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What health plans do people prefer? The trade-off between premium and provider choice

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  • Determann, Domino
  • Lambooij, Mattijs S.
  • de Bekker-Grob, Esther W.
  • Hayen, Arthur P.
  • Varkevisser, Marco
  • Schut, Frederik T.
  • Wit, G. Ardine de

Abstract

Within a healthcare system with managed competition, health insurers are expected to act as prudent buyers of care on behalf of their customers. To fulfil this role adequately, understanding consumer preferences for health plan characteristics is of vital importance. Little is known, however, about these preferences and how they vary across consumers. Using a discrete choice experiment (DCE) we quantified trade-offs between basic health plan characteristics and analysed whether there are differences in preferences according to age, health status and income. We selected four health plan characteristics to be included in the DCE: (i) the level of provider choice and associated level of reimbursement, (ii) the primary focus of provider contracting (price, quality, social responsibility), (iii) the level of service benefits, and (iv) the monthly premium. This selection was based on a literature study, expert interviews and focus group discussions. The DCE consisted of 17 choice sets, each comprising two hypothetical health plan alternatives. A representative sample (n = 533) of the Dutch adult population, based on age, gender and educational level, completed the online questionnaire during the annual open enrolment period for 2015. The final model with four latent classes showed that being able to choose a care provider freely was by far the most decisive characteristic for respondents aged over 45, those with chronic conditions, and those with a gross income over €3000/month. Monthly premium was the most important choice determinant for young, healthy, and lower income respondents. We conclude that it would be very unlikely for half of the sample to opt for health plans with restricted provider choice. However, a premium discount up to €15/month by restricted health plans might motivate especially younger, healthier, and less wealthy consumers to choose these plans.

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  • Determann, Domino & Lambooij, Mattijs S. & de Bekker-Grob, Esther W. & Hayen, Arthur P. & Varkevisser, Marco & Schut, Frederik T. & Wit, G. Ardine de, 2016. "What health plans do people prefer? The trade-off between premium and provider choice," Social Science & Medicine, Elsevier, vol. 165(C), pages 10-18.
  • Handle: RePEc:eee:socmed:v:165:y:2016:i:c:p:10-18
    DOI: 10.1016/j.socscimed.2016.07.022
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    References listed on IDEAS

