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Do minimum legal tobacco purchase age laws work?

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  • Ceren Ertan Yoruk
  • Baris Yoruk

Abstract

This paper uses a regression discontinuity design to estimate the impact of the minimum legal tobacco purchase age (MLTPA) laws on smoking behavior among young adults. Using data from the confidential version of National Longitudinal Survey of Youth (1997 Cohort), which contains information on the exact birth date of the respondents, we find that the effect of the MLTPA on several indicators of smoking among youth is minor and often insignificant. However, we also show that granting legal access to cigarettes and tobacco products at the MLTPA leads to an increase in several indicators of smoking participation, including up to a 5 percentage point increase in the probability of smoking for males and for those who reported to have smoked before. These results are robust under several alternative model specifications and imply that policies that are designed to restrict youth access to tobacco are quite effective in reducing smoking participation among certain groups of young adults.

Suggested Citation

  • Ceren Ertan Yoruk & Baris Yoruk, 2013. "Do minimum legal tobacco purchase age laws work?," Discussion Papers 13-06, University at Albany, SUNY, Department of Economics.
  • Handle: RePEc:nya:albaec:13-06
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    1. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs In Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..
    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. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    4. Anger, Silke & Kvasnicka, Michael & Siedler, Thomas, 2011. "One Last Puff? Public Smoking Bans and Smoking Behavior," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 30(3), pages 591-601.
    5. Yörük, BarIs K. & Yörük, Ceren Ertan, 2011. "The impact of minimum legal drinking age laws on alcohol consumption, smoking, and marijuana use: Evidence from a regression discontinuity design using exact date of birth," Journal of Health Economics, Elsevier, vol. 30(4), pages 740-752, July.
    6. Frank J. Chaloupka & Rosalie Liccardo Pacula, 1998. "An Examination of Gender and Race Differences in Youth Smoking Responsiveness to Price and Tobacco Control Policies," NBER Working Papers 6541, National Bureau of Economic Research, Inc.
    7. Courtemanche, Charles, 2009. "Rising cigarette prices and rising obesity: Coincidence or unintended consequence?," Journal of Health Economics, Elsevier, vol. 28(4), pages 781-798, July.
    8. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, January.
    9. Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2007. "Gender differences in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 895-909, September.
    10. Christopher Carpenter & Carlos Dobkin, 2009. "The Effect of Alcohol Consumption on Mortality: Regression Discontinuity Evidence from the Minimum Drinking Age," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 164-182, January.
    11. Yörük, Barış K. & Yörük, Ceren Ertan, 2013. "The impact of minimum legal drinking age laws on alcohol consumption, smoking, and marijuana use revisited," Journal of Health Economics, Elsevier, vol. 32(2), pages 477-479.
    12. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    13. Christopher Carpenter & Sabina Postolek & Casey Warman, 2011. "Public-Place Smoking Laws and Exposure to Environmental Tobacco Smoke (ETS)," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 35-61, August.
    14. Jonathan Gruber & Jonathan Zinman, 2001. "Youth Smoking in the United States: Evidence and Implications," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 69-120, National Bureau of Economic Research, Inc.
    15. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, Oxford University Press, vol. 126(2), pages 987-1027.
    16. Phillip B. Levine & Tara A. Gustafson & Ann D. Velenchik, 1995. "More Bad News for Smokers? The Effects of Cigarette Smoking on Labor Market Outcomes," NBER Working Papers 5270, National Bureau of Economic Research, Inc.
    17. Ahmad, Sajjad & Billimek, John, 2007. "Limiting youth access to tobacco: Comparing the long-term health impacts of increasing cigarette excise taxes and raising the legal smoking age to 21 in the United States," Health Policy, Elsevier, vol. 80(3), pages 378-391, March.
    18. Ji Yan, 2011. "Does the Minimum Cigarette Purchase Age of 21 Protect Young Mothers from Cigarettes, Help Their Babies?," Working Papers 11-17, Department of Economics, Appalachian State University.
    19. Philip DeCicca & Donald Kenkel & Alan Mathios, 2002. "Putting Out the Fires: Will Higher Taxes Reduce the Onset of Youth Smoking?," Journal of Political Economy, University of Chicago Press, vol. 110(1), pages 144-169, February.
    20. Frank J. Chaloupka & Michael Grossman, 1996. "Price, Tobacco Control Policies and Youth Smoking," NBER Working Papers 5740, National Bureau of Economic Research, Inc.
    21. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    22. Liu, Feng & Zhang, Ning & Cheng, Kai-Wen & Wang, Hua, 2010. "Reduced smoking and rising obesity: Does smoking ban in the workplace matter?," Economics Letters, Elsevier, vol. 108(3), pages 249-252, September.
    23. DeCicca, Philip & McLeod, Logan, 2008. "Cigarette taxes and older adult smoking: Evidence from recent large tax increases," Journal of Health Economics, Elsevier, vol. 27(4), pages 918-929, July.
    24. Gruber, Jonathan & Frakes, Michael, 2006. "Does falling smoking lead to rising obesity?," Journal of Health Economics, Elsevier, vol. 25(2), pages 183-197, March.
    25. Jonathan Gruber, 2001. "Risky Behavior among Youths: An Economic Analysis," NBER Books, National Bureau of Economic Research, Inc, number grub01-1, May.
    26. Phillip B. Levine & Tara A. Gustafson & Ann D. Velenchik, 1997. "More Bad News for Smokers? The Effects of Cigarette Smoking on Wages," ILR Review, Cornell University, ILR School, vol. 50(3), pages 493-509, April.
    27. M. Christopher Auld, 2005. "Smoking, Drinking, and Income," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
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    Cited by:

    1. Pesko, Michael F. & Currie, Janet M., 2019. "E-cigarette minimum legal sale age laws and traditional cigarette use among rural pregnant teenagers," Journal of Health Economics, Elsevier, vol. 66(C), pages 71-90.

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    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I19 - Health, Education, and Welfare - - Health - - - Other

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