IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v27y2018i11p1843-1858.html
   My bibliography  Save this article

Policy of prevention: Medical utilization under a wellness plan

Author

Listed:
  • Shooshan Danagoulian

Abstract

Wellness programs constitute central components of disease prevention efforts under the Affordable Care Act and are likely to remain a component of employer provided health insurance. This paper evaluates the impact of such programs on medical utilization 4 to 7 years after enrollment in the plan. Using a unique suited data provided by a large private employer, I analyze medical expenditure and utilization for individuals enrolled in a wellness plan. The analysis compares expenditures and visits between wellness members and nonmembers who are matched through propensity score methods. The results show that although the wellness program increases utilization of preventive and outpatient care, by as much as 1.57 visits per year, there is no comparable decline in emergency or inpatient care, resulting in an overall increase in medical expenditure of around $507 per person per year. The increase in medical expenditure persists even 6 to 7 years of continued enrollment in wellness. I find some evidence of improved health, as diagnoses of diabetes decline 0.8 percentage points among wellness members. The results suggest that employer savings stemming from improved health and more judicious use of medical services are not likely to materialize in this wellness program.

Suggested Citation

  • Shooshan Danagoulian, 2018. "Policy of prevention: Medical utilization under a wellness plan," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1843-1858, November.
  • Handle: RePEc:wly:hlthec:v:27:y:2018:i:11:p:1843-1858
    DOI: 10.1002/hec.3806
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3806
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.3806?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
    ---><---

    References listed on IDEAS

    as
    1. Bardey, David & De Donder, Philippe, 2013. "Genetic testing with primary prevention and moral hazard," Journal of Health Economics, Elsevier, vol. 32(5), pages 768-779.
    2. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Shooshan Danagoulian, 2018. "Taking the hassle out of wellness: Do peers and health matter?," International Journal of Health Economics and Management, Springer, vol. 18(1), pages 1-23, March.
    5. 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.
    6. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    7. Ellis, Randall P. & Manning, Willard G., 2007. "Optimal health insurance for prevention and treatment," Journal of Health Economics, Elsevier, vol. 26(6), pages 1128-1150, December.
    8. Dhaval Dave & Robert Kaestner, 2009. "Health insurance and ex ante moral hazard: evidence from Medicare," International Journal of Health Economics and Management, Springer, vol. 9(4), pages 367-390, December.
    9. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    10. Tolley, George & Kenkel, Donald & Fabian, Robert (ed.), 1994. "Valuing Health for Policy," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226807133, September.
    11. Steven Shavell, 1979. "On Moral Hazard and Insurance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(4), pages 541-562.
    12. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    13. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    14. A. J. Culyer & J. P. Newhouse (ed.), 2000. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, edition 1, volume 1, number 1.
    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. Shooshan Danagoulian & Daniel Grossman & David Slusky, 2022. "Health Care Following Environmental Disasters: Evidence from Flint," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1060-1089, September.

    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. Antoine Marsaudon & Lise Rochaix, 2017. "Impact of acute health shocks on cigarette consumption
      [Impact d'un choc de santé sur la consommation de cigarette]
      ," PSE Working Papers halshs-01626024, HAL.
    2. Jasmin Kantarevic & Boris Kralj, 2013. "Link Between Pay For Performance Incentives And Physician Payment Mechanisms: Evidence From The Diabetes Management Incentive In Ontario," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1417-1439, December.
    3. Udo Schneider & Jürgen Zerth, 2011. "Improving Prevention Compliance through Appropriate Incentives: Theoretical Modelling and Empirical Evidence," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 147(I), pages 71-106, March.
    4. Jan Stede, 2019. "Do Energy Efficiency Networks Save Energy? Evidence from German Plant-Level Data," Discussion Papers of DIW Berlin 1813, DIW Berlin, German Institute for Economic Research.
    5. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," CESifo Working Paper Series 7268, CESifo.
    6. Eva-Maria Egger & Julie Litchfield, 2019. "Following in their footsteps: an analysis of the impact of successive migration on rural household welfare in Ghana," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 9(1), pages 1-22, December.
    7. Wagener, Andreas & Zenker, Juliane, 2015. "Stochastic Transfers, Risky Investment and Incomes: Evidence from an Income Guarantee Program in Thailand," Hannover Economic Papers (HEP) dp-562, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    8. Lee, Ji Yong & Nayga Jr, Rodolfo M. & Jo, Young & Restrepo, Brandon J., 2022. "Time use and eating patterns of SNAP participants over the benefit month," Food Policy, Elsevier, vol. 106(C).
    9. Koch, Nicolas & Basse Mama, Houdou, 2019. "Does the EU Emissions Trading System induce investment leakage? Evidence from German multinational firms," Energy Economics, Elsevier, vol. 81(C), pages 479-492.
    10. Eva-Maria Egger & Julie Litchfield, 2019. "Following in their footsteps: an analysis of the impact of successive migration on rural household welfare in Ghana," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 9(1), pages 1-22, December.
    11. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
    12. Åslund, Olof & Blind, Ina & Dahlberg, Matz, 2017. "All aboard? Commuter train access and labor market outcomes," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 90-107.
    13. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," SOEPpapers on Multidisciplinary Panel Data Research 1004, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Antoine Marsaudon & Lise Rochaix, 2010. "Impact of acute health shocks on cigarette consumption: A combined DiD-matching strategy to address endogeneity issues in the French Gazel panel data," PSE Working Papers halshs-01626187, HAL.
    15. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," Discussion Papers of DIW Berlin 1630, DIW Berlin, German Institute for Economic Research.
    16. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    17. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," SOEPpapers on Multidisciplinary Panel Data Research 883, DIW Berlin, The German Socio-Economic Panel (SOEP).
    18. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    19. Lars Thiel, 2015. "Leave the Drama on the Stage: The Effect of Cultural Participation on Health," SOEPpapers on Multidisciplinary Panel Data Research 767, DIW Berlin, The German Socio-Economic Panel (SOEP).
    20. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2019. "The benefits of adult learning: Work-related training, social capital, and earnings," Economics of Education Review, Elsevier, vol. 72(C), pages 166-186.

    More about this item

    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:wly:hlthec:v:27:y:2018:i:11:p:1843-1858. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.