    as
    1. repec:mpr:mprres:7375 is not listed on IDEAS
    2. Janet Vroomen & Peter Zweifel, 2011. "Preferences for health insurance and health status: does it matter whether you are Dutch or German?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(1), pages 87-95, February.
    3. Jason Abaluck & Jonathan Gruber, 2011. "Choice Inconsistencies among the Elderly: Evidence from Plan Choice in the Medicare Part D Program," American Economic Review, American Economic Association, vol. 101(4), pages 1180-1210, June.
    4. Emily Lancsar & Jordan Louviere, 2008. "Conducting Discrete Choice Experiments to Inform Healthcare Decision Making," PharmacoEconomics, Springer, vol. 26(8), pages 661-677, August.
    5. Jeffrey R. Kling & Sendhil Mullainathan & Eldar Shafir & Lee C. Vermeulen & Marian V. Wrobel, 2012. "Comparison Friction: Experimental Evidence from Medicare Drug Plans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 199-235.
    6. Jason Abaluck & Jonathan Gruber, 2011. "Heterogeneity in Choice Inconsistencies among the Elderly: Evidence from Prescription Drug Plan Choice," American Economic Review, American Economic Association, vol. 101(3), pages 377-381, May.
    7. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    8. Hole, Arne Risa, 2008. "Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment," Journal of Health Economics, Elsevier, vol. 27(4), pages 1078-1094, July.
    9. Heiss, Florian & Leive, Adam & McFadden, Daniel & Winter, Joachim, 2013. "Plan selection in Medicare Part D: Evidence from administrative data," Journal of Health Economics, Elsevier, vol. 32(6), pages 1325-1344.
    10. Rademakers, Jany & Nijman, Jessica & Brabers, Anne E.M. & de Jong, Judith D. & Hendriks, Michelle, 2014. "The relative effect of health literacy and patient activation on provider choice in the Netherlands," Health Policy, Elsevier, vol. 114(2), pages 200-206.
    11. Karolin Becker & Peter Zweifel, 2008. "Age and Choice in Health Insurance," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 1(1), pages 27-40, January.
    12. Michael Clark & Domino Determann & Stavros Petrou & Domenico Moro & Esther Bekker-Grob, 2014. "Discrete Choice Experiments in Health Economics: A Review of the Literature," PharmacoEconomics, Springer, vol. 32(9), pages 883-902, September.
    13. Andrew J Lloyd, 2003. "Threats to the estimation of benefit: are preference elicitation methods accurate?," Health Economics, John Wiley & Sons, Ltd., vol. 12(5), pages 393-402, May.
    14. Emily Lancsar & Jordan Louviere, 2006. "Deleting ‘irrational’ responses from discrete choice experiments: a case of investigating or imposing preferences?," Health Economics, John Wiley & Sons, Ltd., vol. 15(8), pages 797-811, August.
    15. Gates, Roger & McDaniel, Carl & Braunsberger, Karin, 2000. "Modeling Consumer Health Plan Choice Behavior To Improve Customer Value and Health Plan Market Share," Journal of Business Research, Elsevier, vol. 48(3), pages 247-257, June.
    16. Jonathan Gruber & Robin McKnight, 2016. "Controlling Health Care Costs through Limited Network Insurance Plans: Evidence from Massachusetts State Employees," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 219-250, May.
    17. Kesternich, Iris & Heiss, Florian & McFadden, Daniel & Winter, Joachim, 2013. "Suit the action to the word, the word to the action: Hypothetical choices and real decisions in Medicare Part D," Journal of Health Economics, Elsevier, vol. 32(6), pages 1313-1324.
    18. Lieke Boonen & Frederik Schut & Bas Donkers & Xander Koolman, 2009. "Which preferred providers are really preferred? Effectiveness of insurers’ channeling incentives on pharmacy choice," International Journal of Health Economics and Management, Springer, vol. 9(4), pages 347-366, December.
    19. Abiiro, Gilbert Abotisem & Torbica, Aleksandra & Kwalamasa, Kassim & De Allegri, Manuela, 2014. "Eliciting community preferences for complementary micro health insurance: A discrete choice experiment in rural Malawi," Social Science & Medicine, Elsevier, vol. 120(C), pages 160-168.
    20. Bliemer, Michiel C.J. & Rose, John M., 2010. "Construction of experimental designs for mixed logit models allowing for correlation across choice observations," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 720-734, July.
    21. Cairns, John & van der Pol, Marjon, 2004. "Repeated follow-up as a method for reducing non-trading behaviour in discrete choice experiments," Social Science & Medicine, Elsevier, vol. 58(11), pages 2211-2218, June.
    22. 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.
    23. van den Berg, Bernard & Van Dommelen, Paula & Stam, Piet & Laske-Aldershof, Trea & Buchmueller, Tom & Schut, Frederik T., 2008. "Preferences and choices for care and health insurance," Social Science & Medicine, Elsevier, vol. 66(12), pages 2448-2459, June.
    24. Shmueli, Amir & Stam, Piet & Wasem, Jürgen & Trottmann, Maria, 2015. "Managed care in four managed competition OECD health systems," Health Policy, Elsevier, vol. 119(7), pages 860-873.
    25. Jan Kerssens & Peter Groenewegen, 2005. "Consumer preferences in social health insurance," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(1), pages 8-15, March.
    26. Antonio Trujillo & Fernando Ruiz & John Bridges & Jeannette Amaya & Christine Buttorff & Angélica Quiroga, 2012. "Understanding consumer preferences in the context of managed competition," Applied Health Economics and Health Policy, Springer, vol. 10(2), pages 99-111, March.
    27. Evelien Bergrath & Milena Pavlova & Wim Groot, 2014. "Attracting Health Insurance Buyers through Selective Contracting: Results of a Discrete-Choice Experiment among Users of Hospital Services in the Netherlands," Risks, MDPI, vol. 2(2), pages 1-25, April.
    28. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
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    3. Anne-Fleur Roos & Eddy van Doorslaer & Owen O'Donnell & Erik Schut & Marco Varkevisser, 2018. "Does price competition damage healthcare quality?," Tinbergen Institute Discussion Papers 18-040/V, Tinbergen Institute.
    4. Bes, Romy E. & Curfs, Emile C. & Groenewegen, Peter P. & de Jong, Judith D., 2017. "Selective contracting and channelling patients to preferred providers: A scoping review," Health Policy, Elsevier, vol. 121(5), pages 504-514.
    5. Joachim Marti & John Buckell & Johanna Catherine Maclean & Jody L. Sindelar, 2016. "To ‘Vape’ or Smoke? A Discrete Choice Experiment Among U.S. Adult Smokers," NBER Working Papers 22079, National Bureau of Economic Research, Inc.
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    7. Nicolet, Anna & Perraudin, Clémence & Krucien, Nicolas & Wagner, Joël & Peytremann-Bridevaux, Isabelle & Marti, Joachim, 2023. "Preferences of older adults for healthcare models designed to improve care coordination: Evidence from Western Switzerland," Health Policy, Elsevier, vol. 132(C).
    8. Liu, Yun & Kong, Qingxia & de Bekker-Grob, Esther W., 2019. "Public preferences for health care facilities in rural China: A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 237(C), pages 1-1.
    9. Joachim Marti & John Buckell & Johanna Catherine Maclean & Jody Sindelar, 2019. "To “Vape” Or Smoke? Experimental Evidence On Adult Smokers," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 705-725, January.

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