Skip to main content

Preferences for home- and community-based long-term care services in Germany: a discrete choice experiment

Abstract

Background

Most people prefer to “age in place” and to remain in their homes for as long as possible even in case they require long-term care. While informal care is projected to decrease in Germany, the use of home- and community-based services (HCBS) can be expected to increase in the future. Preference-based data on aspects of HCBS is needed to optimize person-centered care.

Objective

To investigate preferences for home- and community-based long-term care services packages.

Design

Discrete choice experiment conducted in mailed survey.

Setting and participants

Randomly selected sample of the general population aged 45–64 years in Germany (n = 1.209).

Main variables studied

Preferences and marginal willingness to pay (WTP) for HCBS were assessed with respect to five HCBS attributes (with 2–4 levels): care time per day, service level of the HCBS provider, quality of care, number of different caregivers per month, co-payment.

Results

Quality of care was the most important attribute to respondents and small teams of regular caregivers (1–2) were preferred over larger teams. Yet, an extended range of services of the HCBS provider was not preferred over a more narrow range. WTP per hour of HCBS was €8.98.

Conclusions

Our findings on preferences for HCBS in the general population in Germany add to the growing international evidence of preferences for LTC. In light of the great importance of high care quality to respondents, reimbursement for services by HCBS providers could be more strongly linked to the quality of services.

This is a preview of subscription content, access via your institution.

Fig. 1

References

  1. United Nations Population Division: World population ageing 2013, in ST/EAS/SER.A/348. United Nations publications, New York (2013)

    Book  Google Scholar 

  2. Rechel, B., Grundy, E., Robine, J.M., Cylus, J., Mackenbach, J.P., Knai, C., McKee, M.: Ageing in the European Union. Lancet 381(9874), 1312–1322 (2013)

    Article  Google Scholar 

  3. Statistisches Bundesamt.: Ältere Menschen in Deutschland und der EU. (2016)

  4. Statistisches Bundesamt.: Statistisches Jahrbuch 2016. Wiesbaden (2016)

  5. Kluge, F.A.: The fiscal impact of population aging in Germany. Public Finance Rev. 41(1), 37–63 (2013)

    Article  Google Scholar 

  6. Hamm, I., Seitz, H., Werding, M.: Demographic change in Germany: the economic and fiscal consequences. Springer, New York (2008)

    Google Scholar 

  7. Schulz, E., Leidl, R., Konig, H.H.: The impact of ageing on hospital care and long-term care–the example of Germany. Health Policy 67(1), 57–74 (2004)

    Article  Google Scholar 

  8. Costa-Font, J., Wittenberg, R., Patxot, C., Comas-Herrera, A., Gori, C., di Maio, A., Pickard, L., Pozzi, A., Rothgang, H.: Projecting long-term care expenditure in four European Union member states: the influence of demographic scenarios. Soc. Indic. Res. 86(2), 303–321 (2008)

    Article  Google Scholar 

  9. OECD: A good life in old age? Monitoring and improving quality in long-term care. OECD Health policy studies, Brussels (2013)

    Google Scholar 

  10. Rothgang, H.: Social insurance for long-term care: an evaluation of the German model. Soc. Policy Adm. 44(4), 436–460 (2010)

    Article  Google Scholar 

  11. Campbell, J.C., Ikegami, N., Gibson, M.J.: Lessons from public long-term care insurance in Germany and Japan. Health Aff. (Millwood) 29(1), 87–95 (2010)

    Article  Google Scholar 

  12. Statistisches Bundesamt.: Pflegestatistik 2013, Wiesbaden (2015)

  13. Rothgang, H., Kalwitzki T., Müller R., Runte R., Unger R.: Barmer GEK Pflegereport 2015 - Schwerpunktthema: Pflegen zu Hause, Schriftenreihe zur Gesundheitsanalyse, Bd. 36. Asgard-Verlagsservice (2015)

  14. Cvengros, J.A., Christensen, A.J., Cunningham, C., Hillis, S.L., Kaboli, P.J.: Patient preference for and reports of provider behavior: impact of symmetry on patient outcomes. Health Psychol. 28(6), 660–667 (2009)

    Article  Google Scholar 

  15. Swift, J.K., Callahan, J.L.: The impact of client treatment preferences on outcome: a meta-analysis. J. Clin. Psychol. 65(4), 368–381 (2009)

