IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v231y2025ics0167268125000587.html
   My bibliography  Save this article

Is there moral hazard in medical savings accounts? Evidence from Singapore

Author

Listed:
  • Sun, Jessica Ya

Abstract

Medical savings accounts (MSAs) are designed to provide tax incentives for individuals to save for future healthcare needs, with the goal of reducing overall health expenditures. This paper first examines how individuals adjust their healthcare spending when receiving additional transfers to their MSAs. Using a comprehensive monthly longitudinal survey and a staggered difference-in-differences design, I find that individuals increase their monthly medical expenditure by 13 %, with the marginal propensity to consume from MSAs estimated at 0.6. Second, I analyze the impact of a 25 % price reduction for services at General Practitioner (GP) Clinics and Specialist Outpatient Clinics (SOCs) on healthcare utilization. The results show that MSA holders increase their medication spending by 10.7 % at the extensive margin in response to the price reduction. These findings suggest that both MSA top-ups and price reductions lead to increased healthcare utilization, indicating that MSA holders may respond to these financial incentives by consuming more healthcare in the present, prioritizing immediate healthcare needs over future savings. While this behavior may reflect moral hazard within MSAs, it may also point to unmet healthcare needs that are being addressed through increased liquidity.

Suggested Citation

  • Sun, Jessica Ya, 2025. "Is there moral hazard in medical savings accounts? Evidence from Singapore," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
  • Handle: RePEc:eee:jeborg:v:231:y:2025:i:c:s0167268125000587
    DOI: 10.1016/j.jebo.2025.106938
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268125000587
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2025.106938?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. Frederik Plesner Lyngse, 2020. "Liquidity Constraints and Demand for Healthcare: Evidence from Danish Welfare Recipients," Papers 2010.14651, arXiv.org.
    2. Peter Ganong & Pascal Noel, 2019. "Consumer Spending during Unemployment: Positive and Normative Implications," American Economic Review, American Economic Association, vol. 109(7), pages 2383-2424, July.
    3. Haaga, Tapio & Böckerman, Petri & Kortelainen, Mika & Tukiainen, Janne, 2024. "Effects of nurse visit copayment on primary care use: Do low-income households pay the price?," Journal of Health Economics, Elsevier, vol. 94(C).
    4. Justine Hastings & Jesse M. Shapiro, 2018. "How Are SNAP Benefits Spent? Evidence from a Retail Panel," American Economic Review, American Economic Association, vol. 108(12), pages 3493-3540, December.
    5. David Card & Michael Ransom, 2011. "Pension Plan Characteristics and Framing Effects in Employee Savings Behavior," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 228-243, February.
    6. Frederik Plesner Lyngse, 2020. "Liquidity Constraints and Demand for Healthcare: Evidence from Danish Welfare Recipients," CEBI working paper series 20-28, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    7. Liran Einav & Amy Finkelstein, 2018. "Moral Hazard in Health Insurance: What We Know and How We Know It," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 957-982.
    8. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
    9. Adam Leive, 2022. "Health Insurance Design Meets Saving Incentives: Consumer Responses to Complex Contracts," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 200-227, April.
    10. Huang, Wei & Lei, Xiaoyan & Ta, Yuqi, 2024. "How does undervaluation in medical savings accounts (MSAs) affect healthcare utilization? Evidence from administrative data in China," Journal of Health Economics, Elsevier, vol. 98(C).
    11. Tal Gross & Timothy J. Layton & Daniel Prinz, 2022. "The Liquidity Sensitivity of Healthcare Consumption: Evidence from Social Security Payments," American Economic Review: Insights, American Economic Association, vol. 4(2), pages 175-190, June.
    12. Beatty, Timothy K.M. & Blow, Laura & Crossley, Thomas F. & O'Dea, Cormac, 2014. "Cash by any other name? Evidence on labeling from the UK Winter Fuel Payment," Journal of Public Economics, Elsevier, vol. 118(C), pages 86-96.
    13. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    14. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    15. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    16. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    17. Tal Gross & Jeremy Tobacman, 2014. "Dangerous Liquidity and the Demand for Health Care: Evidence from the 2008 Stimulus Payments," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 424-445.
    18. Sumit Agarwal & Wenlan Qian, 2014. "Consumption and Debt Response to Unanticipated Income Shocks: Evidence from a Natural Experiment in Singapore," American Economic Review, American Economic Association, vol. 104(12), pages 4205-4230, December.
    19. Guettabi, Mouhcine & Witman, Allison, 2023. "Universal cash transfers and prescription utilization: Evidence from the Alaska permanent fund dividend," Journal of Health Economics, Elsevier, vol. 90(C).
