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Smoking Czechs: Modelling Tobacco Consumption and Taxation

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  • Karel Janda
  • Martin Strobl

Abstract

We model the future tobacco consumption, size of smoking population and governmental tax revenues in the Czech Republic. The main model assumption states that smokers determine their future tobacco consumption behaviour as adolescents. Further assumptions make the model applicable to the data from the Czech National Monitoring Centre for Drugs and Drug Addiction. Future teenage smoking rates and average consumption are the inputs to the model; consumption growth coefficients for each age category are estimated using zero-inflated negative binomial regression. Several scenarios are built to model possible developments, including extreme cases. All our scenarios show that all model outcomes are going to grow until 2028 in a very similar pattern. In particular, the projected number of smokers in 2028 is by 4-8% higher than in 2013, the total daily tobacco consumption and tax revenue by 7-26%. This increase is induced by aging of large birth cohorts.

Suggested Citation

  • Karel Janda & Martin Strobl, 2019. "Smoking Czechs: Modelling Tobacco Consumption and Taxation," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(1), pages 3-29.
  • Handle: RePEc:prg:jnlpep:v:2019:y:2019:i:1:id:685:p:3-29
    DOI: 10.18267/j.pep.685
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    1. Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    2. Ross, Hana PhD & Chaloupka, Frank J. PhD, 2001. "The Effect of Cigarette Prices on Youth Smoking," University of California at San Francisco, Center for Tobacco Control Research and Education qt8004m9n5, Center for Tobacco Control Research and Education, UC San Francisco.
    3. 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.
    4. Mori, Hiroshi & Clason, Dennis L., 2004. "A Cohort Approach for Predicting Future Eating Habits: The Case of At-Home Consumption of Fresh Fish and Meat in an Aging Japanese Society," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 7(01), pages 1-20.
    5. Filip Pertold, 2009. "Sorting into Secondary Education and Peer Effects in Youth Smoking," CERGE-EI Working Papers wp399, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    6. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    7. Hana Ross & Frank J. Chaloupka, 2003. "The effect of cigarette prices on youth smoking," Health Economics, John Wiley & Sons, Ltd., vol. 12(3), pages 217-230, March.
    8. 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.
    9. 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.
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    More about this item

    Keywords

    smoking; tobacco; cigarettes; consumption; taxation; forecasting;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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