IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v43y2015icp13-26.html
   My bibliography  Save this article

What explains DRG upcoding in neonatology? The roles of financial incentives and infant health

Author

Listed:
  • Jürges, Hendrik
  • Köberlein, Juliane

Abstract

We use the introduction of diagnosis related groups (DRGs) in German neonatology to study the determinants of upcoding. Since 2003, reimbursement is based inter alia on birth weight, with substantial discontinuities at eight thresholds. These discontinuities create incentives to upcode preterm infants into classes of lower birth weight. Using data from the German birth statistics 1996–2010 and German hospital data from 2006 to 2011, we show that (1) since the introduction of DRGs, hospitals have upcoded at least 12,000 preterm infants and gained additional reimbursement in excess of 100 million Euro; (2) upcoding rates are systematically higher at thresholds with larger reimbursement hikes and in hospitals that subsequently treat preterm infants, i.e. where the gains accrue; (3) upcoding is systematically linked with newborn health conditional on birth weight. Doctors and midwives respond to financial incentives by not upcoding newborns with low survival probabilities, and by upcoding infants with higher expected treatment costs.

Suggested Citation

  • Jürges, Hendrik & Köberlein, Juliane, 2015. "What explains DRG upcoding in neonatology? The roles of financial incentives and infant health," Journal of Health Economics, Elsevier, vol. 43(C), pages 13-26.
  • Handle: RePEc:eee:jhecon:v:43:y:2015:i:c:p:13-26
    DOI: 10.1016/j.jhealeco.2015.06.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629615000557
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2015.06.001?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. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 591-634.
    2. Sloan, Frank A. & Picone, Gabriel A. & TaylorJr., Donald H. & Chou, Shin-Yi, 2001. "Hospital ownership and cost and quality of care: is there a dime's worth of difference?," Journal of Health Economics, Elsevier, vol. 20(1), pages 1-21, January.
    3. Seth Freedman, 2016. "Capacity and Utilization in Health Care: The Effect of Empty Beds on Neonatal Intensive Care Admission," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 154-185, May.
    4. Shigeoka, Hitoshi & Fushimi, Kiyohide, 2014. "Supplier-induced demand for newborn treatment: Evidence from Japan," Journal of Health Economics, Elsevier, vol. 35(C), pages 162-178.
    5. Alan I. Barreca & Melanie Guldi & Jason M. Lindo & Glen R. Waddell, 2011. "Saving Babies? Revisiting the effect of very low birth weight classification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2117-2123.
    6. Matthias Vogl, 2012. "Assessing DRG cost accounting with respect to resource allocation and tariff calculation: the case of Germany," Health Economics Review, Springer, vol. 2(1), pages 1-12, December.
    7. David, R.J., 1980. "The quality and completeness of birthweight and gestational age data in computerized birth files," American Journal of Public Health, American Public Health Association, vol. 70(9), pages 964-973.
    8. Randall P. Ellis & Thomas G. McGuire, 1993. "Supply-Side and Demand-Side Cost Sharing in Health Care," Journal of Economic Perspectives, American Economic Association, vol. 7(4), pages 135-151, Fall.
    9. Silverman, Elaine & Skinner, Jonathan, 2004. "Medicare upcoding and hospital ownership," Journal of Health Economics, Elsevier, vol. 23(2), pages 369-389, March.
    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. Reif, Simon & Wichert, Sebastian & Wuppermann, Amelie, 2018. "Is it good to be too light? Birth weight thresholds in hospital reimbursement systems," Journal of Health Economics, Elsevier, vol. 59(C), pages 1-25.
    2. Simon Reif & Lucas Hafner & Michael Seebauer, 2020. "Physician Behavior under Prospective Payment Schemes—Evidence from Artefactual Field and Lab Experiments," IJERPH, MDPI, vol. 17(15), pages 1-37, July.
    3. Heike Hennig‐Schmidt & Hendrik Jürges & Daniel Wiesen, 2019. "Dishonesty in health care practice: A behavioral experiment on upcoding in neonatology," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 319-338, March.
    4. Brilli, Ylenia & Restrepo, Brandon J., 2020. "Birth weight, neonatal care, and infant mortality: Evidence from macrosomic babies," Economics & Human Biology, Elsevier, vol. 37(C).
    5. Boes, Stefan & Napierala, Christoph, 2021. "Assessment of the introduction of DRG-based reimbursement in Switzerland: Evidence on the short-term effects on length of stay compliance in university hospitals," Health Policy, Elsevier, vol. 125(6), pages 739-750.
    6. Lai, Yi & Fu, Hongqiao & Li, Ling & Yip, Winnie, 2022. "Hospital response to a case-based payment scheme under regional global budget: The case of Guangzhou in China," Social Science & Medicine, Elsevier, vol. 292(C).

