IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v68y2022i4p2889-2913.html
   My bibliography  Save this article

Do Electronic Health Record Systems Increase Medicare Reimbursements? The Moderating Effect of the Recovery Audit Program

Author

Listed:
  • Kartik K. Ganju

    (Carlson School of Management, University of Minnesota, Minneapolis, Minnesota 55455)

  • Hilal Atasoy

    (Rutgers Business School, Rutgers University, Newark, New Jersey 07102)

  • Paul A. Pavlou

    (C.T. Bauer College of Business, University of Houston, Houston, Texas 77204)

Abstract

Electronic health record (EHR) systems allow physicians to automate the process of entering patient data relative to manual entry in traditional paper-based records. However, such automated data entry can lead to increased reimbursement requests by hospitals from Medicare by overstating the complexity of patients. The EHR module that has been alleged to increase reimbursements is the Computerized Physician Order Entry (CPOE) system, which populates patient charts with default templates and allows physicians to copy and paste data from previous charts of the patient and other patients’ records. To combat increased reimbursements by hospitals from Medicare, the Centers for Medicare & Medicaid Services implemented the Recovery Audit Program first as a pilot in six states between 2005 and 2009 and then, nationwide in the entire United States in 2010. We examine whether the adoption of CPOE systems by hospitals is associated with an increase in reported patient complexity and if the Recovery Audit Program helped to attenuate this relationship. We find that the adoption of CPOE systems significantly increases patient complexity reported by hospitals, corresponding to an estimate of $1 billion increase in Medicare reimbursements per year. This increase was attenuated when hospitals were regulated by the Recovery Audit Program. Notably, those recovery auditors who developed the ability to identify the use of default templates, copied and pasted data, and cloned records were the most effective in reducing increased reimbursements. These findings have implications on how to combat Medicare reimbursements paid by taxpayer dollars with the Recovery Audit Program and how this information technology (IT) audit can prevent the misuse of information systems to create artificial business value of IT by hospitals. Contributions to information systems and healthcare research, practice, and public policy are discussed.