    Article  Google Scholar 

  16. Wiener, J.M., Anderson, W.L., Khatutsky, G.: Are consumer-directed home care beneficiaries satisfied? Evidence from Washington state. Gerontologist 47(6), 763–774 (2007)

    Article  Google Scholar 

  17. Batavia, A.I.: Consumer direction, consumer choice, and the future of long-term care. J. Disabil. Policy Stud. 13(2), 67–74 (2002)

    Article  Google Scholar 

  18. Ryan, M., Gerard, K., Amaya-Amaya, M.: Discrete Choice Experiments in a Nutshell. In: Ryan, M., Gerard, K., Amaya-Amaya, M. (eds.) Using discrete choice experiments to value health and health care, pp. 13–46. Springer, Netherlands (2008)

    Chapter  Google Scholar 

  19. de Bekker-Grob, E.W., Ryan, M., Gerard, K.: Discrete choice experiments in health economics: a review of the literature. Health Econ. 21(2), 145–172 (2012)

    Article  Google Scholar 

  20. Kaambwa, B., Lancsar, E., McCaffrey, N., Chen, G., Gill, L., Cameron, I.D., Crotty, M., Ratcliffe, J.: Investigating consumers’ and informal carers’ views and preferences for consumer directed care: a discrete choice experiment. Soc. Sci. Med. 140, 81–94 (2015)

    Article  Google Scholar 

  21. Sawamura, K., Sano, H., Nakanishi, M.: Japanese public long-term care insured: preferences for future long-term care facilities, including relocation, waiting times, and individualized care. J. Am. Med. Dir. Assoc. 16(4), 350 (2015)

    Article  Google Scholar 

  22. Brau, R., Lippi Bruni, M.: Eliciting the demand for long-term care coverage: a discrete choice modelling analysis. Health Econ. 17(3), 411–433 (2008)

    Article  Google Scholar 

  23. Nieboer, A.P., Koolman, X., Stolk, E.A.: Preferences for long-term care services: willingness to pay estimates derived from a discrete choice experiment. Soc. Sci. Med. 70(9), 1317–1325 (2010)

    Article  Google Scholar 

  24. Coast, J., Al-Janabi, H., Sutton, E.J., Horrocks, S.A., Vosper, A.J., Swancutt, D.R., Flynn, T.N.: Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations. Health Econ. 21(6), 730–741 (2012)

    Article  Google Scholar 

  25. Lehnert, T., Heuchert, M., Hussain K., König, H.H.: Stated preferences for long-term care: a literature review. Ageing Soc. (2018) (in press)

  26. Heuchert, M., König, H.H., Lehnert, T.: The role of preferences in the German long-term care insurance—results from expert interviews. Gesundheitswesen 79, 1052–1057 (2016)

    PubMed  Google Scholar 

  27. Petrik, O., Silva, J.D., Moura, F.: Stated preference surveys in transport demand modeling: disengagement of respondents. Transp. Lett. 8(1), 13–25 (2016)

    Article  Google Scholar 

  28. Kuhfeld, W.: Experimental design, choice, conjoint, and graphical techniques. SAS 9.2, Toronto (2010)

    Google Scholar 

  29. Kessels, R., Jones, B., Goos, P.: Bayesian optimal designs for discrete choice experiments with partial profiles. J. Choice Model. 4(3), 52–74 (2011)

    Article  Google Scholar 

  30. Hajek, A., Lehnert, T., Wegener, A., Riedel-Heller, S.G., Konig, H.H.: Factors associated with preferences for long-term care settings in old age: evidence from a population-based survey in Germany. BMC Health Serv. Res. 17(1), 156 (2017)

    Article  Google Scholar 

  31. OECD: What are equivalence scales? http://www.oecd.org/els/soc/OECD-Note-EquivalenceScales.pdf (2016). Accessed 22 Dec 2016

  32. Alberini, A., Longo, A., Veronesi, M.: Basic statistical models for stated choice methods. In: Kanninen, B.J. (ed.) Valuing Environmental amenities Using Stated Choice Methods. Springer, Berlin (2006)

    Google Scholar 

  33. Stang, A., Kluttig, A., Moebus, S., Volzke, H., Berger, K., Greiser, K.H., Stockl, D., Jockel, K.H., Meisinger, C.: Educational level, prevalence of hysterectomy, and age at amenorrhoea: a cross-sectional analysis of 9536 women from six population-based cohort studies in Germany. BMC Womens Health. 14, 10 (2014)

