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How Do Smokers Respond to Cigarette Taxes? Evidence from China's Cigarette Industry

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  • Hong Liu
  • John A. Rizzo
  • Qi Sun
  • Fang Wu

Abstract

This paper examines how Chinese smokers respond to tax‐driven cigarette price increases by estimating a discrete choice model of demand for differentiated products, using annual nationwide brand‐level cigarette sales data in China from 2005 to 2010. We allow for substitution between different cigarette brands and also incorporate key features of rational addiction theory into the model. Results show that the average own‐price elasticity of demand for cigarettes at the brand level is –0.807, and the overall price elasticity of cigarettes at the market level is –0.488 in China. We find tax‐induced substitution toward low‐price cigarettes as well as high‐tar cigarettes and that tax hikes encourage within‐class substitution more than across‐class substitution. These results have important policy implications for the potential effects of cigarette taxation. Copyright © 2014 John Wiley & Sons, Ltd.

Suggested Citation

  • Hong Liu & John A. Rizzo & Qi Sun & Fang Wu, 2015. "How Do Smokers Respond to Cigarette Taxes? Evidence from China's Cigarette Industry," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1314-1330, October.
  • Handle: RePEc:wly:hlthec:v:24:y:2015:i:10:p:1314-1330
    DOI: 10.1002/hec.3084
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    as
    1. J?r?me Adda & Francesca Cornaglia, 2013. "Taxes, Cigarette Consumption, and Smoking Intensity: Reply," American Economic Review, American Economic Association, vol. 103(7), pages 3102-3114, December.
    2. Daniel A. Ackerberg & Marc Rysman, 2005. "Unobserved Product Differentiation in Discrete-Choice Models: Estimating Price Elasticities and Welfare Effects," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 771-788, Winter.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Harris, Jeffrey E, 1980. "Taxing Tar and Nicotine," American Economic Review, American Economic Association, vol. 70(3), pages 300-311, June.
    5. William N. Evans & Matthew C. Farrelly, 1998. "The Compensating Behavior of Smokers: Taxes, Tar, and Nicotine," RAND Journal of Economics, The RAND Corporation, vol. 29(3), pages 578-595, Autumn.
    6. Shi Qi, 2013. "The impact of advertising regulation on industry: the cigarette advertising ban of 1971," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 215-248, June.
    7. Deaton, Angus, 1988. "Quality, Quantity, and Spatial Variation of Price," American Economic Review, American Economic Association, vol. 78(3), pages 418-430, June.
    8. Aviv Nevo, 2000. "Mergers with Differentiated Products: The Case of the Ready-to-Eat Cereal Industry," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 395-421, Autumn.
    9. Ciliberto Federico & Kuminoff Nicolai V, 2010. "Public Policy and Market Competition: How the Master Settlement Agreement Changed the Cigarette Industry," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-46, July.
    10. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    11. Haiyan Deng & Alyson C. Ma, 2010. "Market Structure And Pricing Strategy Of China'S Automobile Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 58(4), pages 818-845, December.
    12. Chaloupka, Frank J. & Warner, Kenneth E., 2000. "The economics of smoking," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 29, pages 1539-1627, Elsevier.
    13. Qinghua Zhang & Heng-fu Zou, 2012. "Regional Inequality in Contemporary China," Annals of Economics and Finance, Society for AEF, vol. 13(1), pages 113-137, May.
    14. Lance, Peter M. & Akin, John S. & Dow, William H. & Loh, Chung-Ping, 2004. "Is cigarette smoking in poorer nations highly sensitive to price?: Evidence from Russia and China," Journal of Health Economics, Elsevier, vol. 23(1), pages 173-189, January.
    15. Jason Abrevaya & Laura Puzzello, 2012. "Taxes, Cigarette Consumption, and Smoking Intensity: Comment," American Economic Review, American Economic Association, vol. 102(4), pages 1751-1763, June.
    16. Mark Coppejans & Donna Gilleskie & Holger Sieg & Koleman Strumpf, 2007. "Consumer Demand under Price Uncertainty: Empirical Evidence from the Market for Cigarettes," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 510-521, August.
    17. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    18. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    19. Warner, K.E., 1990. "Tobacco taxation as health policy in the Third World," American Journal of Public Health, American Public Health Association, vol. 80(5), pages 529-531.
    20. Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
    21. H. S. Houthakker, 1952. "Compensated Changes in Quantities and Qualities Consumed," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 19(3), pages 155-164.
    22. Barzel, Yoram, 1976. "An Alternative Approach to the Analysis of Taxation," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1177-1197, December.
    23. M.C. Farrelly & C.T. Nimsch & A. Hyland & M. Cummings, 2004. "The effects of higher cigarette prices on tar and nicotine consumption in a cohort of adult smokers," Health Economics, John Wiley & Sons, Ltd., vol. 13(1), pages 49-58, January.
    24. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    25. BISHOP, John A. & Liu, Haiyong & Meng, Qi, 2007. "Are Chinese smokers sensitive to price?," China Economic Review, Elsevier, vol. 18(2), pages 113-121.
    26. Sayginsoy, Ozgen & Yurekli, Ayda A. & de Beyer, Joy, 2002. "Cigarette Demand, Taxation, and the Poor: A Case Study of Bulgaria," University of California at San Francisco, Center for Tobacco Control Research and Education qt35g997q4, Center for Tobacco Control Research and Education, UC San Francisco.
    27. Yuyu Chen & Weibo Xing, 2016. "Quantity, Quality, and Regional Price Variation of Cigarettes: Demand Analysis Based on a Household Survey in China," World Scientific Book Chapters, in: Teh-wei Hu (ed.), Economics of Tobacco Control in China From Policy Research to Practice, chapter 5, pages 61-87, World Scientific Publishing Co. Pte. Ltd..
    28. Jérôme Adda & Francesca Cornaglia, 2006. "Taxes, Cigarette Consumption, and Smoking Intensity," American Economic Review, American Economic Association, vol. 96(4), pages 1013-1028, September.
    29. 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.
    30. Chapman, S. & Richardson, J., 1990. "Tobacco excise and declining tobacco consumption: The case of Papua New Guinea," American Journal of Public Health, American Public Health Association, vol. 80(5), pages 537-540.
    31. Junji Xiao, 2008. "Technological advances in digital cameras: Welfare analysis on easy-to-use characteristics," Marketing Letters, Springer, vol. 19(2), pages 171-181, June.
    32. Bresnahan, Timothy F, 1987. "Competition and Collusion in the American Automobile Industry: The 1955 Price War," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 457-482, June.
    33. Wei Tan, 2006. "The Effects of Taxes and Advertising Restrictions on the Market Structure of the U.S. Cigarette Market," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(3), pages 231-251, May.
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