IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v37y2014icp1-12.html
   My bibliography  Save this article

The effect of Medicaid premiums on enrollment: A regression discontinuity approach

Author

Listed:
  • Dague, Laura

Abstract

This paper estimates the effect that premiums in Medicaid have on the length of enrollment of program beneficiaries. Whether and how low income-families will participate in the exchanges and in states’ Medicaid programs depends crucially on the structure and amounts of the premiums they will face. I take advantage of discontinuities in the structure of Wisconsin's Medicaid program to identify the effects of premiums on enrollment for low-income families. I use a 3-year administrative panel of enrollment data to estimate these effects. I find an increase in the premium from 0 to 10 dollars per month results in 1.4 fewer months enrolled and reduces the probability of remaining enrolled for a full year by 12 percentage points, but other discrete changes in premium amounts do not affect enrollment or have a much smaller effect. I find no evidence of program enrollees intentionally decreasing labor supply in order to avoid the premiums.

Suggested Citation

  • Dague, Laura, 2014. "The effect of Medicaid premiums on enrollment: A regression discontinuity approach," Journal of Health Economics, Elsevier, vol. 37(C), pages 1-12.
  • Handle: RePEc:eee:jhecon:v:37:y:2014:i:c:p:1-12
    DOI: 10.1016/j.jhealeco.2014.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629614000642
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2014.05.001?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 search for a different version of it.

    References listed on IDEAS

    as
    1. David Card & Raj Chetty & Andrea Weber, 2007. "Cash-on-Hand and Competing Models of Intertemporal Behavior: New Evidence from the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1511-1560.
    2. Katherine Baicker & Amy Finkelstein & Jae Song & Sarah Taubman, 2013. "The Impact of Medicaid on Labor Force Activity and Program Participation: Evidence from the Oregon Health Insurance Experiment," NBER Working Papers 19547, National Bureau of Economic Research, Inc.
    3. Moffitt, Robert, 1983. "An Economic Model of Welfare Stigma," American Economic Review, American Economic Association, vol. 73(5), pages 1023-1035, December.
    4. Battistin, Erich & Rettore, Enrico, 2008. "Ineligibles and eligible non-participants as a double comparison group in regression-discontinuity designs," Journal of Econometrics, Elsevier, vol. 142(2), pages 715-730, February.
    5. Rafael Lalive & Jan Van Ours & Josef Zweimuller, 2006. "How Changes in Financial Incentives Affect the Duration of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(4), pages 1009-1038.
    6. Kristina Shampanier & Nina Mazar & Dan Ariely, 2007. "Zero as a Special Price: The True Value of Free Products," Marketing Science, INFORMS, vol. 26(6), pages 742-757, 11-12.
    7. Robert A. Moffitt, 2003. "Means-Tested Transfer Programs in the United States," NBER Books, National Bureau of Economic Research, Inc, number moff03-1, March.
    8. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2012. "The Impact of Patient Cost-Sharing on the Poor: Evidence from Massachusetts," NBER Working Papers 18023, National Bureau of Economic Research, Inc.
    9. Nava Ashraf & James Berry & Jesse M. Shapiro, 2010. "Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia," American Economic Review, American Economic Association, vol. 100(5), pages 2383-2413, December.
    10. James Marton, 2007. "The impact of the introduction of premiums into a SCHIP program," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 26(2), pages 237-255.
    11. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    12. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2010. "Patient Cost Sharing in Low Income Populations," American Economic Review, American Economic Association, vol. 100(2), pages 303-308, May.
    13. 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.
    14. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    15. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    16. Sommers, Benjamin D., 2006. "Insuring children or insuring families: Do parental and sibling coverage lead to improved retention of children in Medicaid and CHIP?," Journal of Health Economics, Elsevier, vol. 25(6), pages 1154-1169, November.
    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. James Marton & Angela Snyder & Mei Zhou, 2016. "Enhanced Citizenship Verification And Children'S Medicaid Coverage," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1670-1683, July.
    2. Nathaniel Hendren, 2021. "Measuring Ex Ante Welfare in Insurance Markets [Some Aspects of Optimal Unemployment Insurance]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(3), pages 1193-1223.
    3. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2017. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," NBER Working Papers 23668, National Bureau of Economic Research, Inc.
    4. Thomas Buchmueller & John C. Ham & Lara D. Shore-Sheppard, 2015. "The Medicaid Program," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 1, pages 21-136, National Bureau of Economic Research, Inc.
    5. 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.
    6. Zhang, Qi & Chen, Chun & Xue, Hong & Park, Kayoung & Wang, Youfa, 2021. "Revisiting the relationship between WIC participation and breastfeeding among low-income children in the U.S. after the 2009 WIC food package revision," Food Policy, Elsevier, vol. 101(C).
    7. Lindsay M. Sabik & Sabina Ohri Gandhi, 2016. "Copayments and Emergency Department Use Among Adult Medicaid Enrollees," Health Economics, John Wiley & Sons, Ltd., vol. 25(5), pages 529-542, May.
    8. Drake, Coleman & Anderson, David & Cai, Sih-Ting & Sacks, Daniel W., 2023. "Financial transaction costs reduce benefit take-up evidence from zero-premium health insurance plans in Colorado," Journal of Health Economics, Elsevier, vol. 89(C).
    9. Timothy Layton & Alice K. Ndikumana & Mark Shepard, 2017. "Health Plan Payment in Medicaid Managed Care: A Hybrid Model of Regulated Competition," NBER Working Papers 23518, National Bureau of Economic Research, Inc.
    10. Hsing-Wen Han & Hsien-Ming Lien & Tzu-Ting Yang, 2020. "Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design," American Economic Journal: Economic Policy, American Economic Association, vol. 12(3), pages 238-278, August.
    11. Kara Contreary & Katharine Bradley & Matthew Niedzwiecki & Kristin Maurer & Sandra Chao & Brenda Natzke & Maggie Samra, "undated". "Section 1115 Alternative Medicaid Expansions: Summative Evaluation Report," Mathematica Policy Research Reports 042b5fe43da44afea9538552b, Mathematica Policy Research.
    12. Julie Shi, 2016. "Income Responses to Health Insurance Subsidies: Evidence from Massachusetts," American Journal of Health Economics, MIT Press, vol. 2(1), pages 96-124, January.
    13. Keith Marzilli Ericson & Timothy J. Layton & Adrianna McIntyre & Adam Sacarny, 2023. "Reducing Administrative Barriers Increases Take-up of Subsidized Health Insurance Coverage: Evidence from a Field Experiment," NBER Working Papers 30885, National Bureau of Economic Research, Inc.

