IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/28809.html
   My bibliography  Save this paper

Cream Skimming by Health Care Providers and Inequality in Health Care Access: Evidence from a Randomized Field Experiment

Author

Listed:
  • Anna Werbeck
  • Ansgar Wübker
  • Nicolas R. Ziebarth

Abstract

Using a randomized field experiment, we show that health care specialists cream-skim patients by their expected profitability. In the German two-tier system, outpatient reimbursement rates for both public and private insurance are centrally determined but are significantly higher for the privately insured. In our field experiment, following a standardized protocol, the same hypothetical patient called 991 private practices in 36 German counties to schedule appointments for allergy tests, hearing tests and gastroscopies. Practices were 4% more likely to offer an appointment to the privately insured. Conditional on being offered an appointment, wait times for the publicly insured were twice as long than for the privately insured. We also find smaller access differences when reimbursement rate differences are smaller. Our findings show that structural differences in reimbursement rates lead to structural differences in health care access.

Suggested Citation

  • Anna Werbeck & Ansgar Wübker & Nicolas R. Ziebarth, 2021. "Cream Skimming by Health Care Providers and Inequality in Health Care Access: Evidence from a Randomized Field Experiment," NBER Working Papers 28809, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28809
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w28809.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kesternich, Iris & Schumacher, Heiner & Winter, Joachim, 2015. "Professional norms and physician behavior: Homo oeconomicus or homo hippocraticus?," Journal of Public Economics, Elsevier, vol. 131(C), pages 1-11.
    2. Laudicella, Mauro & Siciliani, Luigi & Cookson, Richard, 2012. "Waiting times and socioeconomic status: Evidence from England," Social Science & Medicine, Elsevier, vol. 74(9), pages 1331-1341.
    3. Juan Pablo Atal & Hanming Fang & Martin Karlsson & Nicolas R. Ziebarth, 2019. "Exit, Voice, or Loyalty? An Investigation Into Mandated Portability of Front‐Loaded Private Health Plans," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 86(3), pages 697-727, September.
    4. Johanna Catherine Maclean & Chandler McClellan & Michael F. Pesko & Daniel Polsky, 2018. "Reimbursement Rates for Primary Care Services: Evidence of Spillover Effects to Behavioral Health," NBER Working Papers 24805, National Bureau of Economic Research, Inc.
    5. Siciliani, Luigi & Hurst, Jeremy, 2005. "Tackling excessive waiting times for elective surgery: a comparative analysis of policies in 12 OECD countries," Health Policy, Elsevier, vol. 72(2), pages 201-215, May.
    6. Laurence C. Baker & Anne Beeson Royalty, 2000. "Medicaid Policy, Physician Behavior, and Health Care for the Low-Income Population," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 480-502.
    7. 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.
    8. Felder, Stefan, 2008. "To wait or to pay for medical treatment? Restraining ex-post moral hazard in health insurance," Journal of Health Economics, Elsevier, vol. 27(6), pages 1418-1422, December.
    9. Hendrik Schmitz & Nicolas R. Ziebarth, 2017. "Does Price Framing Affect the Consumer Price Sensitivity of Health Plan Choice?," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 88-127.
    10. Siciliani, Luigi, 2006. "A dynamic model of supply of elective surgery in the presence of waiting times and waiting lists," Journal of Health Economics, Elsevier, vol. 25(5), pages 891-907, September.
    11. 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.
    12. Cullis, John G. & Jones, Philip R. & Propper, Carol, 2000. "Waiting lists and medical treatment: Analysis and policies," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 23, pages 1201-1249, Elsevier.
    13. Wagstaff, Adam & van Doorslaer, Eddy, 2000. "Chapter 34 Equity in health care finance and delivery," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 34, pages 1803-1862, Elsevier.
