Abstract
Due to a problematic situation with public finances, Germany introduced a copayment scheme for ambulatory care visits in 2004. In 2012, Germany achieved a balanced budget, and copayment was abolished on the 1st of January 2013. This policy change offers a rare opportunity to explore the impact of the abolition of copayment, compared to the much more frequently studied introduction of copayment. We therefore investigate the development of ambulatory care and inpatient care utilization following this policy change among people over 50 in Germany, as well as the heterogeneous impacts among vulnerable people, such as the low-income population, the chronically ill and the elderly over the age of 65. We use data from the Survey of Health, Ageing and Retirement in Europe and adopt a difference-in-differences approach with matching. We found that the abolition of copayment only caused an increase in ambulatory care use in the shorter term, while leading to a significant reduction in the longer term. In addition, we find a negative effect on inpatient care use, i.e., the hospitalization offset effect. Finally, we demonstrate that vulnerable people were more sensitive to the abolition of copayment.
Similar content being viewed by others
References
Zeckhauser, R.: Medical insurance: A case study of the tradeoff between risk spreading and appropriate incentives. J. Econ. Theory. 2, 10–26 (1970). https://doi.org/10.1016/0022-0531(70)90010-4
Lohr, K.N., Brook, R.H., Kamberg, C.J., Goldberg, G.A., Arleen, L., Keesey, J., Reboussin, D., Newhouse, J.P.: Use of medical Care in the Rand Health Insurance Experiment: diagnosis- and service-specific analyses in a randomized controlled trial. Med. Care. 24, 1–87 (1986)
Lee, H.J., Jang, S., Park, E.: The effect of increasing the coinsurance rate on outpatient utilization of healthcare services in South Korea. BMC Health Serv. Res. 17, 1–10 (2017). https://doi.org/10.1186/s12913-017-2076-8
Kalousova, L.: Curing over-use by prescribing fees: an evaluation of the effect of user fees’ implementation on healthcare use in the Czech Republic. Health Policy Plan. 30, 423–431 (2015). https://doi.org/10.1093/heapol/czu024
Tamblyn, R., Laprise, R., Hanley, J.A., Abrahamowicz, M., Scott, S., Mayo, N., Hurley, J., Grad, R., Latimer, E., Perreault, R., McLeod, P., Huang, A., Larochelle, P., BPharm, L.M.: Adverse events associated with prescription drug cost-sharing among poor and elderly persons. J Am Med Assoc 285, 421–429 (2001). https://doi.org/10.1001/jama.285.4.421
Trivedi, A.N., Moloo, H., Mor, V.: Increased ambulatory care copayments and hospitalizations among the elderly. N. Engl. J. Med. 362, 320–328 (2010). https://doi.org/10.1056/NEJMsa0904533
Kiil, A., Houlberg, K.: How does copayment for health care services affect demand, health and redistribution? A systematic review of the empirical evidence from 1990 to 2011. Eur. J. Heal. Econ. 15, 813–828 (2013). https://doi.org/10.1007/s10198-013-0526-8
Elkins, R. K., Schurer, S.: Introducing a GP copayment in Australia: Who would carry the cost burden? Health Policy (New York) 121: 543–552 (2017) https://doi.org/10.1016/j.healthpol.2017.03.004
Hafner, P., Mahlich, J.C.: Determinants of physician’s office visits and potential effects of co-payments: evidence from Austria. Int. J. Health Plann. Manage. 31, e192–e203 (2015). https://doi.org/10.1002/hpm.2316
Petrou, P.: An interrupted time-series analysis to assess impact of introduction of co-payment on emergency room visits in cyprus. Appl. Health Econ. Health Policy. 13, 515–523 (2015). https://doi.org/10.1007/s40258-015-0169-2