    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. Bart Cockx & Muriel Dejemeppe, 2010. "The Threat of Monitoring Job Search. A Discontinuity Design," CESifo Working Paper Series 3267, CESifo.
    2. 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.
    3. Steven F. Koch, 2017. "User Fee Abolition and the Demand for Public Health Care," South African Journal of Economics, Economic Society of South Africa, vol. 85(2), pages 242-258, June.
    4. Kim, Hyuncheol Bryant & Lee, Sun-mi, 2017. "When public health intervention is not successful: Cost sharing, crowd-out, and selection in Korea's National Cancer Screening Program," Journal of Health Economics, Elsevier, vol. 53(C), pages 100-116.
    5. Thomas Buchmueller & John C. Ham & Lara D. Shore-Sheppard, 2015. "The Medicaid Program," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 1, pages 21-136, National Bureau of Economic Research, Inc.
    6. Gonzalez-Rozada, Martin & Ruffo, Hernán, 2016. "Optimal unemployment benefits in the presence of informal labor markets," Labour Economics, Elsevier, vol. 41(C), pages 204-227.
    7. Cockx, Bart & Dejemeppe, Muriel, 2012. "Monitoring job search effort: An evaluation based on a regression discontinuity design," Labour Economics, Elsevier, vol. 19(5), pages 729-737.
    8. Pauline Leung & Christopher J. O'Leary, 2015. "Should UI Eligibility Be Expanded to Low-Earning Workers? Evidence on Employment, Transfer Receipt, and Income from Administrative Data," Upjohn Working Papers 15-236, W.E. Upjohn Institute for Employment Research.
    9. Albanese, Andrea & Picchio, Matteo & Ghirelli, Corinna, 2020. "Timed to Say Goodbye: Does Unemployment Benefit Eligibility Affect Worker Layoffs?," Labour Economics, Elsevier, vol. 65(C).
    10. Matteo Picchio & Stefano Staffolani, 2019. "Does apprenticeship improve job opportunities? A regression discontinuity approach," Empirical Economics, Springer, vol. 56(1), pages 23-60, January.
    11. Ganslmeier, Michael, 2023. "Are Campaign Promises Effective?," EconStor Preprints 274069, ZBW - Leibniz Information Centre for Economics.
    12. Markus Frölich & Martin Huber, 2019. "Including Covariates in the Regression Discontinuity Design," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 736-748, October.
    13. Yolanda F. Rebollo-Sanz & Nuria Rodriguez Planas, 2016. "When the Going Gets Tough... Financial Incentives, Duration of Unemployment and Job-Match Quality," Working Papers 16.11, Universidad Pablo de Olavide, Department of Economics.
    14. Camille Landais, 2015. "Assessing the Welfare Effects of Unemployment Benefits Using the Regression Kink Design," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 243-278, November.
    15. Powell-Jackson, Timothy & Hanson, Kara & Whitty, Christopher J.M. & Ansah, Evelyn K., 2014. "Who benefits from free healthcare? Evidence from a randomized experiment in Ghana," Journal of Development Economics, Elsevier, vol. 107(C), pages 305-319.
    16. Martin Gonzalez-Rozada & Freddy Llerena Pinto, 2011. "The Effects of a Conditional Transfer Program on the Labor Market: The Human Development Bonus in Ecuador," Department of Economics Working Papers 2011-04, Universidad Torcuato Di Tella.
    17. DesJardins, Stephen L. & McCall, Brian P., 2014. "The impact of the Gates Millennium Scholars Program on college and post-college related choices of high ability, low-income minority students," Economics of Education Review, Elsevier, vol. 38(C), pages 124-138.
    18. Mazzutti, Caio Cícero Toledo Piza da Costa, 2016. "Three essays on the causal impacts of child labour laws in Brazil," Economics PhD Theses 0616, Department of Economics, University of Sussex Business School.
    19. Yörük Barış K., 2017. "Health Insurance Coverage and Risky Health Behaviors among Young Adults," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(3), pages 1-21, July.
    20. Gerster, Andreas, 2017. "Do electricity prices matter? Plant-level evidence from German manufacturing," Ruhr Economic Papers 672, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

    More about this item

    Keywords

    Premiums; Administrative data; Medicaid; Wisconsin; Regression discontinuity;
    All these keywords.

    JEL classification:

    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I00 - Health, Education, and Welfare - - General - - - General
    • 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:eee:jhecon:v:37:y:2014:i:c:p:1-12. 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/inca/505560 .

    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.