    Article  Google Scholar 

  34. Müller, M.: Professionelle Pflege—Anforderungen, Inanspruchnahme und zukünftige Erwartungen, in Gesundheitsmonitor 2015. Bertelsmann Stiftung, Güterloh (2005)

    Google Scholar 

  35. van den Berg, B., Bleichrodt, H., Eeckhoudt, L.: The economic value of informal care: a study of informal caregivers’ and patients’ willingness to pay and willingness to accept for informal care. Health Econ. 14(4), 363–376 (2005)

    Article  Google Scholar 

  36. Smith, R.D., Sach, T.H.: Contingent valuation: what needs to be done? Health Econ Policy Law 5(1), 91–111 (2010)

    Article  Google Scholar 

  37. Bobinac, A., van Exel, J., Rutten, F.F.H., Brouwer, W.B.F.: The value of a QALY: individual willingness to pay for health gains under risk. Pharmacoeconomics 32(1), 75–86 (2014)

    Article  Google Scholar 

  38. Geraedts, M., Harrington, C., Schumacher, D., Kraska, R.: Trade-off between quality, price, and profit orientation in Germany’s nursing homes. Ageing Int. 41(1), 89–98 (2016)

    Article  Google Scholar 

  39. Hartgerink, J.M., Cramm, J.M., Bakker, T.J., Mackenbach, J.P., Nieboer, A.P.: The importance of older patients’ experiences with care delivery for their quality of life after hospitalization. BMC Health Serv. Res. 15(1), 311 (2015)

    Article  Google Scholar 

  40. Sünderkamp, S., Weiß, C., Rothgang, H.: Analyse der ambulanten und stationären Pflegenoten hinsichtlich der Nützlichkeit für den Verbraucher. Pflege 27(5), 325–336 (2014)

    Article  Google Scholar 

  41. ZQP: Gewaltprävention in der Pflege, in ZQP-Themenreport, p. 98. ZQP, Berlin (2015)

    Google Scholar 

  42. Becker, K., Zweifel, P.: Neue Formen der ambulanten Versorgung: was wollen die Versicherten? Ein discrete-choice-experiment. In: Schumpelick, V. (ed.) Medizin zwischen Humanität und Wettbewerb: Probleme, Trends und Perspektiven, pp. 313–351. Herder Freiburg, Germany (2008)

    Google Scholar 

  43. Loh, C.-P., Shapiro, A.: Willingness to pay for home- and community-based services for seniors in Florida. Home Health Care Serv. Q. 32(1), 17–34 (2013)

    Article  Google Scholar 

  44. Ottmann, G., Allen, J., Feldman, P.: A systematic narrative review of consumer-directed care for older people: implications for model development. Health Soc. Care Community 21(6), 563–581 (2013)

    PubMed  Google Scholar 

  45. Geraedts, M., Brechtel, T., Zöll, R., Hermeling, P.: Beurteilungskriterien für die Auswahl einer Pflegeeinrichtung, in Gesundheitsmonitor 2011. Bertelsmann Stiftung, Güterloh (2011)

    Google Scholar 

  46. Perez-Arce, F.: The effect of education on time preferences. Econ. Edu. Rev. 56, 52–64 (2017)

    Article  Google Scholar 

  47. Lampert, T., Kroll, L., Muters, S., Stolzenberg, H.: Measurement of socioeconomic status in the german health interview and examination survey for adults (DEGS1). Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 56(5–6), 631–636 (2013)

    CAS  Article  Google Scholar 

  48. Berg, N.: Non-response bias A2—Kempf–Leonard, kimberly, in encyclopedia of social measurement, pp. 865–873. Elsevier, New York (2005)

    Google Scholar 

  49. Chiu, L., Tang, K.Y., Liu, Y.H., Shyu, W.C., Chang, T.P., Chen, T.R.: Consistency between preference and use of long-term care among caregivers of stroke survivors. Public Health Nurs. 15(5), 379–386 (1998)

    CAS  Article  Google Scholar 

  50. Unroe, K.T., Hickman, S.E., Torke, A.M., Group A.R.C.W.: Care consistency with documented care preferences: methodologic considerations for implementing the measuring what matters quality indicator. J. Pain Symptom Manage. 52(4), 453–458 (2016)

    Article  Google Scholar 

  51. Winn, K., Ozanne, E., Sepucha, K.: Measuring patient-centered care: an updated systematic review of how studies define and report concordance between patients’ preferences and medical treatments. Patient Educ. Couns. 98(7), 811–821 (2015)