Yoo, K.B., Ahn, H.U., Park, E.C., Kim, T.H., Kim, S.J., Kwon, J.A., Lee, S.G.: Impact of co-payment for outpatient utilization among Medical Aid beneficiaries in Korea: A 5-year time series study. Health Policy (New York). 120, 960–966 (2016). https://doi.org/10.1016/j.healthpol.2016.07.001
Busch, S.H., Barry, C.L., Vegso, S.J., Sindelar, J.L., Cullen, M.R.: Effects of a cost-sharing exemption on use of preventive services at one large employer. Health Aff. 25, 1529–1536 (2006). https://doi.org/10.1377/hlthaff.25.6.1529
Trivedi, A.N., Leyva, B., Lee, Y., Panagiotou, O.A., Dahabreh, I.J.: Elimination of cost sharing for screening mammography in medicare advantage plans. N. Engl. J. Med. 37, 262–269 (2018). https://doi.org/10.1056/nejmsa1706808
Votapkova, J., Zilova, P.: The abolition of user charges and the demand for ambulatory visits: evidence from the Czech Republic. Health Econ. Rev. 6, 1–11 (2016). https://doi.org/10.1186/s13561-016-0105-7
Walsh, B., Nolan, A., Brick, A., Keegan, C.: Did the expansion of free GP care impact demand for emergency department attendances? A difference-in-differences analysis. Soc. Sci. Med. 222, 101–111 (2019). https://doi.org/10.1016/j.socscimed.2018.12.029
Olsen, C.B., Melberg, H.O.: Did adolescents in Norway respond to the elimination of copayments for general practitioner services? Health Econ. 27, 1120–1130 (2018). https://doi.org/10.1002/hec.3660
Shigeoka, H.: The effect of patient cost sharing on utilization, health, and risk protection. Am. Econ. Rev. 104, 2152–2184 (2014). https://doi.org/10.1257/aer.104.7.2152
Nishi, A., McWilliams, J.M., Noguchi, H., Hashimoto, H., Tamiya, N., Kawachi, I.: Health benefits of reduced patient cost sharing in Japan. Bull. World Health Organ. 90, 426-435A (2012). https://doi.org/10.2471/BLT.11.095380
Fukushima, K., Mizuoka, S., Yamamoto, S., Iizuka, T.: Patient cost sharing and medical expenditures for the elderly. J. Health Econ. 45, 115–130 (2016). https://doi.org/10.1016/j.jhealeco.2015.10.005
Tversky, A., Kahneman, D.: Loss aversion in riskless choice : a reference-dependent model. Q. J. Econ. 106, 1039–1061 (1991)
Kaiser Family Foundation: Cost Sharing for Health Care: France, Germany, and Switzerland. Henry J. Kaiser Fam. Found. 1–23 (2009)
Olm, M., Donnachie, E., Tauscher, M., Gerlach, R., Linde, K., Maier, W., Schwettmann, L., Schneider, A.: Impact of the abolition of copayments on the GP-centred coordination of care in Bavaria, Germany: analysis of routinely collected claims data. BMJ Open 10, e035575 (2020). https://doi.org/10.1136/bmjopen-2019-035575
Mossialos, E., Wenzl, M., Osborn, R., Anderson, C. eds: 2014 International profiles of health care systems. The Commonwealth Fund (2015)
Lisac, M., Reimers, L., Henke, K.-D., Schlette, S.: Access and choice- competition under the roof of solidarity in German health care: an analysis of health policy reforms since 2004. Heal. Econ. Policy Law. 5, 31–52 (2010). https://doi.org/10.1017/S1744133109990144
Busse, R., Blümel, M.: Germany: health system review. Health Systems in Transition. (2014)
Augurzky, B., Bauer, T.K., Schaffner, S.: Copayments in the German health system: does it work ? Bonn, Germany (2006)
Schreyögg, J., Grabka, M.M.: Copayments for ambulatory care in Germany: a natural experiment using a difference-in-difference approach. Eur. J. Heal. Econ. 11, 331–341 (2010). https://doi.org/10.1007/s10198-009-0179-9
Kunz, J.S., Winkelmann, R.: An econometric model of health care demand with non-linear pricing. , Zurich (2015)
Farbmacher, H.: Copayments for doctor visits in Germany and the probability of visiting a physician - Evidence from a natural experiment. (2009)
Olm, M., Donnachie, E., Tauscher, M., Gerlach, R., Linde, K., Maier, W., Schwettmann, L., Schneider, A.: Ambulatory specialist costs and morbidity of coordinated and uncoordinated patients before and after abolition of copayment: A cohort analysis. PLoS ONE 16, 1–14 (2021). https://doi.org/10.1371/journal.pone.0253919
