IDEAS home Printed from https://ideas.repec.org/a/wly/ectrin/v31y2023i4p1073-1106.html
   My bibliography  Save this article

When patients have better insurance coverage in China: Provider incentives, costs, and quality of care

Author

Listed:
  • Mengna Luan
  • Wenjing Shi
  • Zhigang Tao
  • Hongjie Yuan

Abstract

This paper uses a patient discharge dataset from China to study whether and how medical expenses increase for those patients who have better insurance coverage. It uncovers consistent increases in total medical expenses and across each of the three broad categories of expenses (prescription drug expenses, diagnostic test expenses, and other service expenses), no improvement in the quality of care delivered. These increases in expenses can be attributed to patients, physicians, or both. The study provides evidence that physicians' financial incentives play an important role in inducing the increase in medical expenses and that physicians' workload level affects the role of their financial incentives.

Suggested Citation

  • Mengna Luan & Wenjing Shi & Zhigang Tao & Hongjie Yuan, 2023. "When patients have better insurance coverage in China: Provider incentives, costs, and quality of care," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1073-1106, October.
  • Handle: RePEc:wly:ectrin:v:31:y:2023:i:4:p:1073-1106
    DOI: 10.1111/ecot.12365
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ecot.12365
    Download Restriction: no

    File URL: https://libkey.io/10.1111/ecot.12365?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. Fu, Hongqiao & Li, Ling & Yip, Winnie, 2018. "Intended and unintended impacts of price changes for drugs and medical services: Evidence from China," Social Science & Medicine, Elsevier, vol. 211(C), pages 114-122.
    2. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    3. Chan, Marc K. & Zeng, Guohua, 2018. "Unintended consequences of supply-side cost control? Evidence from China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 61(C), pages 27-46.
    4. Jonathan Gruber & Nathaniel Hendren & Robert M. Townsend, 2014. "The Great Equalizer: Health Care Access and Infant Mortality in Thailand," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 91-107, January.
    5. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 392-421, Summer.
    6. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, MIT Press, vol. 3(3), pages 392-421, Summer.
    7. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2018. "Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self‐Assessed Health," Southern Economic Journal, John Wiley & Sons, vol. 84(3), pages 660-691, January.
    8. Hitoshi Shigeoka, 2014. "The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection," American Economic Review, American Economic Association, vol. 104(7), pages 2152-2184, July.
    9. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    10. Mary Charlson & Martin T Wells & Ralph Ullman & Fionnuala King & Celia Shmukler, 2014. "The Charlson Comorbidity Index Can Be Used Prospectively to Identify Patients Who Will Incur High Future Costs," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-16, December.
    11. Wagstaff, Adam & Lindelow, Magnus, 2008. "Can insurance increase financial risk?: The curious case of health insurance in China," Journal of Health Economics, Elsevier, vol. 27(4), pages 990-1005, July.
    12. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2019. "Does public insurance coverage for pregnant women affect prenatal health behaviors?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 419-453, April.
    13. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    14. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    15. Toshiaki Iizuka, 2007. "Experts' agency problems: evidence from the prescription drug market in Japan," RAND Journal of Economics, RAND Corporation, vol. 38(3), pages 844-862, September.
    16. Juanmarti Mestres, Arnau & López Casasnovas, Guillem & Vall Castelló, Judit, 2021. "The deadly effects of losing health insurance," European Economic Review, Elsevier, vol. 131(C).
    17. Kate Ho & Ariel Pakes, 2014. "Hospital Choices, Hospital Prices, and Financial Incentives to Physicians," American Economic Review, American Economic Association, vol. 104(12), pages 3841-3884, December.
    18. Jeffrey Clemens & Joshua D. Gottlieb, 2014. "Do Physicians' Financial Incentives Affect Medical Treatment and Patient Health?," American Economic Review, American Economic Association, vol. 104(4), pages 1320-1349, April.
    19. Felix Gottschalk & Wanda Mimra & Christian Waibel, 2020. "Health Services as Credence Goods: a Field Experiment," Post-Print hal-03137768, HAL.
    20. 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.
    21. Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013. "The RAND Health Insurance Experiment, Three Decades Later," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
    22. Jonathan Gruber & Maria Owings, 1996. "Physician Financial Incentives and Cesarean Section Delivery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 99-123, Spring.
    23. He, Alex Jingwei, 2014. "The doctor–patient relationship, defensive medicine and overprescription in Chinese public hospitals: Evidence from a cross-sectional survey in Shenzhen city," Social Science & Medicine, Elsevier, vol. 123(C), pages 64-71.
    24. 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.
    25. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    26. Luan, Mengna & Shao, Xiang & Dou, Fengman, 2020. "Financial conditions, health care provision, and patient outcomes: Evidence from Chinese public hospitals," Economics Letters, Elsevier, vol. 186(C).
    27. 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.
    28. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
    29. Michael Anderson & Carlos Dobkin & Tal Gross, 2012. "The Effect of Health Insurance Coverage on the Use of Medical Services," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 1-27, February.