    14. Peter A. Riach & Judith Rich, 2004. "Deceptive Field Experiments of Discrimination: Are they Ethical?," Kyklos, Wiley Blackwell, vol. 57(3), pages 457-470, August.
    15. Pilny, Adam & Wübker, Ansgar & Ziebarth, Nicolas R., 2017. "Introducing risk adjustment and free health plan choice in employer-based health insurance: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 56(C), pages 330-351.
    16. Felix Gottschalk & Wanda Mimra & Christian Waibel, 2020. "Health Services as Credence Goods: a Field Experiment," Post-Print hal-03137768, HAL.
    17. van Doorslaer, Eddy & Wagstaff, Adam & van der Burg, Hattem & Christiansen, Terkel & De Graeve, Diana & Duchesne, Inge & Gerdtham, Ulf-G & Gerfin, Michael & Geurts, Jose & Gross, Lorna, 2000. "Equity in the delivery of health care in Europe and the US," Journal of Health Economics, Elsevier, vol. 19(5), pages 553-583, September.
    18. McGuire, Thomas G., 2000. "Physician agency," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 9, pages 461-536, Elsevier.
    19. Levitt, Steven D. & List, John A., 2009. "Field experiments in economics: The past, the present, and the future," European Economic Review, Elsevier, vol. 53(1), pages 1-18, January.
    20. Schmitz, Hendrik, 2013. "Practice budgets and the patient mix of physicians – The effect of a remuneration system reform on health care utilisation," Journal of Health Economics, Elsevier, vol. 32(6), pages 1240-1249.
    21. Silvia Angerer & Christian Waibel & Harald Stummer, 2019. "Discrimination in Health Care: A Field Experiment on the Impact of Patients’ Socioeconomic Status on Access to Care," American Journal of Health Economics, MIT Press, vol. 5(4), pages 407-427, Fall.
    22. Bunnings, C,; & Schmitz, H,; & Tauchmann, H,; & Ziebarth, N.R,;, 2015. "How Health Plan Enrollees Value Prices Relative to Supplemental Benefits and Service Quality," Health, Econometrics and Data Group (HEDG) Working Papers 15/02, HEDG, c/o Department of Economics, University of York.
    23. Walendzik, Anke & Greß, Stefan & Manouguian, Maral & Wasem, Jürgen, 2008. "Vergütungsunterschiede im ärztlichen Bereich zwischen PKV und GKV auf Basis des standardisierten Leistungsniveaus der GKV und Modelle der Vergütungsangleichung," IBES Diskussionsbeiträge 165, University of Duisburg-Essen, Institute of Business and Economic Studie (IBES).
    24. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    25. Karin Monstad & Lars Birger Engesæter & Birgitte Espehaug, 2014. "Waiting Time And Socioeconomic Status—An Individual‐Level Analysis," Health Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 446-461, April.
    26. Lindsay, Cotton M & Feigenbaum, Bernard, 1984. "Rationing by Waiting Lists," American Economic Review, American Economic Association, vol. 74(3), pages 404-417, June.
    27. Gravelle, Hugh & Siciliani, Luigi, 2008. "Optimal quality, waits and charges in health insurance," Journal of Health Economics, Elsevier, vol. 27(3), pages 663-674, May.
    28. Benjamin R. Handel & Jonathan T. Kolstad, 2015. "Health Insurance for "Humans": Information Frictions, Plan Choice, and Consumer Welfare," American Economic Review, American Economic Association, vol. 105(8), pages 2449-2500, August.
    29. Viberg, Nina & Forsberg, Birger C. & Borowitz, Michael & Molin, Roger, 2013. "International comparisons of waiting times in health care – Limitations and prospects," Health Policy, Elsevier, vol. 112(1), pages 53-61.
    30. Alberto Alesina & Nicola Fuchs-Schündeln, 2007. "Goodbye Lenin (or Not?): The Effect of Communism on People," American Economic Review, American Economic Association, vol. 97(4), pages 1507-1528, September.
    31. Yiqun Chen & Petra Persson & Maria Polyakova, 2019. "The Roots of Health Inequality and The Value of Intra-Family Expertise," NBER Working Papers 25618, National Bureau of Economic Research, Inc.
    32. Jeannette Brosig‐Koch & Nadja Kairies‐Schwarz & Johanna Kokot, 2017. "Sorting into payment schemes and medical treatment: A laboratory experiment," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 52-65, December.
    33. Diane Alexander & Molly Schnell, 2017. "Closing the Gap: The Impact of the Medicaid Primary Care Rate Increase on Access and Health," Working Paper Series WP-2017-10, Federal Reserve Bank of Chicago.
