What U.S. data should be used to measure the price elasticity of demand for alcohol?," Journal of Health Economics, Elsevier, vol. 31(6), pages 851-862.
    7. Jon Nelson, 2015. "Binge drinking and alcohol prices: a systematic review of age-related results from econometric studies, natural experiments and field studies," Health Economics Review, Springer, vol. 5(1), pages 1-13, December.
    8. Dave, Dhaval & Saffer, Henry, 2008. "Alcohol demand and risk preference," Journal of Economic Psychology, Elsevier, vol. 29(6), pages 810-831, December.
    9. Parry, Ian W.H. & Laxminarayan, Ramanan & West, Sarah E., 2006. "Fiscal and Externality Rationales for Alcohol Taxes," RFF Working Paper Series dp-06-51, Resources for the Future.
    10. Frank J. Chaloupka & Henry Wechsler, 1995. "The Impact of Price, Availability, and Alcohol Control Policies on Binge Drinking in College," NBER Working Papers 5319, National Bureau of Economic Research, Inc.
    11. Ramful, Preety & Zhao, Xueyan, 2006. "Heterogeneity in Alcohol Consumption: The Case of Beer, Wine and Spirits in Australia," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25359, International Association of Agricultural Economists.
    12. Sijbren Cnossen, 2006. "Alcohol Taxation and Regulation in the European Union," CESifo Working Paper Series 1821, CESifo.
    13. M. Christopher Auld, 1998. "Wages, Alcohol Use, and Smoking: Simultaneous Estimates," HEW 9808001, University Library of Munich, Germany.
    14. Angela K. Dills, 2004. "Alcohol Prohibition and Cirrhosis," American Law and Economics Review, American Law and Economics Association, vol. 6(2), pages 285-318.
    15. Grossman, Michael & Chaloupka, Frank J & Sirtalan, Ismail, 1998. "An Empirical Analysis of Alcohol Addiction: Results from the Monitoring the Future Panels," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 39-48, January.
    16. Michael Grossman, 1993. "Policy Watch: Alcohol and Cigarette Taxes," Journal of Economic Perspectives, American Economic Association, vol. 7(4), pages 211-222, Fall.
    17. Brent D. Mast & Bruce L. Benson & David W. Rasmussen, 1999. "Beer Taxation and Alcohol‐Related Traffic Fatalities," Southern Economic Journal, John Wiley & Sons, vol. 66(2), pages 214-249, October.
    18. West, Sara E. & Parry, Ian W.H., 2009. "Alcohol-Leisure Complementarity: Empirical Estimates and Implications for Tax Policy," National Tax Journal, National Tax Association;National Tax Journal, vol. 62(4), pages 611-633, December.
    19. Farrell, Susan & Manning, Willard G. & Finch, Michael D., 2003. "Alcohol dependence and the price of alcoholic beverages," Journal of Health Economics, Elsevier, vol. 22(1), pages 117-147, January.
    20. Yen, Steven T. & Yuan, Yan & Liu, Xiaowen, 2009. "Alcohol consumption by men in China: A non-Gaussian censored system approach," China Economic Review, Elsevier, vol. 20(2), pages 162-173, June.

    More about this item

    Keywords

    Drug consumption; discrete ordered data; Ordered Generalised Extreme Value model; random utility maximisation; rational addiction.;
    All these keywords.

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • D1 - Microeconomics - - Household Behavior
    • I1 - Health, Education, and Welfare - - Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ecm:ausm04:301. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F. Baum (email available below). General contact details of provider: https://edirc.repec.org/data/essssea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.