Suggested Citation

  • Kartik K. Ganju & Hilal Atasoy & Paul A. Pavlou, 2022. "Do Electronic Health Record Systems Increase Medicare Reimbursements? The Moderating Effect of the Recovery Audit Program," Management Science, INFORMS, vol. 68(4), pages 2889-2913, April.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:4:p:2889-2913
    DOI: 10.1287/mnsc.2021.4002
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2021.4002
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2021.4002?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. Lee, B.Y. & McGlone, S.M. & Song, Y. & Avery, T.R. & Eubank, S. & Chang, C.C. & Bailey, R.R. & Wagener, D.K. & Burke, D.S. & Platt, R. & Huang, S.S., 2011. "Social network analysis of patient sharing among hospitals in Orange County, California," American Journal of Public Health, American Public Health Association, vol. 101(4), pages 707-713.
    2. Agha, Leila, 2014. "The effects of health information technology on the costs and quality of medical care," Journal of Health Economics, Elsevier, vol. 34(C), pages 19-30.
    3. Gallemore, John & Labro, Eva, 2015. "The importance of the internal information environment for tax avoidance," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 149-167.
    4. Vicki McKinney & Kanghyun Yoon & Fatemeh “Mariam” Zahedi, 2002. "The Measurement of Web-Customer Satisfaction: An Expectation and Disconfirmation Approach," Information Systems Research, INFORMS, vol. 13(3), pages 296-315, September.
    5. Amalia R. Miller & Catherine E. Tucker, 2011. "Can Health Care Information Technology Save Babies?," Journal of Political Economy, University of Chicago Press, vol. 119(2), pages 289-324.
    6. Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2013. "The impact of health information technology on hospital productivity," RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 545-568, September.
    7. Pittman, Jeffrey A. & Fortin, Steve, 2004. "Auditor choice and the cost of debt capital for newly public firms," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 113-136, February.
    8. Sattar A. Mansi & William F. Maxwell & Darius P. Miller, 2004. "Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market," Journal of Accounting Research, Wiley Blackwell, vol. 42(4), pages 755-793, September.
    9. Young Eun Huh & Joachim Vosgerau & Carey K. Morewedge, 2014. "Social Defaults: Observed Choices Become Choice Defaults," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(3), pages 746-760.
    10. David Dranove, 1987. "Rate-Setting by Diagnosis Related Groups and Hospital Specialization," RAND Journal of Economics, The RAND Corporation, vol. 18(3), pages 417-427, Autumn.
    11. Daniel Kahneman & Jack L. Knetsch & Richard H. Thaler, 1991. "Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 193-206, Winter.
    12. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    13. Musa Mangena & Richard Pike, 2005. "The effect of audit committee shareholding, financial expertise and size on interim financial disclosures," Accounting and Business Research, Taylor & Francis Journals, vol. 35(4), pages 327-349.
    14. Hamsa Bastani & Joel Goh & Mohsen Bayati, 2019. "Evidence of Upcoding in Pay-for-Performance Programs," Management Science, INFORMS, vol. 65(3), pages 1042-1060, March.
    15. Hilal Atasoy & Pei-yu Chen & Kartik Ganju, 2018. "The Spillover Effects of Health IT Investments on Regional Healthcare Costs," Management Science, INFORMS, vol. 64(6), pages 2515-2534, June.
    16. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, May.
    17. David Dranove & Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 239-270, November.
    18. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    19. Jonathan Levav & Mark Heitmann & Andreas Herrmann & Sheena S. Iyengar, 2010. "Order in Product Customization Decisions: Evidence from Field Experiments," Journal of Political Economy, University of Chicago Press, vol. 118(2), pages 274-299, April.
    20. Lawrence D. Brown & Arianna Spina Pinello, 2007. "To What Extent Does the Financial Reporting Process Curb Earnings Surprise Games?," Journal of Accounting Research, Wiley Blackwell, vol. 45(5), pages 947-981, December.
    21. Ma, Ching-to Albert, 1994. "Health Care Payment Systems: Cost and Quality Incentives," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 3(1), pages 93-112, Spring.
    22. Brad N. Greenwood & Kartik K. Ganju & Corey M. Angst, 2019. "How Does the Implementation of Enterprise Information Systems Affect a Professional’s Mobility? An Empirical Study," Information Systems Research, INFORMS, vol. 30(2), pages 563-594, June.
    23. Kartik K. Ganju & Hilal Atasoy & Jeffery McCullough & Brad Greenwood, 2020. "The Role of Decision Support Systems in Attenuating Racial Biases in Healthcare Delivery," Management Science, INFORMS, vol. 66(11), pages 5171-5181, November.
    24. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    25. Patricia M. Dechow & Richard G. Sloan & Amy P. Sweeney, 1996. "Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC," Contemporary Accounting Research, John Wiley & Sons, vol. 13(1), pages 1-36, March.
    26. Ellis, Randall P. & McGuire, Thomas G., 1986. "Provider behavior under prospective reimbursement : Cost sharing and supply," Journal of Health Economics, Elsevier, vol. 5(2), pages 129-151, June.
    27. Michael Geruso & Timothy Layton, 2020. "Upcoding: Evidence from Medicare on Squishy Risk Adjustment," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 984-1026.
    28. Jeffrey S. McCullough & Stephen T. Parente & Robert Town, 2016. "Health information technology and patient outcomes: the role of information and labor coordination," RAND Journal of Economics, RAND Corporation, vol. 47(1), pages 207-236, February.
    29. DeFond, Mark & Zhang, Jieying, 2014. "A review of archival auditing research," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 275-326.
    30. repec:bla:jemstr:v:3:y:1994:i:1:p:93-112:a is not listed on IDEAS
    31. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    32. Corey M. Angst & Ritu Agarwal & V. Sambamurthy & Ken Kelley, 2010. "Social Contagion and Information Technology Diffusion: The Adoption of Electronic Medical Records in U.S. Hospitals," Management Science, INFORMS, vol. 56(8), pages 1219-1241, August.
    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. Sezgin Ayabakan & Indranil R. Bardhan & Zhiqiang (Eric) Zheng, 2024. "Impact of Telehealth and Process Virtualization on Healthcare Utilization," Information Systems Research, INFORMS, vol. 35(1), pages 45-65, March.

