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Smoking persistence in Europe: A semi-parametric panel data analysis with selectivity

  • Dimitris Christelis

    ()

    (Department of Economics, University Of Venice Cà Foscari)

  • Anna Sanz-de-Galdeano

    ()

    (Department of Economics and Economic History, Universitat Autònoma de Barcelona)

We study smoking persistence, which can be due to both true state dependence and individual unobserved heterogeneity, in ten European countries. We distinguish between the two sources of persistence by using semi-parametric dynamic panel selection methods, applied to both smoking participation and cigarette consumption. We find that for both smoking decisions true state dependence is generally much smaller when unobserved individual heterogeneity is taken into account, and we also uncover large differences in true state dependence across countries. Finally, allowing for heaping in the reported number of cigarettes smoked considerably improves the fit of our model.

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Paper provided by Department of Economics, University of Venice "Ca' Foscari" in its series Working Papers with number 2010_15.

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Length: 44
Date of creation: 2010
Date of revision:
Handle: RePEc:ven:wpaper:2010_15
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  1. Donna B. Gilleskie & Koleman S. Strumpf, 2000. "The Behavioral Dynamics of Youth Smoking," NBER Working Papers 7838, National Bureau of Economic Research, Inc.
  2. Gary S.Grossman Becker & Michael Murphy & Kevin M., 1991. "Rational Addiction and the Effect of Price on Consumption," University of Chicago - George G. Stigler Center for Study of Economy and State 68, Chicago - Center for Study of Economy and State.
  3. Pierre-Carl Michaud & Konstantinos Tatsiramos, 2008. "Fertility and Female Employment Dynamics in Europe: The Effect of Using Alternative Econometric Modeling Assumptions," Working Papers 643, RAND Corporation Publications Department.
  4. Mark Coppejans & Donna Gilleskie & Holger Sieg & Koleman Strumpf, 2006. "Consumer Demand under Price Uncertainty: Empirical Evidence from the Market for Cigarettes," NBER Working Papers 12156, National Bureau of Economic Research, Inc.
  5. Raquel Carrasco & José M. Labeaga & J. David López-Salido, 2002. "Consumption And Habits: Evidence From Panel Data," Economics Working Papers we023415, Universidad Carlos III, Departamento de Economía.
  6. Timothy J Halliday, 2005. "Heterogeneity, State Dependence and Health," Working Papers 200503, University of Hawaii at Manoa, Department of Economics.
  7. David M. Cutler & Edward L. Glaeser, 2006. "Why Do Europeans Smoke More than Americans?," NBER Working Papers 12124, National Bureau of Economic Research, Inc.
  8. M. Dolores Collado & Martin Browning, 2007. "Habits and heterogeneity in demands: a panel data analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 625-640.
  9. Mroz, Thomas A., 1999. "Discrete factor approximations in simultaneous equation models: Estimating the impact of a dummy endogenous variable on a continuous outcome," Journal of Econometrics, Elsevier, vol. 92(2), pages 233-274, October.
  10. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
  11. Anastasia Semykina & Jeffrey M. Wooldridge, 2013. "Estimation of dynamic panel data models with sample selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 47-61, 01.
  12. Jonathan Gruber & Jonathan Zinman, 2000. "Youth Smoking in the U.S.: Evidence and Implications," NBER Working Papers 7780, National Bureau of Economic Research, Inc.
  13. Harris, Mark N. & Zhao, Xueyan, 2007. "A zero-inflated ordered probit model, with an application to modelling tobacco consumption," Journal of Econometrics, Elsevier, vol. 141(2), pages 1073-1099, December.
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