IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-10-00275.html
   My bibliography  Save this article

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

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2010/Volume30/EB-10-V30-I4-P288.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Gilbert Colletaz & Christophe Hurlin, 2006. "Threshold Effects in the Public Capital Productivity: an International Panel Smooth Transition Approach," Post-Print halshs-00257487, HAL.
    7. 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.
    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. Jha, Prabhat & Chaloupka, Frank (ed.), 2000. "Tobacco Control in Developing Countries," OUP Catalogue, Oxford University Press, number 9780192632463.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    16. 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.
    17. 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.
    18. McGuinness, Tony & Cowling, Keith, 1975. "Advertising and the aggregate demand for cigarettes," European Economic Review, Elsevier, vol. 6(3), pages 311-328, July.
    19. 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.
    20. 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.
    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. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    3. Lena Dr䧥r & Jan-Oliver Menz & Ulrich Fritsche, 2014. "Perceived inflation under loss aversion," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 282-293, January.
    4. Xiaosheng Li & Xia Yan & Qingxian An & Ke Chen & Zhen Shen, 2016. "The coordination between China’s economic growth and environmental emission from the Environmental Kuznets Curve viewpoint," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 83(1), pages 233-252, August.
    5. Juan Carlos Cuestas & Estefanía Mourelle & Paulo José Regis, 2020. "Real exchange rate misalignments in CEECs: Have they hindered growth?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(4), pages 733-756, November.
    6. Charles L. Baum, 2009. "The effects of cigarette costs on BMI and obesity," Health Economics, John Wiley & Sons, Ltd., vol. 18(1), pages 3-19, January.
    7. Chakroun, Mohamed, 2009. "Health care expenditure and GDP: An international panel smooth transition approach," MPRA Paper 14322, University Library of Munich, Germany.
    8. Badi H. Baltagi, 2021. "Dynamic Panel Data Models," Springer Texts in Business and Economics, in: Econometric Analysis of Panel Data, edition 6, chapter 0, pages 187-228, Springer.
    9. Seydou Coulibaly, 2019. "Impact of natural resource wealth on non-resource tax revenue mobilization in Africa: Do institutions and economic diversification matter?," CERDI Working papers halshs-02108128, HAL.
    10. Gauvin, L. & McLoughlin, C. & Reinhardt, D., 2013. "Policy Uncertainty Spillovers to Emerging Markets - Evidence from Capital Flows," Working papers 435, Banque de France.
    11. Zhen Ma, 2017. "The effects of increases in cigarette prices on cigarette consumption among smokers after the Master Settlement Agreement," Review of Economics of the Household, Springer, vol. 15(4), pages 1177-1190, December.
    12. Cave, Joshua & Chaudhuri, Kausik & Kumbhakar, Subal C., 2023. "Dynamic firm performance and estimator choice: A comparison of dynamic panel data estimators," European Journal of Operational Research, Elsevier, vol. 307(1), pages 447-467.
    13. Abonazel, Mohamed R., 2016. "Bias Correction Methods for Dynamic Panel Data Models with Fixed Effects," MPRA Paper 70628, University Library of Munich, Germany.
    14. Dorothée Charlier & Mouez Fodha & Djamel Kirat, 2023. "Residential CO2 Emissions in Europe and Carbon Taxation: A Country-Level Assessment," Post-Print hal-03901487, HAL.
    15. Liu, Jin-Long & Liu, Jin-Tan & Hammitt, James K. & Chou, Shin-Yi, 1999. "The price elasticity of opium in Taiwan, 1914-1942," Journal of Health Economics, Elsevier, vol. 18(6), pages 795-810, December.
    16. Mahir Binici & Yin-Wong Cheung & Kon S. Lai, 2011. "Trade Openness, Market Competition, and Inflation: Some Sectoral Evidence from OECD Countries," CESifo Working Paper Series 3690, CESifo.
    17. Ciccarelli, Carlo & Giamboni, Luigi & Waldmann, Robert, 2007. "Cigarette smoking, pregnancy, forward looking behavior and dynamic inconsistency," MPRA Paper 8878, University Library of Munich, Germany.
    18. Cristina JUDE & Grégory LEVIEUGE, 2013. "Growth Effect of FDI in Developing Economies: the Role of Institutional Quality," LEO Working Papers / DR LEO 2251, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    19. Garita, Gus, 2009. "How Does Financial Openness Affect Economic Growth and its Components?," MPRA Paper 20099, University Library of Munich, Germany.
    20. Massimo Motta, 2013. "Advertising bans," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(1), pages 61-81, March.

    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

    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:ebl:ecbull:eb-10-00275. 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: John P. Conley (email available below). General contact details of provider: .

    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.