    20. Jonathan Gruber & Mengyun M. Lin & Haoming Liu & Junjian Yi, 2024. "How You Pay Drives What You Choose: Health Savings Accounts versus Cash in Health Insurance Plan Choice," NBER Working Papers 32331, National Bureau of Economic Research, Inc.
    21. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    22. Peter Kooreman, 2000. "The Labeling Effect of a Child Benefit System," American Economic Review, American Economic Association, vol. 90(3), pages 571-583, June.
    23. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    24. Zeckhauser, Richard, 1970. "Medical insurance: A case study of the tradeoff between risk spreading and appropriate incentives," Journal of Economic Theory, Elsevier, vol. 2(1), pages 10-26, March.
    25. John R. Moran & JKosali Ilayperuma Simon, 2006. "Income and the Use of Prescription Drugs by the Elderly: Evidence from the Notch Cohorts," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    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. Chen, Jidong & Shi, Xinzheng & Zhang, Ming-ang & Zhang, Sihan, 2024. "Centralization of environmental administration and air pollution: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    2. Guettabi, Mouhcine & Witman, Allison, 2023. "Universal cash transfers and prescription utilization: Evidence from the Alaska permanent fund dividend," Journal of Health Economics, Elsevier, vol. 90(C).
    3. Cookson, J. Anthony & Gilje, Erik P. & Heimer, Rawley Z., 2022. "Shale shocked: Cash windfalls and household debt repayment," Journal of Financial Economics, Elsevier, vol. 146(3), pages 905-931.
    4. Aigerim Sarsenbayeva & Dinara Alpysbayeva, 2025. "Unequal access to healthcare and inadequate financing have highlighted the need for healthcare reform to increase efficiency while nsuring equity in healthcare financing worldwide. Our study evaluates," MUNI ECON Working Papers 2025-03, Masaryk University.
    5. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    6. Hjalmarsson, Linn & Kaiser, Boris & Bischof, Tamara, 2023. "The impact of physician exits in primary care: A study of practice handovers," Health Policy, Elsevier, vol. 135(C).
    7. He, Qinghong & Liu, Gordon G. & Liu, Xiangbo & Tang, Daisheng, 2025. "Effects of separating drug sales from treatment on medical disputes," Social Science & Medicine, Elsevier, vol. 368(C).
    8. Rik Chakraborti & Gavin Roberts, 2023. "How price-gouging regulation undermined COVID-19 mitigation: county-level evidence of unintended consequences," Public Choice, Springer, vol. 196(1), pages 51-83, July.
    9. Brown, David P. & Muehlenbachs, Lucija, 2024. "The value of electricity reliability: Evidence from battery adoption," Journal of Public Economics, Elsevier, vol. 239(C).
    10. Timothy K. M. Beatty & Joakim A. Weill, 2024. "Social Security and High-Frequency Labor Supply: Evidence from Uber Drivers," Finance and Economics Discussion Series 2024-079, Board of Governors of the Federal Reserve System (U.S.).
    11. Moschion, Julie & van Ours, Jan C., 2025. "Lifting Up the Lives of Extremely Disadvantaged Youth: The Role of Staying in School Longer," IZA Discussion Papers 17702, Institute of Labor Economics (IZA).
    12. Mark Kattenberg & Bas Scheer & Jurre Thiel, 2023. "Causal forests with fixed effects for treatment effect heterogeneity in difference-in-differences," CPB Discussion Paper 452, CPB Netherlands Bureau for Economic Policy Analysis.
    13. Li, Pei & Liu, Kaihao & Lu, Yi & Peng, Lu, 2025. "Organizing regulatory structure and local air quality: Evidence from the environmental vertical management reform in China," Journal of Comparative Economics, Elsevier, vol. 53(1), pages 139-164.
    14. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
    15. Clemens, Jeffrey & Strain, Michael R., 2022. "Understanding “Wage Theft”: Evasion and avoidance responses to minimum wage increases," Labour Economics, Elsevier, vol. 79(C).
    16. Davidson, Carl & Heyman, Fredrik & Matusz, Steven & Sjöholm, Fredrik & Chun Zhu, Susan, 2022. "How International Experience Helps Shape Labor Market Outcomes," Working Paper Series 1453, Research Institute of Industrial Economics, revised 09 Jun 2024.
    17. Garman, Amy D. & Kubick, Thomas R., 2025. "Mitigating risk-shifting in corporate pension plans: Evidence from stakeholder constituency statutes," Journal of Accounting and Economics, Elsevier, vol. 79(1).
    18. Brülhart, Marius & Klinke, Gian-Paolo & Marcucci, Andrea & Rohner, Dominic & Thoenig, Mathias, 2023. "Price and Prejudice: Housing Rents Reveal Racial Animus," CEPR Discussion Papers 18050, C.E.P.R. Discussion Papers.
    19. Yuan, Huaxi & Zou, Longhui & Feng, Yidai, 2023. "How to achieve emission reduction without hindering economic growth? The role of judicial quality," Ecological Economics, Elsevier, vol. 209(C).
    20. Liu, Qing & Lu, Ruosi & Teng Sun, Stephen & Zhang, Meng, 2024. "Unintended workplace safety consequences of minimum wages," Journal of Public Economics, Elsevier, vol. 239(C).

    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:231:y:2025:i:c:s0167268125000587. 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.