    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. Hendrik Jürges & Juliane Köberlein, 2013. "First Do No Harm. Then Do Not Cheat: DRG Upcoding in German Neonatology," Discussion Papers of DIW Berlin 1314, DIW Berlin, German Institute for Economic Research.
    2. repec:mea:meawpa:13272 is not listed on IDEAS
    3. Lee, Ajin, 2020. "How do hospitals respond to managed care? Evidence from at-risk newborns," Journal of Public Economics, Elsevier, vol. 184(C).
    4. Reif, Simon & Wichert, Sebastian & Wuppermann, Amelie, 2018. "Is it good to be too light? Birth weight thresholds in hospital reimbursement systems," Journal of Health Economics, Elsevier, vol. 59(C), pages 1-25.
    5. Heike Hennig‐Schmidt & Hendrik Jürges & Daniel Wiesen, 2019. "Dishonesty in health care practice: A behavioral experiment on upcoding in neonatology," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 319-338, March.
    6. Bowblis John R. & Brunt Christopher S. & Grabowski David C., 2016. "Competitive Spillovers and Regulatory Exploitation by Skilled Nursing Facilities," Forum for Health Economics & Policy, De Gruyter, vol. 19(1), pages 45-70, June.
    7. Hope Corman & Dhaval Dave & Nancy E. Reichman, 2018. "Evolution of the Infant Health Production Function," Southern Economic Journal, John Wiley & Sons, vol. 85(1), pages 6-47, July.
    8. Mindy Marks & Moonkyung Kate Choi, 2019. "Baby Boomlets and Baby Health: Hospital Crowdedness, Hospital Spending, and Infant Health," American Journal of Health Economics, MIT Press, vol. 5(3), pages 376-406, Summer.
    9. N. Meltem Daysal & Marianne Simonsen & Mircea Trandafir & Sanni Breining, 2022. "Spillover Effects of Early-Life Medical Interventions," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 1-16, March.
    10. Adolf Kwadzo Dzampe & Shingo Takahashi, 2024. "Financial incentives and health provider behaviour: Evidence from a capitation policy in Ghana," Health Economics, John Wiley & Sons, Ltd., vol. 33(2), pages 333-344, February.
    11. Johanna Catherine Maclean & Brendan Saloner, 2018. "Substance Use Treatment Provider Behavior and Healthcare Reform: Evidence from Massachusetts," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 76-101, January.
    12. Abdurrahman B. Aydemir & Murat Güray Kırdar & Huzeyfe Torun, 2019. "The Effect of Education on Geographic Mobility: Incidence, Timing, and Type of Migration," RF Berlin - CReAM Discussion Paper Series 1914, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    13. Cook, Amanda & Averett, Susan, 2020. "Do hospitals respond to changing incentive structures? Evidence from Medicare’s 2007 DRG restructuring," Journal of Health Economics, Elsevier, vol. 73(C).
    14. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    15. Prashant Bharadwaj & Katrine Vellesen L?ken & Christopher Neilson, 2013. "Early Life Health Interventions and Academic Achievement," American Economic Review, American Economic Association, vol. 103(5), pages 1862-1891, August.
    16. Benedic N. Ippolito, 2016. "Financial incentives, hospital care, and health outcomes: Evidence from fair pricing laws," AEI Economics Working Papers 863745, American Enterprise Institute.
    17. Feng, Andy & Graetz, Georg, 2017. "A question of degree: The effects of degree class on labor market outcomes," Economics of Education Review, Elsevier, vol. 61(C), pages 140-161.
    18. Amelia A. Hawkins & Christopher A. Hollrah & Sarah Miller & Laura R. Wherry & Gloria Aldana & Mitchell D. Wong, 2023. "The Long-Term Effects of Income for At-Risk Infants: Evidence from Supplemental Security Income," NBER Working Papers 31746, National Bureau of Economic Research, Inc.
    19. Murat G. Kırdar & Meltem Dayıoğlu & İsmet Koç, 2018. "The Effects of Compulsory-Schooling Laws on Teenage Marriage and Births in Turkey," Journal of Human Capital, University of Chicago Press, vol. 12(4), pages 640-668.
    20. Chyn, Eric & Gold, Samantha & Hastings, Justine, 2021. "The returns to early-life interventions for very low birth weight children," Journal of Health Economics, Elsevier, vol. 75(C).
    21. Lindqvist, Erik, 2007. "Will Privatization Reduce Costs?," SSE/EFI Working Paper Series in Economics and Finance 660, Stockholm School of Economics.

    More about this item

    Keywords

    Hospitals; Reimbursement; DRG upcoding; Neonatal care; Preterm infants;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • D20 - Microeconomics - - Production and Organizations - - - General

    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:eee:jhecon:v:43:y:2015:i:c:p:13-26. 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/inca/505560 .

    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.