IDEAS home Printed from https://ideas.repec.org/a/ucp/amjhec/doi10.1086-723401.html
   My bibliography  Save this article

Regression Discontinuity Evidence on the Effectiveness of the Minimum Legal E-cigarette Purchasing Age

Author

Listed:
  • Jeff DeSimone
  • Daniel Grossman
  • Nicolas Ziebarth

Abstract

Increases in youth vaping rates and concerns of a new generation of nicotine addicts recently prompted an increase in the federal minimum legal purchase age (MLPA) for tobacco products, including e-cigarettes, to 21 years. This study presents the first regression discontinuity evidence on the effectiveness of e-cigarette MLPA laws. Using data on 12th graders from Monitoring the Future, we obtain robust evidence that federal and state age 18 MLPAs decreased underage e-cigarette use by 15–20 percent and frequent use by 20–40 percent. These findings suggest that the age 21 federal MLPA could meaningfully reduce e-cigarette use among 18- to 20-year-olds.

Suggested Citation

  • Jeff DeSimone & Daniel Grossman & Nicolas Ziebarth, 2023. "Regression Discontinuity Evidence on the Effectiveness of the Minimum Legal E-cigarette Purchasing Age," American Journal of Health Economics, University of Chicago Press, vol. 9(3), pages 461-485.
    • Handle: RePEc:ucp:amjhec:doi:10.1086/723401
    DOI: 10.1086/723401
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1086/723401
    Download Restriction: Access to the online full text or PDF requires a subscription.
    File URL: http://dx.doi.org/10.1086/723401
    Download Restriction: Access to the online full text or PDF requires a subscription.
    File URL: https://libkey.io/10.1086/723401?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    2. Philip DeCicca & Donald Kenkel & Michael F. Lovenheim, 2022. "The Economics of Tobacco Regulation: A Comprehensive Review," Journal of Economic Literature, American Economic Association, vol. 60(3), pages 883-970, September.
    3. Lovenheim, Michael F., 2008. "How Far to the Border?: The Extent and Impact of Cross-Border Casual Cigarette Smuggling," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(1), pages 7-33, March.
    4. 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.
    5. Pesko, M.F. & Kruger, J. & Hyland, A., 2012. "Cigarette price minimization strategies used by adults," American Journal of Public Health, American Public Health Association, vol. 102(9), pages 19-21.
    6. 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.
    7. Friedman, Abigail S., 2015. "How does electronic cigarette access affect adolescent smoking?," Journal of Health Economics, Elsevier, vol. 44(C), pages 300-308.
    8. Michal Kolesár & Christoph Rothe, 2018. "Inference in Regression Discontinuity Designs with a Discrete Running Variable," American Economic Review, American Economic Association, vol. 108(8), pages 2277-2304, August.
    9. Ziebarth Nicolas R., 2018. "Biased Lung Cancer Risk Perceptions: Smokers are Misinformed," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 238(5), pages 395-421, September.
    10. Cotti, Chad & Courtemanche, Charles & Maclean, Joanna Catherine & Nesson, Erik & Pesko, Michael F. & Tefft, Nathan W., 2022. "The effects of e-cigarette taxes on e-cigarette prices and tobacco product sales: Evidence from retail panel data," Journal of Health Economics, Elsevier, vol. 86(C).
    11. Michael F. Pesko & Casey Warman, 2022. "Re‐exploring the early relationship between teenage cigarette and e‐cigarette use using price and tax changes," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 137-153, January.
    12. Dhaval Dave & Bo Feng & Michael F. Pesko, 2019. "The effects of e‐cigarette minimum legal sale age laws on youth substance use," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 419-436, March.
    13. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    14. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    15. Abouk, Rahi & Adams, Scott, 2017. "Bans on electronic cigarette sales to minors and smoking among high school students," Journal of Health Economics, Elsevier, vol. 54(C), pages 17-24.
    16. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    17. Christopher Carpenter & Carlos Dobkin, 2011. "The Minimum Legal Drinking Age and Public Health," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 133-156, Spring.
    18. W. Kip Viscusi, 2016. "Risk Beliefs and Preferences for E-cigarettes," American Journal of Health Economics, University of Chicago Press, vol. 2(2), pages 213-240, Spring.
    19. Michael F. Pesko & Charles J. Courtemanche & Johanna Catherine Maclean, 2020. "The effects of traditional cigarette and e-cigarette tax rates on adult tobacco product use," Journal of Risk and Uncertainty, Springer, vol. 60(3), pages 229-258, June.
    20. Burt S. Barnow & Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez‐Bare, 2017. "Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(3), pages 643-681, June.
    21. W. Kip Viscusi, 2020. "Electronic cigarette risk beliefs and usage after the vaping illness outbreak," Journal of Risk and Uncertainty, Springer, vol. 60(3), pages 259-279, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chad D. Cotti & Charles J. Courtemanche & Yang Liang & Johanna Catherine Maclean & Erik T. Nesson & Joseph J. Sabia, 2024. "The Effect of E-Cigarette Flavor Bans on Tobacco Use," NBER Working Papers 32535, National Bureau of Economic Research, Inc.