Lostao, L., Geyer, S., Albaladejo, R., Moreno-Lostao, A., Ronda, E., Regidor, E.: Use of health services according to income before and after elimination of copayment in Germany and restriction of universal health coverage in Spain. Int. J. Equity Health. 17, 1–8 (2018). https://doi.org/10.1186/s12939-018-0725-0
Goldman, D., Philipson, T.J.: Integrated insurance design in the presence of multiple medical technologies. Am. Econ. Rev. 97, 427–432 (2007). https://doi.org/10.1257/aer.97.2.427
Chandra, A., Gruber, J., McKnight, R.: Patient cost-sharing and hospitalization offsets in the elderly. Am. Econ. Rev. 100, 193–213 (2010). https://doi.org/10.1257/aer.100.1.193
Elek, P., Molnár, T., Váradi, B.: The closer the better: does better access to outpatient care prevent hospitalization? Eur. J. Heal. Econ. 20, 801–817 (2019). https://doi.org/10.1007/s10198-019-01043-4
Börsch-Supan, A.: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 2. Release version: 7.0.0. SHARE-ERIC. Data set. (2019). https://doi.org/10.6103/SHARE.w2.700
Börsch-Supan, A., Brugiavini, A., Jürges, H., Kapteyn, A., Mackenbach, J., Siegrist, J., Weber, G. eds: First results from the Survey of Health, Ageing and Retirement in Europe (2004–2007). Starting the longitudinal dimension. , Mannheim Research Institute for the Economics of Aging (MEA), Mannheim (2008)
Börsch-Supan, A.: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 4. Release version: 7.0.0. SHARE-ERIC. Data set. (2019). https://doi.org/10.6103/SHARE.w4.700
Malter, F., Börsch-Supan, A. eds: SHARE Wave 4: Innovations & Methodology. , MEA, Max Planck Institute for Social Law and Social Policy, Munich (2013)
Börsch-Supan, A.: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 6. Release version: 7.0.0. SHARE-ERIC. Data set. (2019). https://doi.org/10.6103/SHARE.w6.700
Malter, F., Börsch-Supan, A. eds: SHARE Wave 6: Panel innovations and collecting Dried Blood Spots. , MEA, Max Planck Institute for Social Law and Social Policy, Munich (2017)
Börsch-Supan, A.: Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 7. Release version: 7.0.0. SHARE-ERIC. Data set. (2019). https://doi.org/10.6103/SHARE.w7.700
Association of German private healthcare insurers: Financial report for private healthcare insurance 2012. 1–126 (2012)
OECD: Divided we stand: why inequality keeps rising. 4 (2011). https://doi.org/10.1787/9789264119536-en
Andersen, R., Newman, J.F.: Societal and individual determinants of medical care utilization in the United States. Milbank Meml. Fund Q. Heal. Soc. 51, 95–124 (1973). https://doi.org/10.2307/3349613
Belloni, M., Meschi, E., Pasini, G.: The effect on mental health of retiring during the economic crisis. Health Econ. 25, 126–140 (2016). https://doi.org/10.1002/hec.3377
Ryan, A.M., Burgess, J.F., Dimick, J.B.: Why we should not be indifferent to specification choices for difference-in-differences. Health Serv. Res. 50, 1211–1235 (2015). https://doi.org/10.1111/1475-6773.12270
Heckman, J.J., Ichimura, H., Todd, P.E.: Matching evidence job an econometric estimator: evaluating programme a evaluation from training. Rev. Econ. Stud. 64, 605–654 (1997)
Ryan, A.M., Kontopantelis, E., Linden, A., Burgess, J.F.: Now trending: Coping with non-parallel trends in difference-in-differences analysis. Stat. Methods Med. Res. 28, 3697–3711 (2019). https://doi.org/10.1177/0962280218814570
Jann, B.: Kernel matching with automatic bandwidth selection. In: 2017 London Stata Users Group meeting. , London (2017)
Rosenbaum, P.R., Rubin, D.B.: Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. Am. Stat. 39, 33–38 (1985)