    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. Hilal Atasoy & Pei-yu Chen & Kartik Ganju, 2018. "The Spillover Effects of Health IT Investments on Regional Healthcare Costs," Management Science, INFORMS, vol. 64(6), pages 2515-2534, June.
    2. Gautam Gowrisankaran & Keith A. Joiner & Jianjing Lin, 2016. "How do Hospitals Respond to Payment Incentives?," NBER Working Papers 22873, National Bureau of Economic Research, Inc.
    3. Ari Bronsoler & John Van Reenen & Joseph Doyle, 2022. "The Impact of Health Information and Communication Technology on Clinical Quality, Productivity, and Workers," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 23-46, August.
    4. Ari Bronsoler & Joseph J. Doyle Jr. & John Van Reenen, 2021. "The Impact of Healthcare IT on Clinical Quality, Productivity and Workers," NBER Working Papers 29218, National Bureau of Economic Research, Inc.
    5. Brad N. Greenwood & Kartik K. Ganju & Corey M. Angst, 2019. "How Does the Implementation of Enterprise Information Systems Affect a Professional’s Mobility? An Empirical Study," Information Systems Research, INFORMS, vol. 30(2), pages 563-594, June.
    6. Böckerman, Petri & Kortelainen, Mika & Laine, Liisa & Nurminen, Mikko & Saxell, Tanja, 2019. "Digital Waste? Unintended Consequences of Health Information Technology," IZA Discussion Papers 12275, Institute of Labor Economics (IZA).
    7. Muhammad Zia Hydari & Rahul Telang & William M. Marella, 2019. "Saving Patient Ryan—Can Advanced Electronic Medical Records Make Patient Care Safer?," Management Science, INFORMS, vol. 67(5), pages 2041-2059, May.
    8. Pinghsun Huang & Yi-Chieh Wen & Yan Zhang, 2020. "Does the monitoring effect of Big 4 audit firms really prevail? Evidence from managerial expropriation of cash assets," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 739-768, August.
    9. Abdo, Hafez & Mangena, Musa & Needham, Graham & Hunt, David, 2018. "Disclosure of provisions for decommissioning costs in annual reports of oil and gas companies: A content analysis and stakeholder views," Accounting forum, Elsevier, vol. 42(4), pages 341-358.
    10. Yu-Kai Lin & Mingfeng Lin & Hsinchun Chen, 2019. "Do Electronic Health Records Affect Quality of Care? Evidence from the HITECH Act," Service Science, INFORMS, vol. 30(1), pages 306-318, March.
    11. Hemant K. Bhargava & Abhay Nath Mishra, 2014. "Electronic Medical Records and Physician Productivity: Evidence from Panel Data Analysis," Management Science, INFORMS, vol. 60(10), pages 2543-2562, October.
    12. Michel Magnan & Haiping Wang & Yaqi Shi(Sans nom), 2016. "Fair Value Accounting and the Cost of Debt," CIRANO Working Papers 2016s-32, CIRANO.
    13. Jeong-Bon Kim & Mikhail Pevzner & Xiangang Xin, 2019. "Foreign institutional ownership and auditor choice: Evidence from worldwide institutional ownership," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(1), pages 83-110, February.
    14. Dranove, David & Garthwaite, Craig & Li, Bingyang & Ody, Christopher, 2015. "Investment subsidies and the adoption of electronic medical records in hospitals," Journal of Health Economics, Elsevier, vol. 44(C), pages 309-319.
    15. Ling Chu & Robert Mathieu & Chima Mbagwu, 2009. "The Impact of Corporate Governance and Audit Quality on the Cost of Private Loans," Accounting Perspectives, John Wiley & Sons, vol. 8(4), pages 277-304, November.
    16. Guangming Gong & Liang Xiao & Si Xu & Xun Gong, 2019. "Do Bond Investors Care About Engagement Auditors’ Negative Experiences? Evidence from China," Journal of Business Ethics, Springer, vol. 158(3), pages 779-806, September.
    17. Anginer, Deniz & Mansi, Sattar & Warburton, A. Joseph & Yildizhan, Celim, 2011. "Firm Reputation and Cost of Debt Capital," MPRA Paper 64965, University Library of Munich, Germany, revised 05 Jun 2015.
    18. Lin, Z. Jun & Liu, Ming, 2009. "The impact of corporate governance on auditor choice: Evidence from China," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 18(1), pages 44-59.
    19. Jeffrey S. McCullough & Stephen T. Parente & Robert Town, 2013. "Health Information Technology and Patient Outcomes: The Role of Organizational and Informational Complementarities," NBER Working Papers 18684, National Bureau of Economic Research, Inc.
    20. Dang, Man & Puwanenthiren, Premkanth & Truong, Cameron & Henry, Darren & Vo, Xuan Vinh, 2022. "Audit quality and seasoned equity offerings methods," International Review of Financial Analysis, Elsevier, vol. 83(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:inm:ormnsc:v:68:y:2022:i:4:p:2889-2913. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.