IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v205y2023icp287-302.html
   My bibliography  Save this article

Does public policy affect attitudes? Evidence from age-based health insurance coverage policies in the United States

Author

Listed:
  • Yörük, Barış K.

Abstract

The existing literature provides evidence that public opinion and attitudes often affect public policy. However, little is known about how public policy might affect attitudes and norms. I present new evidence on this topic by using age-based health insurance policies in the United States as natural experiments. I first exploit the discrete drop in insurance coverage rates at age 26 due to the Affordable Care Act’s dependent coverage mandate and show that this policy is associated with statistically significant deterioration in attitudes towards the necessity of health insurance among young adults who are affected by this policy the most. Next, I show that gaining health insurance at 65 due to the onset of Medicare does not have a significant impact on attitudes towards health insurance among the elderly. These findings are widespread across different demographic groups, robust under alternative model specifications, and observed only after the policies are adopted.

Suggested Citation

  • Yörük, Barış K., 2023. "Does public policy affect attitudes? Evidence from age-based health insurance coverage policies in the United States," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 287-302.
  • Handle: RePEc:eee:jeborg:v:205:y:2023:i:c:p:287-302
    DOI: 10.1016/j.jebo.2022.11.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268122004103
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2022.11.006?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. Silvia Helena Barcellos & Mireille Jacobson, 2015. "The Effects of Medicare on Medical Expenditure Risk and Financial Strain," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 41-70, November.
    2. Aksoy, Cevat G. & Carpenter, Christopher S. & De Haas, Ralph & Tran, Kevin D., 2020. "Do laws shape attitudes? Evidence from same-sex relationship recognition policies in Europe," European Economic Review, Elsevier, vol. 124(C).
    3. Dillender, Marcus, 2015. "The effect of health insurance on workers’ compensation filing: Evidence from the affordable care act's age-based threshold for dependent coverage," Journal of Health Economics, Elsevier, vol. 43(C), pages 204-228.
    4. Alison L. Booth & Patrick Nolen, 2012. "Gender differences in risk behaviour: does nurture matter?," Economic Journal, Royal Economic Society, vol. 122(558), pages 56-78, February.
    5. Cooter, Robert, 1998. "Expressive Law and Economics," Berkeley Olin Program in Law & Economics, Working Paper Series qt3w34j60j, Berkeley Olin Program in Law & Economics.
    6. Soss, Joe & Schram, Sanford F., 2007. "A Public Transformed? Welfare Reform as Policy Feedback," American Political Science Review, Cambridge University Press, vol. 101(1), pages 111-127, February.
    7. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    8. Pinka Chatterji & Xiangshi Liu & Barış K. Yörük, 2022. "Health insurance and the boomerang generation: Did the 2010 ACA dependent care provision affect geographic mobility and living arrangements among young adults?," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 243-262, April.
    9. Powell, Melanie & Ansic, David, 1997. "Gender differences in risk behaviour in financial decision-making: An experimental analysis," Journal of Economic Psychology, Elsevier, vol. 18(6), pages 605-628, November.
    10. Yörük Barış K., 2018. "Health insurance coverage and health care utilization: Evidence from the Affordable Care Act’s dependent coverage mandate," Forum for Health Economics & Policy, De Gruyter, vol. 21(2), pages 1-24, December.
    11. Arni, Patrick, 2015. "Opening the Blackbox: How Does Labor Market Policy Affect the Job Seekers' Behavior? A Field Experiment," IZA Discussion Papers 9617, Institute of Labor Economics (IZA).
    12. Buchmueller, T.C. & Levinson, Z.M. & Levy, H.G. & Wolfe, B.L., 2016. "Effect of the affordable care act on racial and ethnic disparities in health insurance coverage," American Journal of Public Health, American Public Health Association, vol. 106(8), pages 1416-1421.
    13. Tu T. Nguyen & Barış K. Yörük, 2020. "Aging out of dependent coverage and the effects on the use of inpatient medical care," International Journal of Health Economics and Management, Springer, vol. 20(4), pages 381-390, December.
    14. Carbonara Emanuela & Parisi Francesco & von Wangenheim Georg, 2008. "Lawmakers as Norm Entrepreneurs," Review of Law & Economics, De Gruyter, vol. 4(3), pages 779-799, December.
    15. 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.
    16. Kotsadam, Andreas & Jakobsson, Niklas, 2011. "Do laws affect attitudes? An assessment of the Norwegian prostitution law using longitudinal data," International Review of Law and Economics, Elsevier, vol. 31(2), pages 103-115, June.
    17. Dahlen, H.M., 2015. ""Aging out" of dependent coverage and the effects on us labor market and health insurance choices," American Journal of Public Health, American Public Health Association, vol. 105, pages 640-650.
    18. Cooter, Robert, 1998. "Expressive Law and Economics," The Journal of Legal Studies, University of Chicago Press, vol. 27(2), pages 585-608, June.
    19. 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.
    20. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    21. Barış K. Yörük & Linna Xu, 2019. "Impact of the ACA’s Dependent Coverage Mandate on Health Insurance and Labor Market Outcomes Among Young Adults: Evidence from Regression Discontinuity Design," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(1), pages 58-86, January.
    22. Bhavnani, Rikhil R., 2009. "Do Electoral Quotas Work after They Are Withdrawn? Evidence from a Natural Experiment in India," American Political Science Review, Cambridge University Press, vol. 103(1), pages 23-35, February.
    23. Matias Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019. "Power calculations for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 19(1), pages 210-245, March.
    24. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    25. Jungtaek Lee, 2018. "Effects of health insurance coverage on risky behaviors," Health Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 762-777, April.
    26. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    27. Robert Cooter, 1998. "Expressive Law and Economics," CESifo Working Paper Series 161, CESifo.
    28. Pinka Chatterji & Tu Nguyen & Bariş K. Yörük, 2022. "The Effects of Medicare on Health-Care Utilization and Spending Among the Elderly," American Journal of Health Economics, University of Chicago Press, vol. 8(2), pages 151-180.
    Full references (including those not matched with items on IDEAS)

