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Threshold Effects in Cigarette Addiction: An Application of the Threshold Model in Dynamic Panels

Author

Listed:
  • Yi-Chi Chen

    (Department of Economics, National Cheng Kung University)

  • Chang-Ching Lin

    (Institute of Economics, Academia Sinica)

Abstract

We adopt the threshold model of myopic cigarette addiction to US state-level panel data. The threshold model is used to identify the structural effects of cigarette demand determinants across the income stratification. Furthermore, we apply a bootstrap approach to correct for the small-sample bias that arises in the dynamic panel threshold model with fixed effects. Our empirical results indicate that there exists the heterogeneity of smoking dynamics across consumers.

Suggested Citation

  • Yi-Chi Chen & Chang-Ching Lin, 2010. "Threshold Effects in Cigarette Addiction: An Application of the Threshold Model in Dynamic Panels," Economics Bulletin, AccessEcon, vol. 30(4), pages 3128-3142.
    • Handle: RePEc:ebl:ecbull:eb-10-00275
    as

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    1. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    2. Gilbert Colletaz & Christophe Hurlin, 2006. "Threshold Effects in the Public Capital Productivity: an International Panel Smooth Transition Approach," Post-Print halshs-00257487, HAL.
    3. Bun, Maurice J. G. & Kiviet, Jan F., 2003. "On the diminishing returns of higher-order terms in asymptotic expansions of bias," Economics Letters, Elsevier, vol. 79(2), pages 145-152, May.
    4. John Tauras & Lisa Powell & Frank Chaloupka & Hana Ross, 2007. "The demand for smokeless tobacco among male high school students in the United States: the impact of taxes, prices and policies," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 31-41.
    5. Bwo‐Nung Huang & Chin‐Wei Yang, 2006. "Demand for cigarettes revisited: an application of the threshold regression model," Agricultural Economics, International Association of Agricultural Economists, vol. 34(1), pages 81-86, January.
    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. Javier Alvarez & Manuel Arellano, 2003. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Econometrica, Econometric Society, vol. 71(4), pages 1121-1159, July.
    8. Masten, Arjana Brezigar & Coricelli, Fabrizio & Masten, Igor, 2008. "Non-linear growth effects of financial development: Does financial integration matter?," Journal of International Money and Finance, Elsevier, vol. 27(2), pages 295-313, March.
    9. 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.
    10. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    11. 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.
    12. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    13. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    14. McGuinness, Tony & Cowling, Keith, 1975. "Advertising and the aggregate demand for cigarettes," European Economic Review, Elsevier, vol. 6(3), pages 311-328, July.
    15. Dick van Dijk & Dennis Fok & Philip Hans Franses, 2005. "A multi-level panel STAR model for US manufacturing sectors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(6), pages 811-827.
    16. Baltagi, Badi H & Levin, Dan, 1986. "Estimating Dynamic Demand for Cigarettes Using Panel Data: The Effects of Bootlegging, Taxation and Advertising Reconsidered," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 148-155, February.
    17. Natsuko Iwasaki & Carol Horton Tremblay & Victor J. Tremblay, 2006. "Advertising Restrictions And Cigarette Smoking: Evidence From Myopic And Rational Addiction Models," Contemporary Economic Policy, Western Economic Association International, vol. 24(3), pages 370-381, July.
    18. Hamilton, James L, 1972. "The Demand for Cigarettes: Advertising, the Health Scare, and the Cigarette Advertising Ban," The Review of Economics and Statistics, MIT Press, vol. 54(4), pages 401-411, November.
    19. Lanoie, Paul & Leclair, Paul, 1998. "Taxation or regulation:: Looking for a good anti-smoking policy," Economics Letters, Elsevier, vol. 58(1), pages 85-89, January.
    20. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    21. Fenn, Aju J. & Antonovitz, Frances & Schroeter, John R., 2001. "Cigarettes and addiction information: new evidence in support of the rational addiction model," Economics Letters, Elsevier, vol. 72(1), pages 39-45, July.
    22. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    23. Wasserman, Jeffrey & Manning, Willard G. & Newhouse, Joseph P. & Winkler, John D., 1991. "The effects of excise taxes and regulations on cigarette smoking," Journal of Health Economics, Elsevier, vol. 10(1), pages 43-64, May.
    24. Jha, Prabhat & Chaloupka, Frank (ed.), 2000. "Tobacco Control in Developing Countries," OUP Catalogue, Oxford University Press, number 9780192632463.
    25. 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.
    26. Rajeev K. Goel & Michael A. Nelson, 2006. "The Effectiveness of Anti‐Smoking Legislation: A Review," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 325-355, July.
    27. Sloan, Frank A. & Smith, V. Kerry & Taylor, Donald Jr., 2002. "Information, addiction, and 'bad choices': lessons from a century of cigarettes," Economics Letters, Elsevier, vol. 77(2), pages 147-155, October.
    28. Tsung‐Wu Ho, 2006. "Income Thresholds And Growth Convergence: A Panel Data Approach," Manchester School, University of Manchester, vol. 74(2), pages 170-189, March.
    29. Michael Graff & Alexander Karmann, 2006. "What Determines the Finance-growth Nexus? Empirical Evidence for Threshold Models," Journal of Economics, Springer, vol. 87(2), pages 127-157, March.
    30. 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.
    31. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    32. Badi H. Baltagi & James M. Griffin & Weiwen Xiong, 2000. "To Pool Or Not To Pool: Homogeneous Versus Hetergeneous Estimations Applied to Cigarette Demand," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 117-126, February.
    33. Shen, Chung-Hua & Chen, Chien-Fu, 2008. "Causality between banking and currency fragilities: A dynamic panel model," Global Finance Journal, Elsevier, vol. 19(2), pages 85-101.
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    More about this item

    Keywords

    Cigarettes demand; price elasticity; threshold regression model; dynamic panel model; bias correction; bootstrap;
    All these keywords.

    JEL classification:

    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
    • I1 - Health, Education, and Welfare - - Health

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