    2. John Cawley & Davide Dragone, 2023. "Harm Reduction: When Does It Improve Health, and When Does it Backfire?," NBER Working Papers 30926, National Bureau of Economic Research, Inc.
    3. Abouk, Rahi & De, Prabal K. & Pesko, Michael F., 2024. "Estimating the effects of tobacco-21 on youth tobacco use and sales," Journal of Health Economics, Elsevier, vol. 94(C).
    4. Michael F. Pesko, 2023. "Effects of e-cigarette minimum legal sales ages on youth tobacco use in the United States," Journal of Risk and Uncertainty, Springer, vol. 66(3), pages 261-277, June.
    5. Erica Louis Mtenga & Michael F. Pesko, 2024. "The effect of vertical identification card laws on teenage tobacco and alcohol use," Health Economics, John Wiley & Sons, Ltd., vol. 33(11), pages 2525-2557, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Abouk, Rahi & Courtemanche, Charles & Dave, Dhaval & Feng, Bo & Friedman, Abigail S. & Maclean, Johanna Catherine & Pesko, Michael F. & Sabia, Joseph J. & Safford, Samuel, 2023. "Intended and unintended effects of e-cigarette taxes on youth tobacco use," Journal of Health Economics, Elsevier, vol. 87(C).
    2. Abouk, Rahi & De, Prabal K. & Pesko, Michael F., 2024. "Estimating the effects of tobacco-21 on youth tobacco use and sales," Journal of Health Economics, Elsevier, vol. 94(C).
    3. Michael F. Pesko, 2023. "Effects of e-cigarette minimum legal sales ages on youth tobacco use in the United States," Journal of Risk and Uncertainty, Springer, vol. 66(3), pages 261-277, June.
    4. Cotti, Chad & Courtemanche, Charles & Maclean, Joanna Catherine & Nesson, Erik & Pesko, Michael F. & Tefft, Nathan W., 2022. "The effects of e-cigarette taxes on e-cigarette prices and tobacco product sales: Evidence from retail panel data," Journal of Health Economics, Elsevier, vol. 86(C).
    5. Rahi Abouk & Scott Adams & Bo Feng & Johanna Catherine Maclean & Michael F. Pesko, 2023. "The effect of e‐cigarette taxes on pre‐pregnancy and prenatal smoking," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(4), pages 908-940, September.
    6. Donald S. Kenkel & Sida Peng & Michael F. Pesko & Hua Wang, 2020. "Mostly harmless regulation? Electronic cigarettes, public policy, and consumer welfare," Health Economics, John Wiley & Sons, Ltd., vol. 29(11), pages 1364-1377, November.
    7. Erica Louis Mtenga & Michael F. Pesko, 2024. "The effect of vertical identification card laws on teenage tobacco and alcohol use," Health Economics, John Wiley & Sons, Ltd., vol. 33(11), pages 2525-2557, November.
    8. Michael E. Darden, 2024. "Optimal e-cigarette policy when preferences and internalities are correlated," Journal of Risk and Uncertainty, Springer, vol. 68(2), pages 107-131, April.
    9. Cotti, Chad D. & Courtemanche, Charles J. & Liang, Yang & Maclean, Johanna Catherine & Nesson, Erik T. & Sabia, Joseph J., 2024. "The Effect of E-Cigarette Flavor Bans on Tobacco Use," Working Papers 114, Wake Forest University, Economics Department.
    10. Michael F. Pesko & Charles J. Courtemanche & Johanna Catherine Maclean, 2020. "The effects of traditional cigarette and e-cigarette tax rates on adult tobacco product use," Journal of Risk and Uncertainty, Springer, vol. 60(3), pages 229-258, June.
    11. Michael F. Pesko & Casey Warman, 2022. "Re‐exploring the early relationship between teenage cigarette and e‐cigarette use using price and tax changes," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 137-153, January.
    12. Hunt Allcott & Charlie Rafkin, 2020. "Optimal Regulation of E-cigarettes: Theory and Evidence," NBER Working Papers 27000, National Bureau of Economic Research, Inc.
    13. 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.
    14. Anna Bindler & Randi Hjalmarsson & Nadine Ketel & Andreea Mitrut, 2024. "Discontinuities in the Age-Victimisation Profile and the Determinants of Victimisation," The Economic Journal, Royal Economic Society, vol. 134(657), pages 95-134.
    15. Hansen, Benjamin & Sabia, Joseph J. & McNichols, Drew & Bryan, Calvin, 2023. "Do tobacco 21 laws work?," Journal of Health Economics, Elsevier, vol. 92(C).
    16. Lauren Hoehn-Velasco & Michael F. Pesko & Serena Phillips, 2023. "The Long-Term Impact of in Utero Cigarette Taxes on Adult Prenatal Smoking," American Journal of Health Economics, University of Chicago Press, vol. 9(4), pages 605-648.
    17. Meier, Armando N. & Odermatt, Reto & Stutzer, Alois, 2021. "Tobacco sales prohibition and teen smoking," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 998-1014.
    18. Michael F. Pesko & Charles J. Courtemanche & Johanna Catherine Maclean, 2019. "The Effects of Traditional Cigarette and E-Cigarette Taxes on Adult Tobacco Product Use," NBER Working Papers 26017, National Bureau of Economic Research, Inc.
    19. Giesecke, Matthias & Jäger, Philipp, 2021. "Pension incentives and labor supply: Evidence from the introduction of universal old-age assistance in the UK," Journal of Public Economics, Elsevier, vol. 203(C).
    20. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).

    More about this item

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ucp:amjhec:doi:10.1086/723401. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journals Division (email available below). General contact details of provider: https://www.journals.uchicago.edu/AJHE .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.