Wooldridge, J.: Difference-in-differences estimation programme evaluation for policy analysis. (2012)
Lechner, M., Miquel, R.: Identification of the effects of dynamic treatments by sequential conditional independence assumptions. Empir. Econ. 39, 111–137 (2010). https://doi.org/10.1007/s00181-009-0297-3
Wooldridge, J.M.: Distribution-free estimation of some nonlinear panel data models. J. Econom. 90, 77–97 (1999). https://doi.org/10.1016/S0304-4076(98)00033-5
Silva, J.M.C.S., Tenreyro, S.: The log of gravity. Rev. Econ. Stat. 88, 641–658 (2006). https://doi.org/10.1162/rest.88.4.641
Newhouse, J.: Free for All: Lessons from the RAND Health Insurance Experiment. Harvard University Press, Cambridge (1993)
Eurostat: Glossary:At-risk-of-poverty rate, https://ec.europa.eu/eurostat/statistics-explained/index.php?title=Glossary:At-risk-of-poverty_rate
Landsem, M.M., Magnussen, J.: The effect of copayments on the utilization of the GP service in Norway. Soc. Sci. Med. 205, 99–106 (2018). https://doi.org/10.1016/j.socscimed.2018.03.034
Schmitt, J., Kirch, W., Meurer, M.: Effects of the introduction of the German “Praxisgebühr” on outpatient care and treatment of patients with atopic eczema. J. der Dtsch. Dermatologischen Gesellschaft. 7, 879–886 (2009). https://doi.org/10.1111/j.1610-0387.2009.07100.x
Rice, T., Matsuoka, K.Y.: The impact of cost-sharing on appropriate utilization and health status: a review of the literature on seniors. Med. Care Res. Rev. 61, 415–452 (2004). https://doi.org/10.1177/1077558704269498
Al-Quteimat, O.M., Amer, A.M.: The impact of the COVID-19 pandemic on cancer patients. Am J Clin Oncol Cancer Clin Trials (2020). https://doi.org/10.1097/COC.0000000000000712
Bedoya, A.D., Clement, M.E., Phelan, M., Steorts, R.C., O’Brien, C., Goldstein, B.A.: Minimal impact of implemented early warning score and best practice alert for patient deterioration. Crit Care Med. 47, 49–55 (2019). https://doi.org/10.1097/CCM.0000000000003439.Minimal
Sundmacher, L., Ozegowski, S.: Regional distribution of physicians: the role of comprehensive private health insurance in Germany. Eur. J. Heal. Econ. 17, 443–451 (2016). https://doi.org/10.1007/s10198-015-0691-z
Roll, K., Stargardt, T., Schreyögg, J.: Effect of type of insurance and income on waiting time for outpatient care. Geneva Pap. Risk Insur. Issues Pract. 37, 609–632 (2012). https://doi.org/10.1057/gpp.2012.6
Manning, W.G., Newhouse, J.P., Duan, N., Keeler, E.B., Leibowitz, A.: Health insurance and the demand for medical care : evidence from a randomized experiment. Am. Econ. Rev. 77, 251–277 (1987)
Wharam, J.F., Zhang, F., Landon, B.E., Soumerai, S.B., Ross-Degnan, D.: Low-socioeconomic-status enrollees in high-deductible plans reduced high-severity emergency care. Health Aff. 32, 1398–1406 (2013). https://doi.org/10.1377/hlthaff.2012.1426
OECD: Chapter 5. Access: Affordability, availability and use of services, https://www.oecd-ilibrary.org/sites/ae3016b9-en/1/3/5/index.html?itemId=/content/publication/ae3016b9-en&_csp_=ca413da5d44587bc56446341952c275e&itemIGO=oecd&itemContentType=book&_ga=2.99586199.861807500.1637587837-1331015776.1637076560
OECD: Prices in the health sector, https://www.oecd-ilibrary.org/sites/ae3016b9-en/1/3/7/3/index.html?itemId=/content/publication/ae3016b9-en&_csp_=ca413da5d44587bc56446341952c275e&itemIGO=oecd&itemContentType=book&_ga=2.99586199.861807500.1637587837-1331015776.1637076560
Fang, H., Gavazza, A.: Dynamic inefficiencies in an employment-based health insurance system: Theory and evidence. Am. Econ. Rev. 101, 3047–3077 (2011). https://doi.org/10.1257/aer.101.7.3047
Kopetsch, T., Schmitz, H.: Regional variation in the utilisation of ambulatory services in Germany. Health Econ. 23, 1481–1492 (2014). https://doi.org/10.1002/hec
