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Alcohol consumption by men in China: A non-Gaussian censored system approach

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  • Yen, Steven T.
  • Yuan, Yan
  • Liu, Xiaowen

Abstract

Consumption of beer, wine and spirits by men in China is investigated, using data from the 2006 China Health and Nutrition Survey. Censoring of consumption levels is accommodated by estimating a censored equation system, using quasi maximum-likelihood and copula methods which allow the specification of non-Gaussian error distributions. Findings suggest that a misspecified error distribution can obscure the effects of explanatory variables on alcohol consumption. The procedure produces very different empirical estimates from a more conventional (Gaussian) estimator. Income does not affect alcohol consumption, with socio-demographic factors such as education, employment, and marital status playing more definitive roles. Regional differences are also found.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:chieco:v:20:y:2009:i:2:p:162-173
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    1. Steven T. Yen, 2002. "Beverage consumption among US children and adolescents: full-information and quasi maximum-likelihood estimation of a censored system," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 29(1), pages 85-104, March.
    2. Xueyan Zhao & Mark N. Harris, 2004. "Demand for Marijuana, Alcohol and Tobacco: Participation, Levels of Consumption and Cross‐equation Correlations," The Economic Record, The Economic Society of Australia, vol. 80(251), pages 394-410, December.
    3. Preety Ramful & Xueyan Zhao, 2008. "Individual Heterogeneity in Alcohol Consumption: The Case of Beer, Wine and Spirits in Australia," The Economic Record, The Economic Society of Australia, vol. 84(265), pages 207-222, June.
    4. Gallet, Craig A., 2007. "The demand for alcohol: a meta-analysis of elasticities," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 1-15.
    5. Angulo, Ana Maria & Gil, Jose Maria & Gracia, Azucena, 2001. "The demand for alcoholic beverages in Spain," Agricultural Economics, Blackwell, vol. 26(1), pages 71-83, October.
    6. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1991. "Rational Addiction and the Effect of Price on Consumption," American Economic Review, American Economic Association, vol. 81(2), pages 237-241, May.
    7. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    8. Lee, Lung-Fei & Pitt, Mark M, 1986. "Microeconometric Demand Systems with Binding Nonnegativity Constraints: The Dual Approach," Econometrica, Econometric Society, vol. 54(5), pages 1237-1242, September.
    9. Steven T. Yen & Biing-Hwan Lin, 2006. "A Sample Selection Approach to Censored Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 742-749.
    10. 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.
    11. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    12. Shew-Jiuan Su & Steven Yen, 2000. "A censored system of cigarette and alcohol consumption," Applied Economics, Taylor & Francis Journals, vol. 32(6), pages 729-737.
    13. Lariviere, Eric & Larue, Bruno & Chalfant, Jim, 2000. "Modeling the demand for alcoholic beverages and advertising specifications," Agricultural Economics, Blackwell, vol. 22(2), pages 147-162, March.
    14. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    15. Steven T. Yen, 2005. "A Multivariate Sample-Selection Model: Estimating Cigarette and Alcohol Demands with Zero Observations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 453-466.
    16. 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.
    17. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
    18. 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.
    19. 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.
    20. Steven T. Yen & Biing-Hwan Lin & David M. Smallwood, 2003. "Quasi- and Simulated-Likelihood Approaches to Censored Demand Systems: Food Consumption by Food Stamp Recipients in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 458-478.
    21. Steven T. Yen & Helen H. Jensen, 1995. "Determinants of Household Expenditures on Alcohol," Center for Agricultural and Rural Development (CARD) Publications 95-wp144, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    22. Henry Saffer & Frank J. Chaloupka, 1999. "Demographic Differentials in the Demand for Alcohol and Illicit Drugs," NBER Chapters, in: The Economic Analysis of Substance Use and Abuse: An Integration of Econometric and Behavioral Economic Research, pages 187-212, National Bureau of Economic Research, Inc.
    23. 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.
    24. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    25. Trivedi, Pravin K. & Zimmer, David M., 2007. "Copula Modeling: An Introduction for Practitioners," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(1), pages 1-111, April.
    26. Andrew Tan & Steven Yen & Rodolfo Nayga, 2009. "Factors Affecting Alcohol Purchase Decisions and Expenditures: A Sample Selection Analysis by Ethnicity in Malaysia," Journal of Family and Economic Issues, Springer, vol. 30(2), pages 149-159, June.
    27. Bénédicte Vidaillet & V. d'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
    28. Kimhi, Ayal, 1999. "On the Tradeoff between Computational Simplicity and Asymptotic Properties in Multivariate Probit," Computational Economics, Springer;Society for Computational Economics, vol. 13(1), pages 93-101, February.
    29. Wales, T. J. & Woodland, A. D., 1983. "Estimation of consumer demand systems with binding non-negativity constraints," Journal of Econometrics, Elsevier, vol. 21(3), pages 263-285, April.
    30. Murray D. Smith, 2003. "Modelling sample selection using Archimedean copulas," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 99-123, June.
    31. Suwen Pan & Cheng Fang & Jaime Malaga, 2006. "Alcoholic beverage consumption in China: a censored demand system approach," Applied Economics Letters, Taylor & Francis Journals, vol. 13(15), pages 975-979.
    32. Marc Ground & Steven F Koch, 2008. "Hurdle Models Of Alcohol And Tobacco Expenditure In South African Households1," South African Journal of Economics, Economic Society of South Africa, vol. 76(1), pages 132-143, March.
    33. 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.
    34. 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.
    35. 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.
    36. Steven T. Yen & Biing‐Hwan Lin, 2008. "Quasi‐maximum likelihood estimation of a censored equation system with a copula approach: meat consumption by U.S. individuals," Agricultural Economics, International Association of Agricultural Economists, vol. 39(2), pages 207-217, September.
    37. Yen, Steven, 1994. "Cross-Section Estimation of US Demand for Alcoholic Beverage," Staff General Research Papers Archive 761, Iowa State University, Department of Economics.
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    4. Yanjun Ren & Bente Castro Campos & Jens-Peter Loy, 2020. "Drink and smoke; drink or smoke? The interdependence between alcohol and cigarette consumption for men in China," Empirical Economics, Springer, vol. 58(3), pages 921-955, March.
    5. Ren, Yanjun & Zhang, Yanjie & Castro Campos, Bente & Loy, Jens-Peter, 2020. "Unhealthy consumption behaviors and their intergenerational persistence: The role of education," China Economic Review, Elsevier, vol. 62(C).

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