    Article  Google Scholar 

  52. Sepucha, K., Ozanne, E.M.: How to define and measure concordance between patients’ preferences and medical treatments: a systematic review of approaches and recommendations for standardization. Patient Educ. Couns. 78(1), 12–23 (2010)

    Article  Google Scholar 

  53. Ryan, M., Scott, D.A., Reeves, C., Bate, A., van Teijlingen, E.R., Russell, E.M., Napper, M., Robb, C.M.: Eliciting public preferences for healthcare: a systematic review of techniques. Health Technol. Assess. 5(5), 1–186 (2001)

    CAS  Article  Google Scholar 

  54. Magunia, P., Keller, M., Rhode, A.: Auswirkungen der qualitätsorientierten Vergütung. Der Unfallchirurg. 119(5), 454–456 (2016)

    CAS  Article  Google Scholar 

  55. Abrahamson, K., Myers, J., Arling, G., Davila, H., Mueller, C., Abery, B., Cai, Y.: Capacity and readiness for quality improvement among home and community-based service providers. Home Health Care Serv. 35, 182–196 (2016)

    Article  Google Scholar 

  56. Kane, R.A., Cutler, L.J.: Re-imagining long-term services and supports: towards livable environments, service capacity, and enhanced community integration, choice, and quality of life for seniors. Gerontol. 55(2), 286–295 (2015)

    Article  Google Scholar 

  57. Van Haitsma, K., Curyto, K., Spector, A., Towsley, G., Kleban, M., Carpenter, B., Ruckdeschel, K., Feldman, P.H., Koren, M.J.: The preferences for everyday living inventory: scale development and description of psychosocial preferences responses in community-dwelling elders. Gerontologist 53(4), 582–595 (2013)

    Article  Google Scholar 

  58. Van Haitsma, K., Crespy, S., Humes, S., Elliot, A., Mihelic, A., Scott, C., Curyto, K., Spector, A., Eshraghi, K., Duntzee, C., Heid, A.R., Abbott, K.: New toolkit to measure quality of person-centered care: development and pilot evaluation with nursing home communities. J. Am. Med. Dir. Assoc. 15(9), 671–680 (2015)

    Article  Google Scholar 

  59. Edvardsson, D., Innes, A.: Measuring person-centered care: a critical comparative review of published tools. Gerontologist 50(6), 834–846 (2010)

    Article  Google Scholar 

  60. Degenholtz, H.B., Resnick, A.L., Bulger, N., Chia, L.: Improving quality of life in nursing homes: the structured resident interview approach. J. Ageing Res. 2014, 8 (2014)

    Google Scholar 

  61. Kunzmann, U., Little, T., Smith, J.: Perceiving ControlA double-edged sword in old age. J. Gerontol. 57(6), P484–P491 (2002)

    Article  Google Scholar 

  62. Bakx, P., de Meijer, C., Schut, F., van Doorslaer, E.: Going formal or informal, who cares? The influence of public long-term care insurance. Health Econ. 24(6), 631–643 (2015)

    Article  Google Scholar 

Download references

Funding

This work was supported by the German Federal Ministry of Education and Research (BMBF) (Grant Number: 01EH1101B).

Author information

Affiliations

Authors

Corresponding author

Correspondence to H. H. König.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Informed consent

The study was approved by the responsible ethics committee (Ethik-Kommission der Ärztekammer Hamburg; PV4781) prior to beginning the project. Participants provided their explicit oral informed consent during the recruitment phase by agreeing to participate (providing a mail/e-mail address). Oral consent is common in survey research in Germany; the ethical guidelines of the International Code of Marketing and Social Research Practice by the International Chamber of Commerce and the European Society for Opinion and Marketing Research were followed. Recruited individuals gave implicit consent by returning the questionnaire. Personally identifying information were not collected and participant responses were anonymized prior to analysis.

Electronic supplementary material

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Lehnert, T., Günther, O.H., Hajek, A. et al. Preferences for home- and community-based long-term care services in Germany: a discrete choice experiment. Eur J Health Econ 19, 1213–1223 (2018). https://doi.org/10.1007/s10198-018-0968-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10198-018-0968-0

Keywords

  • Preferences
  • Discrete choice experiment
  • Long-term care
  • Old age assistance

JEL Classification

  • I13
  • I18
  • I19