    30. Currie, Janet & Lin, Wanchuan & Meng, Juanjuan, 2014. "Addressing antibiotic abuse in China: An experimental audit study," Journal of Development Economics, Elsevier, vol. 110(C), pages 39-51.
    31. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    32. Lu, Fangwen, 2014. "Insurance coverage and agency problems in doctor prescriptions: Evidence from a field experiment in China," Journal of Development Economics, Elsevier, vol. 106(C), pages 156-167.
    33. Carroll, Caitlin & Chernew, Michael & Fendrick, A. Mark & Thompson, Joe & Rose, Sherri, 2018. "Effects of episode-based payment on health care spending and utilization: Evidence from perinatal care in Arkansas," Journal of Health Economics, Elsevier, vol. 61(C), pages 47-62.
    34. Toshiaki Iizuka, 2012. "Physician Agency and Adoption of Generic Pharmaceuticals," American Economic Review, American Economic Association, vol. 102(6), pages 2826-2858, October.
    35. Chen, Brian K. & Gertler, Paul J. & Yang, Chun-Yuh, 2016. "Physician ownership of complementary medical services," Journal of Public Economics, Elsevier, vol. 144(C), pages 27-39.
    36. Ann P. Bartel & Carri W. Chan & Song-Hee Kim, 2020. "Should Hospitals Keep Their Patients Longer? The Role of Inpatient Care in Reducing Postdischarge Mortality," Management Science, INFORMS, vol. 66(6), pages 2326-2346, June.
    37. Felix Gottschalk & Wanda Mimra & Christian Waibe, 2020. "Health Services as Credence Goods: a Field Experiment," The Economic Journal, Royal Economic Society, vol. 130(629), pages 1346-1383.
    38. Matthew Gentzkow, 2006. "Television and Voter Turnout," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 931-972.
    39. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    40. Lundin, Douglas, 2000. "Moral hazard in physician prescription behavior," Journal of Health Economics, Elsevier, vol. 19(5), pages 639-662, September.
    41. Bloom, Gerald & Standing, Hilary & Lloyd, Robert, 2008. "Markets, information asymmetry and health care: Towards new social contracts," Social Science & Medicine, Elsevier, vol. 66(10), pages 2076-2087, May.
    42. Ghosh, Ausmita & Simon, Kosali & Sommers, Benjamin D., 2019. "The Effect of Health Insurance on Prescription Drug Use Among Low-Income Adults:Evidence from Recent Medicaid Expansions," Journal of Health Economics, Elsevier, vol. 63(C), pages 64-80.
    43. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
    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. Lu, Fangwen, 2014. "Insurance coverage and agency problems in doctor prescriptions: Evidence from a field experiment in China," Journal of Development Economics, Elsevier, vol. 106(C), pages 156-167.
    2. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    3. Wu, Bingxiao, 2019. "Physician agency in China: Evidence from a drug-percentage incentive scheme," Journal of Development Economics, Elsevier, vol. 140(C), pages 72-89.
    4. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
    5. Mahé, Clotilde, 2020. "Publicly provided healthcare and migration," Economics & Human Biology, Elsevier, vol. 39(C).
    6. Gabriella Conti & Rita Ginja, 2023. "Who Benefits from Free Health Insurance?: Evidence from Mexico," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 146-182.
    7. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    8. Elina Jussila & Kaisa Kotakorpi & Jouko Verho, 2022. "Prescription Behavior of Physicians in the Public and Private Sector," CESifo Working Paper Series 10186, CESifo.
    9. Michael R.M. Abrigo & Timothy J. Halliday & Teresa Molina, 2022. "Expanding health insurance for the elderly of the Philippines," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 500-520, April.
    10. M. Taha Kasim & Benjamin Ukert, 2021. "The impact of WIC participation on tobacco use and alcohol consumption," Contemporary Economic Policy, Western Economic Association International, vol. 39(3), pages 608-625, July.
    11. Barnes, Kayleigh & Mukherji, Arnab & Mullen, Patrick & Sood, Neeraj, 2017. "Financial risk protection from social health insurance," Journal of Health Economics, Elsevier, vol. 55(C), pages 14-29.
    12. Emily Gustafsson-Wright & Gosia Popławska & Zlata Tanović & Jacques Gaag, 2018. "The impact of subsidized private health insurance and health facility upgrades on healthcare utilization and spending in rural Nigeria," International Journal of Health Economics and Management, Springer, vol. 18(3), pages 221-276, September.
    13. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    14. Feng Huang & Li Gan`, 2017. "The Impacts of China's Urban Employee Basic Medical Insurance on Healthcare Expenditures and Health Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 149-163, February.
    15. Sarah Miller & Norman Johnson & Laura R Wherry, 2021. "Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1783-1829.
    16. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.
    17. Balafoutas, Loukas & Kerschbamer, Rudolf, 2020. "Credence goods in the literature: What the past fifteen years have taught us about fraud, incentives, and the role of institutions," Journal of Behavioral and Experimental Finance, Elsevier, vol. 26(C).
    18. Lagarde, Mylène & Blaauw, Duane, 2022. "Overtreatment and benevolent provider moral hazard: Evidence from South African doctors," Journal of Development Economics, Elsevier, vol. 158(C).
    19. Meng‐Chi Tang, 2023. "A structural analysis of physician agency and pharmaceutical demand," Health Economics, John Wiley & Sons, Ltd., vol. 32(7), pages 1453-1477, July.
    20. Borgschulte, Mark & Vogler, Jacob, 2020. "Did the ACA Medicaid expansion save lives?," Journal of Health Economics, Elsevier, vol. 72(C).

    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:ectrin:v:31:y:2023:i:4:p:1073-1106. 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: https://doi.org/10.1111/(ISSN)2577-6983 .

    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.