    34. Kathrin Roll & Tom Stargardt & Jonas Schreyögg, 2012. "Effect of Type of Insurance and Income on Waiting Time for Outpatient Care," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 37(4), pages 609-632, October.
    35. Eric French & Elaine Kelly & Martin Karlsson & Tobias J. Klein & Nicolas R. Ziebarth, 2016. "Skewed, Persistent and High before Death: Medical Spending in Germany," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 527-559, September.
    36. Jones, Andrew M. & Rice, Nigel & Robone, Silvana & Dias, Pedro Rosa, 2011. "Inequality and polarisation in health systems' responsiveness: A cross-country analysis," Journal of Health Economics, Elsevier, vol. 30(4), pages 616-625, July.
    37. Bauhoff, Sebastian, 2012. "Do health plans risk-select? An audit study on Germany's Social Health Insurance," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 750-759.
    38. repec:feb:artefa:0087 is not listed on IDEAS
    39. 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.
    40. Saurabh Bhargava & George Loewenstein & Justin Sydnor, 2017. "Choose to Lose: Health Plan Choices from a Menu with Dominated Option," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1319-1372.
    41. 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.
    42. Li, Jing, 2018. "Plastic surgery or primary care? Altruistic preferences and expected specialty choice of U.S. medical students," Journal of Health Economics, Elsevier, vol. 62(C), pages 45-59.
    43. Richards, Michael R. & Polsky, Daniel, 2016. "Influence of provider mix and regulation on primary care services supplied to US patients," Health Economics, Policy and Law, Cambridge University Press, vol. 11(2), pages 193-213, April.
    44. Christoph Schwierz & Achim Wübker & Ansgar Wübker & Björn Kuchinke, 2011. "Discrimination in waiting times by insurance type and financial soundness of German acute care hospitals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 405-416, October.
    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. Halla, Martin & Kah, Christopher & Sausgruber, Rupert, 2021. "Testing for Ethnic Discrimination in Outpatient Health Care: Evidence from a Field Experiment in Germany," Department of Economics Working Paper Series 319, WU Vienna University of Economics and Business.
    2. Rudi Rocha & Maíra Coube Salmen & Tatiana Lima & Fábio Miessi & Rodrigo Moreno-Serra & Matías Mrejen & Beatriz Rache & Rodrigo R. Soares & Mônica Viegas, 2021. "Considerações sobre a Reforma da Lei dos Planos de Saúde e seus Possíveis Impactos sobre o SUS," Technical Notes 024, Instituto de Estudos para Políticas de Saúde.
    3. Heisig, Jan Paul, 2021. "Soziale Ungleichheit und gesundheitliches Risiko in der Pandemie," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 332-344.
    4. Bach-Mortensen, Anders Malthe & Goodair, Benjamin & Barlow, Jane, 2022. "Outsourcing and children's social care: A longitudinal analysis of inspection outcomes among English children's homes and local authorities," Social Science & Medicine, Elsevier, vol. 313(C).
    5. Anell, Anders & Dackehag, Margareta & Dietrichson, Jens & Ellegård, Lina Maria & Kjellsson, Gustav, 2022. "Better Off by Risk Adjustment? Socioeconomic Disparities in Care Utilization in Sweden Following a Payment Reform," Working Papers 2022:15, Lund University, Department of Economics, revised 12 Mar 2024.
    6. Luca Fumarco & Benjamin Harrell & Patrick Button & David Schwegman & E Dils, 2020. "Gender Identity, Race, and Ethnicity-based Discrimination in Access to Mental Health Care: Evidence from an Audit Correspondence Field Experiment," NBER Working Papers 28164, National Bureau of Economic Research, Inc.
    7. Sylvain Chareyron & Yannick L’Horty & Pascale Petit, 2023. "Cream skimming and discrimination in access to medical care: A field experiment," Health Economics, John Wiley & Sons, Ltd., vol. 32(8), pages 1868-1883, August.
    8. Juan Pablo Atal & Hanming Fang & Martin Karlsson & Nicolas R. Ziebarth, 2020. "German Long-Term Health Insurance: Theory Meets Evidence," NBER Working Papers 26870, National Bureau of Economic Research, Inc.

