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From downcoding to upcoding: DRG based payment in hospitals

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  • Carine Milcent

    (Center for National Scientific Research, CNRS – Paris School of Economics – PSE)

Abstract

A prospective disease group-based payment is a reimbursement rule used in a wide array of countries. It turns to be the hospital’s payment rule to imply. The secret of this payment is a fee payment as well as a hospital’s activity based payment. There is a consensus to consider this rule of payment as the least likely to be manipulated by the actors. However, the defined fee per group depends on recorded information that is then processed using complex algorithms. What if the data itself can be manipulated? The result would be a fee per group based on manipulated factors that would lead to an inefficient budget allocation between hospitals. Using a unique French longitudinal database with 145 million stays, I unambiguously demonstrate that the implementation of a finer classification led to an upcoding-learning effect. The end result has been a budget transfer from public non-research hospitals to for-profit hospitals. The 2009 policy lead to upcoding disconnected from any changes in the trend of production of care.

Suggested Citation

  • Carine Milcent, 2021. "From downcoding to upcoding: DRG based payment in hospitals," International Journal of Health Economics and Management, Springer, vol. 21(1), pages 1-26, March.
  • Handle: RePEc:kap:ijhcfe:v:21:y:2021:i:1:d:10.1007_s10754-020-09287-x
    DOI: 10.1007/s10754-020-09287-x
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    1. 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.
    2. Chalkley, Martin & Malcomson, James M., 1998. "Contracting for health services when patient demand does not reflect quality," Journal of Health Economics, Elsevier, vol. 17(1), pages 1-19, January.
    3. Kurt R. Brekke & Luigi Siciliani & Odd Rune Straume, 2011. "Hospital Competition and Quality with Regulated Prices," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(2), pages 444-469, June.
    4. Kuhn, Michael & Siciliani, Luigi, 2008. "Upcoding and Optimal Auditing in Health Care (or The economics of DRG creep)," CEPR Discussion Papers 6689, C.E.P.R. Discussion Papers.
    5. Silverman, Elaine & Skinner, Jonathan, 2004. "Medicare upcoding and hospital ownership," Journal of Health Economics, Elsevier, vol. 23(2), pages 369-389, March.
    6. Andrei Shleifer, 1985. "A Theory of Yardstick Competition," RAND Journal of Economics, The RAND Corporation, vol. 16(3), pages 319-327, Autumn.
    7. Irène Georgescu & Frank G.H. Hartmann, 2013. "Sources of financial pressure and up coding behavior in French public hospitals," Post-Print hal-02100570, HAL.
    8. Carine Milcent, 2017. "Premier bilan de la tarification à l’activité (T2A) sur la variabilité des coûts hospitaliers," PSE-Ecole d'économie de Paris (Postprint) halshs-01522581, HAL.
    9. Mougeot, Michel & Naegelen, Florence, 2008. "Supply-side risk adjustment and outlier payment policy," Journal of Health Economics, Elsevier, vol. 27(5), pages 1196-1200, September.
    10. 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.
    11. Carine Milcent, 2017. "Premier bilan de la T2A sur la variabilité des coûts hospitaliers," Working Papers halshs-01649554, HAL.
    12. Anne Mason & Zeynep Or & Thomas Renaud & Andrew Street & Josselin Thuilliez & Padraic Ward & ON BEHALF OF THE EURODRG GROUP, 2012. "How Well Do Diagnosis‐Related Groups For Appendectomy Explain Variations In Resource Use? An Analysis Of Patient‐Level Data From 10 European Countries," Health Economics, John Wiley & Sons, Ltd., vol. 21(S2), pages 30-40, August.
    13. Siciliani, Luigi, 2006. "Selection of treatment under prospective payment systems in the hospital sector," Journal of Health Economics, Elsevier, vol. 25(3), pages 479-499, May.
    14. Xirasagar, Sudha & Lin, Herng-Ching, 2006. "Effects of payment incentives, hospital ownership and competition on hospitalization decisions for ambulatory surgical procedures," Health Policy, Elsevier, vol. 76(1), pages 26-37, March.
    15. Anne Mason & Zeynep Or & Thomas Renaud & Andrew Street & Josselin Thuilliez & Padraic Ward & ON BEHALF OF THE EURODRG GROUP, 2012. "How Well Do Diagnosis‐Related Groups For Appendectomy Explain Variations In Resource Use? An Analysis Of Patient‐Level Data From 10 European Countries," Health Economics, John Wiley & Sons, Ltd., vol. 21(S2), pages 30-40, August.
    16. Brekke, Kurt R. & Siciliani, Luigi & Straume, Odd Rune, 2012. "Quality competition with profit constraints," Journal of Economic Behavior & Organization, Elsevier, vol. 84(2), pages 642-659.
    17. Georgescu, Irène & Hartmann, Frank G.H., 2013. "Sources of financial pressure and up coding behavior in French public hospitals," Health Policy, Elsevier, vol. 110(2), pages 156-163.
    18. Pedro Barros & Gisele Braun, 2017. "Upcoding in a National Health Service: the evidence from Portugal," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 600-618, May.
    19. Boyd H. Gilman, 2000. "Hospital response to DRG refinements: the impact of multiple reimbursement incentives on inpatient length of stay," Health Economics, John Wiley & Sons, Ltd., vol. 9(4), pages 277-294, June.
    20. Reinhard Busse & Alexander Geissler & Anne Mason & Zeynep Or & David Scheller‐Kreinsen & Andrew Street & Unto Häkkinen & Pietro Chiarello & Francesc Cots & Mikko Peltola & Hanna Rättö, 2012. "Patient Classification And Hospital Costs Of Care For Acute Myocardial Infarction In Nine European Countries," Health Economics, John Wiley & Sons, Ltd., vol. 21, pages 19-29, August.
    21. Leemore S. Dafny, 2005. "How Do Hospitals Respond to Price Changes?," American Economic Review, American Economic Association, vol. 95(5), pages 1525-1547, December.
    22. Unto Häkkinen & Pietro Chiarello & Francesc Cots & Mikko Peltola & Hanna Rättö & ON BEHALF OF THE EURODRG GROUP, 2012. "Patient Classification And Hospital Costs Of Care For Acute Myocardial Infarction In Nine European Countries," Health Economics, John Wiley & Sons, Ltd., vol. 21(S2), pages 19-29, August.
    23. Mark Duggan, 2002. "Hospital Market Structure and the Behavior of Not-For-Profit Hospitals," RAND Journal of Economics, The RAND Corporation, vol. 33(3), pages 433-446, Autumn.
    24. Pope, Gregory C., 1989. "Hospital nonprice competition and medicare reimbursement policy," Journal of Health Economics, Elsevier, vol. 8(2), pages 147-172, June.
    25. Steinbusch, Paul J.M. & Oostenbrink, Jan B. & Zuurbier, Joost J. & Schaepkens, Frans J.M., 2007. "The risk of upcoding in casemix systems: A comparative study," Health Policy, Elsevier, vol. 81(2-3), pages 289-299, May.
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Chris Sampson’s journal round-up for 22nd March 2021
      by Chris Sampson in The Academic Health Economists' Blog on 2021-03-22 12:00:01

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    More about this item

    Keywords

    Hospital stays; Diagnosis-related groups (DRGs); Upcoding; Manipulated database; Heterogeneity in responses;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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