    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. Han, Yiran & Yörük, Baris, 2022. "Age-Based Health Insurance Coverage Policies and Mental Health," IZA Discussion Papers 15489, Institute of Labor Economics (IZA).
    2. Yörük Barış K., 2018. "Health insurance coverage and health care utilization: Evidence from the Affordable Care Act’s dependent coverage mandate," Forum for Health Economics & Policy, De Gruyter, vol. 21(2), pages 1-24, December.
    3. Tu T. Nguyen & Barış K. Yörük, 2020. "Aging out of dependent coverage and the effects on the use of inpatient medical care," International Journal of Health Economics and Management, Springer, vol. 20(4), pages 381-390, December.
    4. Christelis, Dimitris & Georgarakos, Dimitris & Sanz-de-Galdeano, Anna, 2020. "The impact of health insurance on stockholding: A regression discontinuity approach," Journal of Health Economics, Elsevier, vol. 69(C).
    5. Francis, Andrew M. & Mialon, Hugo M. & Peng, Handie, 2012. "In sickness and in health: Same-sex marriage laws and sexually transmitted infections," Social Science & Medicine, Elsevier, vol. 75(8), pages 1329-1341.
    6. Rebecca M. Myerson & Reginald D. Tucker‐Seeley & Dana P. Goldman & Darius N. Lakdawalla, 2020. "Does Medicare Coverage Improve Cancer Detection and Mortality Outcomes?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 577-604, June.
    7. Kotsadam, Andreas & Jakobsson, Niklas, 2011. "Do laws affect attitudes? An assessment of the Norwegian prostitution law using longitudinal data," International Review of Law and Economics, Elsevier, vol. 31(2), pages 103-115, June.
    8. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    9. Fitzpatrick, Maria D. & Moore, Timothy J., 2018. "The mortality effects of retirement: Evidence from Social Security eligibility at age 62," Journal of Public Economics, Elsevier, vol. 157(C), pages 121-137.
    10. Patrick Hullegie & Tobias J. Klein, 2010. "The effect of private health insurance on medical care utilization and self‐assessed health in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1048-1062, September.
    11. Myerson, Rebecca & Lu, Tianyi & Yuan, Yong & Liu, Gordon, 2020. "The impact of government income transfers on tobacco and alcohol use: Evidence from China," Economics Letters, Elsevier, vol. 186(C).
    12. Hullegie, P.G.J., 2012. "Essays on health and labor economics," Other publications TiSEM dcc68fc9-7af1-4ba9-8f90-6, Tilburg University, School of Economics and Management.
    13. repec:dau:papers:123456789/9533 is not listed on IDEAS
    14. Sophie Guthmuller & Jérôme Wittwer, 2017. "The Impact of the Eligibility Threshold of a French Means‐Tested Health Insurance Programme on Doctor Visits: A Regression Discontinuity Analysis," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 17-34, December.
    15. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    16. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," Review of Economic Studies, Oxford University Press, vol. 85(3), pages 1577-1608.
    17. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation]," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    18. Sugiyama, Yuri, 2022. "Can Soft Law Improve the Welfare of Sexual Minorities? The Case of Same-sex Partnership Policy in Japan," CEI Working Paper Series 2022-06, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    19. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    20. Xi Chen, 2017. "Old age pension and intergenerational living arrangements: a regression discontinuity design," Review of Economics of the Household, Springer, vol. 15(2), pages 455-476, June.
    21. Gurgand, Marc & Lorenceau, Adrien & Mélonio, Thomas, 2023. "Student loans: Credit constraints and higher education in South Africa," Journal of Development Economics, Elsevier, vol. 161(C).

    More about this item

    Keywords

    Attitudes; Beliefs; Health insurance coverage; Public policy;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:eee:jeborg:v:205:y:2023:i:c:p:287-302. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.