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The Causal Effects of Youth Cigarette Addiction and Education

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  • Rong Hai

    (Department of Economics, University of Miami)

Abstract

We develop and estimate a life-cycle model in a rational addiction framework where youth choose to smoke, attend school, work part-time, and consume while facing borrowing constraints. The model features multiple channels for studying the reciprocal causal effects of addiction and education. Variations in endowments and cigarette prices are sources of identification. We show that education causally reduces smoking. A counterfactual experiment finds that in absence of cigarettes, college attendance rises by three percentage points in the population. A practical alternative of 40% additional excise tax achieves similar results. Impacts vary substantially across persons of different cognitive and non-cognitive abilities.

Suggested Citation

  • Rong Hai, 2022. "The Causal Effects of Youth Cigarette Addiction and Education," Working Papers wp2022-01, University of Miami, Department of Economics.
  • Handle: RePEc:mia:wpaper:wp2022-01
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    References listed on IDEAS

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    1. Rong Hai & James Heckman, 2017. "Inequality in Human Capital and Endogenous Credit Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 4-36, April.
    2. Angus Deaton, 2015. "The Great Escape: Health, Wealth, and the Origins of Inequality," Economics Books, Princeton University Press, edition 1, number 10054.
    3. Gary S. Becker & Kevin M. Murphy, 1994. "The Division of Labor, Coordination Costs, and Knowledge," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 299-322, National Bureau of Economic Research, Inc.
    4. Lance J. Lochner & Alexander Monge-Naranjo, 2011. "The Nature of Credit Constraints and Human Capital," American Economic Review, American Economic Association, vol. 101(6), pages 2487-2529, October.
    5. Jérôme Adda & Valérie Lechene, 2013. "Health Selection and the Effect of Smoking on Mortality," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(3), pages 902-931, July.
    6. Altonji, Joseph G & Segal, Lewis M, 1996. "Small-Sample Bias in GMM Estimation of Covariance Structures," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 353-366, July.
    7. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 729-758.
    8. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February.
    9. Brant Abbott & Giovanni Gallipoli & Costas Meghir & Giovanni L. Violante, 2019. "Education Policy and Intergenerational Transfers in Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2569-2624.
    10. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    11. Goldman, Dana & Smith, James P., 2011. "The increasing value of education to health," Social Science & Medicine, Elsevier, vol. 72(10), pages 1728-1737, May.
    12. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    13. Elizabeth M. Caucutt & Lance Lochner, 2020. "Early and Late Human Capital Investments, Borrowing Constraints, and the Family," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 1065-1147.
    14. Greg Kaplan, 2012. "Moving Back Home: Insurance against Labor Market Risk," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 446-512.
    15. Cuong Viet Nguyen & Thu Thi Le & Nguyen Hanh Nguyen, 2021. "The impact of cigarette prices on smoking participation and tobacco expenditure in Vietnam," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-20, December.
    16. Gabriella Conti & James Heckman & Sergio Urzua, 2010. "The Education-Health Gradient," American Economic Review, American Economic Association, vol. 100(2), pages 234-238, May.
    17. Matthew T. Johnson, 2013. "Borrowing Constraints, College Enrollment, and Delayed Entry," Journal of Labor Economics, University of Chicago Press, vol. 31(4), pages 669-725.
    18. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    19. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    20. Browning, Martin & Hansen, Lars Peter & Heckman, James J., 1999. "Micro data and general equilibrium models," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 8, pages 543-633, Elsevier.
    21. 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.
    22. Simon Burgess & Eleanor Sanderson & Marcela Umana-Aponte, 2011. "School ties: An analysis of homophily in an adolescent friendship network," The Centre for Market and Public Organisation 11/267, The Centre for Market and Public Organisation, University of Bristol, UK.
    23. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    24. Satyajit Chatterjee & Dean Corbae & Makoto Nakajima & José-Víctor Ríos-Rull, 2007. "A Quantitative Theory of Unsecured Consumer Credit with Risk of Default," Econometrica, Econometric Society, vol. 75(6), pages 1525-1589, November.
    25. repec:mpr:mprres:7891 is not listed on IDEAS
    26. 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.
    27. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    28. Jason M. Fletcher & Stephen L. Ross & Yuxiu Zhang, 2013. "The Determinants and Consequences of Friendship Composition," Working papers 2013-31, University of Connecticut, Department of Economics.
    29. Guindon, G.E. & Paraje, G.R. & Chaloupka, F.J., 2015. "The impact of prices and taxes on the use of tobacco products in latin america and the caribbean," American Journal of Public Health, American Public Health Association, vol. 105(3), pages 9-19.
    30. Benjamin Williams, 2018. "Identification of the Linear Factor Model," Working Papers 2018-002, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting.
    31. Matthew T. Johnson, 2013. "Borrowing Constraints, College Enrollment, and Delayed Entry," Mathematica Policy Research Reports 57fc00235c3a47ff92cb253f9, Mathematica Policy Research.
    32. Orphanides, Athanasios & Zervos, David, 1998. "Myopia and Addictive Behaviour," Economic Journal, Royal Economic Society, vol. 108(446), pages 75-91, January.
    33. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    34. 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.
    35. Pollak, Robert A, 1970. "Habit Formation and Dynamic Demand Functions," Journal of Political Economy, University of Chicago Press, vol. 78(4), pages 745-763, Part I Ju.
    36. Rong Hai & James Heckman, 2017. "Inequality in Human Capital and Endogenous Credit Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 4-36, April.
    37. Michael Grossman, 2008. "The Relationship Between Health and Schooling," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 34(3), pages 281-292.
    38. Keane, Michael P & Wolpin, Kenneth I, 2001. "The Effect of Parental Transfers and Borrowing Constraints on Educational Attainment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1051-1103, November.
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    More about this item

    JEL classification:

    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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