Xu, K., Evans, D.B., Kadama, P., Nabyonga, J., Ogwal, P.O., Nabukhonzo, P., Aguilar, A.M.: Understanding the impact of eliminating user fees: Utilization and catastrophic health expenditures in Uganda. Soc. Sci. Med. 62, 866–876 (2006). https://doi.org/10.1016/j.socscimed.2005.07.004
Rückert, I.M., Böcken, J., Mielck, A.: Are German patients burdened by the practice charge for physician visits ('Praxisgebuehr’)? A cross sectional analysis of socio-economic and health related factors. BMC Health Serv. Res. 8, 1–13 (2008). https://doi.org/10.1186/1472-6963-8-232
Kim, J., Ko, S., Yang, B.: The effects of patient cost sharing on ambulatory utilization in South Korea. Heal Policy (2005). https://doi.org/10.1016/j.healthpol.2004.09.002
Stoller, M.A., Stoller, E.P.: Perceived income adequacy among elderly retirees. J. Appl. Gerontol. 22, 230–251 (2003). https://doi.org/10.1177/0733464803022002004
Salzberg, C.A., Bitton, A., Lipsitz, S.R., Franz, C., Shaykevich, S., Newmark, L.P., Kwatra, J., Bates, D.W.: The impact of alternative payment in chronically ill and older patients in the patient-centered medical home. Med. Care. 55, 483–492 (2017). https://doi.org/10.1097/MLR.0000000000000694
Acknowledgements
This paper uses data from SHARE Waves 2, 4, 6 and 7 (DOIs: https://doi.org/10.6103/SHARE.w2.700, https://doi.org/10.6103/SHARE.w4.700, https://doi.org/10.6103/SHARE.w6.700, https://doi.org/10.6103/SHARE.w7.700), see Börsch-Supan et al. (2013) for methodological details. The SHARE data collection has been funded by the European Commission through FP5 (QLK6-CT-2001-00360), FP6 (SHARE-I3: RII-CT-2006-062193, COMPARE: CIT5-CT-2005-028857, SHARELIFE: CIT4-CT-2006-028812), FP7 (SHARE-PREP: GA N°211909, SHARE-LEAP: GA N°227822, SHARE M4: GA N°261982) and Horizon 2020 (SHARE-DEV3: GA N°676536, SERISS: GA N°654221) and by DG Employment, Social Affairs & Inclusion. Additional funding from the German Ministry of Education and Research, the Max Planck Society for the Advancement of Science, the U.S. National Institute on Aging (U01_AG09740-13S2, P01_AG005842, P01_AG08291, P30_AG12815, R21_AG025169, Y1-AG-4553-01, IAG_BSR06-11, OGHA_04-064, HHSN271201300071C) and from various national funding sources is gratefully acknowledged (see www.share-project.org). We would like to extend our sincere thanks to Dr. Yuanyuan Gu, Prof. Matt Sutton, Prof. Andrew Jones, Dr. Anne Nolan, Dr. Alex Turner, Dr. Stephen O’Neill and Prof. Florence Jusot, who have provided valuable suggestions and commons in the European Health Economics Association workshop. We also acknowledge valuable suggestions and supports from Prof. Dr. Berthold U. Wigger, Prof. Dr. Nora Szech, Prof. Dr. Marcus Wouters and Prof. Dr. Andreas Geyer-Schulz. We are thankful for advice from the attendees of the Austrian Health Economics Association conference.
Funding
This work is supported by the China Scholarship Council (CSC) [grant numbers: 201606010333]. The funding source had no involvement in the whole process of the research.
Author information
Authors and Affiliations
Contributions
MX: Conceptualization; Data curation; Formal analysis; Methodology; Roles/Writing—original draft; Writing—review & editing. BB: Data curation; Methodology; Writing—review & editing.
Corresponding author
Ethics declarations
Conflicts of interest
The authors have no conflicts of interest to declare that are relevant to the content of this article.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Xu, M., Bittschi, B. Does the abolition of copayment increase ambulatory care utilization?: a quasi-experimental study in Germany. Eur J Health Econ 23, 1319–1328 (2022). https://doi.org/10.1007/s10198-022-01430-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10198-022-01430-4