    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. Sylvain Chareyron & Yannick L’Horty & Pascale Petit, 2023. "Cream skimming and discrimination in access to medical care: A field experiment," Health Economics, John Wiley & Sons, Ltd., vol. 32(8), pages 1868-1883, August.
    2. Heinrich Nils & Wübker Ansgar & Wuckel Christiane, 2018. "Waiting Times for Outpatient Treatment in Germany: New Experimental Evidence from Primary Data," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 238(5), pages 375-394, September.
    3. Jeannette Brosig‐Koch & Burkhard Hehenkamp & Johanna Kokot, 2023. "Who benefits from quality competition in health care? A theory and a laboratory experiment on the relevance of patient characteristics," Health Economics, John Wiley & Sons, Ltd., vol. 32(8), pages 1785-1817, August.
    4. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Kokot, Johanna & Wiesen, Daniel, 2024. "A new look at physicians’ responses to financial incentives: Quality of care, practice characteristics, and motivations," Journal of Health Economics, Elsevier, vol. 94(C).
    5. Halla, Martin & Kah, Christopher & Sausgruber, Rupert, 2021. "Testing for Ethnic Discrimination in Outpatient Health Care: Evidence from a Field Experiment in Germany," Department of Economics Working Paper Series 319, WU Vienna University of Economics and Business.
    6. Silvia Angerer & Daniela Glätzle‐Rützler & Christian Waibel, 2021. "Monitoring institutions in healthcare markets: Experimental evidence," Health Economics, John Wiley & Sons, Ltd., vol. 30(5), pages 951-971, May.
    7. Nikolova, Silviya & Sinko, Arthur & Sutton, Matt, 2015. "Do maximum waiting times guarantees change clinical priorities for elective treatment? Evidence from Scotland," Journal of Health Economics, Elsevier, vol. 41(C), pages 72-88.
    8. Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023. "Rents for Pills: Financial incentives and physician behavior," Journal of Health Economics, Elsevier, vol. 87(C).
    9. Bührer, Christian & Fetzer, Stefan & Hagist, Christian, 2020. "Adverse selection in the German Health Insurance System – the case of civil servants," Health Policy, Elsevier, vol. 124(8), pages 888-894.
    10. Gutacker, Nils & Siciliani, Luigi & Cookson, Richard, 2016. "Waiting time prioritisation: Evidence from England," Social Science & Medicine, Elsevier, vol. 159(C), pages 140-151.
    11. Attema, Arthur E. & Galizzi, Matteo M. & Groß, Mona & Hennig-Schmidt, Heike & Karay, Yassin & L’Haridon, Olivier & Wiesen, Daniel, 2023. "The formation of physician altruism," Journal of Health Economics, Elsevier, vol. 87(C).
    12. Pilny, Adam & Wübker, Ansgar & Ziebarth, Nicolas R., 2017. "Introducing risk adjustment and free health plan choice in employer-based health insurance: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 56(C), pages 330-351.
    13. Sharma, Anurag & Siciliani, Luigi & Harris, Anthony, 2013. "Waiting times and socioeconomic status: Does sample selection matter?," Economic Modelling, Elsevier, vol. 33(C), pages 659-667.
    14. Fabrizio Iacone & Steve Martin & Luigi Siciliani & Peter C. Smith, 2012. "Modelling the dynamics of a public health care system: evidence from time-series data," Applied Economics, Taylor & Francis Journals, vol. 44(23), pages 2955-2968, August.
    15. Christine A. Yee & Aaron Legler & Michael Davies & Julia Prentice & Steven Pizer, 2020. "Priority access to health care: Evidence from an exogenous policy shock," Health Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 306-323, March.
    16. Brosig-Koch, Jeannette & Groß, Mona & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2021. "Physicians' incentives, patients' characteristics, and quality of care: A systematic experimental comparison of fee-for-service, capitation, and pay for performance," Ruhr Economic Papers 923, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    17. Angerer, Silvia & Glätzle-Rützler, Daniela & Waibel, Christian, 2023. "Framing and subject pool effects in healthcare credence goods," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    18. Moscelli, Giuseppe & Siciliani, Luigi & Gutacker, Nils & Cookson, Richard, 2018. "Socioeconomic inequality of access to healthcare: Does choice explain the gradient?," Journal of Health Economics, Elsevier, vol. 57(C), pages 290-314.
    19. Sofia Dimakou & Ourania Dimakou & Henrique S. Basso, 2015. "The Asymmetric Effects of Waiting Time Targets in Health Care," BCAM Working Papers 1502, Birkbeck Centre for Applied Macroeconomics.
    20. Brosig-Koch, Jeannette & Hennig-Schmidt, Heike & Kairies-Schwarz, Nadja & Wiesen, Daniel, 2016. "Using artefactual field and lab experiments to investigate how fee-for-service and capitation affect medical service provision," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 17-23.

    More about this item

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:28809. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.