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Dynamics of U.S. State Cigarette Consumption: Evidence from Panel Error Correction Modeling

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  • Nicholas Apergis
  • Rajeev Goel
  • James Payne

Abstract

This study uses state-level data for nearly four decades to study the dynamic demand for cigarettes, focusing especially on the long-run equilibrium relationship between cigarette consumption and its determinants as well as the short-run and long-run causal dynamics. We find the presence of cointegration with the long-run equilibrium, indicating the price elasticity of cigarette demand to be negative and inelastic, the income elasticity is positive and the border smuggling effects are significant, with substantial variations across individual states. Of the various smoking control policies considered, questions remain as to the effectiveness of aggregate anti-smoking initiatives that treat all states alike. Furthermore, the causal dynamics reveal bi-directional causality between cigarette consumption and its determinants. Some policy implications are discussed. Copyright International Atlantic Economic Society 2014

Suggested Citation

  • Nicholas Apergis & Rajeev Goel & James Payne, 2014. "Dynamics of U.S. State Cigarette Consumption: Evidence from Panel Error Correction Modeling," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 42(1), pages 3-20, March.
    • Handle: RePEc:kap:atlecj:v:42:y:2014:i:1:p:3-20
    DOI: 10.1007/s11293-013-9401-3
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    1. Craig Gallet, 2004. "The efficacy of state-level antismoking laws: Demand and supply considerations," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 28(3), pages 404-412, September.
    2. Carpenter, Christopher & Cook, Philip J., 2008. "Cigarette taxes and youth smoking: New evidence from national, state, and local Youth Risk Behavior Surveys," Journal of Health Economics, Elsevier, vol. 27(2), pages 287-299, March.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Anindya Banerjee, 1999. "Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 607-629, November.
    5. 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.
    6. Richard Cebula & Maggie Foley & Robert Houmes, 2014. "Empirical analysis of the impact of cigarette excise taxes on cigarette consumption: estimates from recent state-level data," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 38(1), pages 164-180, January.
    7. 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.
    8. Thursby, Jerry G. & Thursby, Marie C., 2000. "Interstate Cigarette Bootlegging: Extent, Revenue Losses, and Effects of Federal Intervention," National Tax Journal, National Tax Association;National Tax Journal, vol. 53(1), pages 59-78, March.
    9. Martin Forster & Andrew M. Jones, 2001. "The role of tobacco taxes in starting and quitting smoking: Duration analysis of British data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 164(3), pages 517-547.
    10. Showalter, M.H., 1998. "The effect of cigarette taxes on cigarette consumption," American Journal of Public Health, American Public Health Association, vol. 88(7), pages 1118-1119.
    11. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    12. Caroline Elliott & Yingqi Wei & Pamela Lenton, 2010. "The Effect Of Government Policy On Tobacco Advertising Strategies," Bulletin of Economic Research, Wiley Blackwell, vol. 62(3), pages 243-258, July.
    13. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    14. Goel, Rajeev K. & Nelson, Michael A., 2007. "The Master Settlement Agreement and cigarette tax policy," Journal of Policy Modeling, Elsevier, vol. 29(3), pages 431-438.
    15. 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.
    16. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    17. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    18. Jeffrey E. Harris & Sandra W. Chan, 1999. "The continuum‐of‐addiction: cigarette smoking in relation to price among Americans aged 15–29," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 81-86, February.
    19. 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.
    20. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    21. Richard Connelly & Rajeev Goel & Rati Ram, 2009. "Demand for cigarettes in the United States: effects of prices in bordering states and contiguity with Mexico and Canada," Applied Economics, Taylor & Francis Journals, vol. 41(18), pages 2255-2260.
    22. Martin Forster & Andrew M. Jones, "undated". "The role of tobacco taxes in starting and quitting smoking," Discussion Papers 00/51, Department of Economics, University of York.
    23. Josep Lluís Carrion-i-Silvestre & Tomás del Barrio-Castro & Enrique López-Bazo, 2005. "Breaking the panels: An application to the GDP per capita," Econometrics Journal, Royal Economic Society, vol. 8(2), pages 159-175, July.
    24. Craig A. Gallet & Gary A. Hoover & Junsoo Lee, 2006. "Putting Out Fires: An Examination of the Determinants of State Clean Indoor-Air Laws," Southern Economic Journal, John Wiley & Sons, vol. 73(1), pages 112-124, July.
    25. Craig A. Gallet & John A. List, 2003. "Cigarette demand: a meta‐analysis of elasticities," Health Economics, John Wiley & Sons, Ltd., vol. 12(10), pages 821-835, October.
    26. Keeler, Theodore E. & Hu, Teh-Wei & Barnett, Paul G. & Manning, Williard G., 1993. "Taxation, regulation, and addiction: A demand function for cigarettes based on time-series evidence," Journal of Health Economics, Elsevier, vol. 12(1), pages 1-18, April.
    27. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    28. Banerjee, Anindya, 1999. "Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 607-629, Special I.
    29. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    30. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    31. Rajeev Goel & Michael Nelson, 2012. "Cigarette demand and effectiveness of U.S. smoking control policies: state-level evidence for more than half a century," Empirical Economics, Springer, vol. 42(3), pages 1079-1095, June.
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    Cited by:

    1. Rajeev K. Goel & James W. Saunoris, 2019. "Cigarette smuggling: using the shadow economy or creating its own?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 43(3), pages 582-593, July.

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    More about this item

    Keywords

    Cigarettes; Panel error correction; Demand; Smuggling; Long-run equilibrium; I18; C22;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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