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Discrete Choice Experiments in Health Economics: A Review of the Literature

Author

Listed:
  • Michael Clark
  • Domino Determann
  • Stavros Petrou
  • Domenico Moro
  • Esther Bekker-Grob

Abstract

The use of DCEs in healthcare continues to grow dramatically, as does the scope of applications across an expanding range of countries. There is increasing evidence that more sophisticated approaches to DCE design and analytical techniques are improving the quality of final outputs. That said, recent evidence that the use of qualitative methods to inform attribute selection has declined is of concern. Copyright Springer International Publishing Switzerland 2014

Suggested Citation

  • 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.
    • Handle: RePEc:spr:pharme:v:32:y:2014:i:9:p:883-902
    DOI: 10.1007/s40273-014-0170-x
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    1. Nieboer, Anna P. & Koolman, Xander & Stolk, Elly A., 2010. "Preferences for long-term care services: Willingness to pay estimates derived from a discrete choice experiment," Social Science & Medicine, Elsevier, vol. 70(9), pages 1317-1325, May.
    2. Lancsar, Emily & Louviere, Jordan & Donaldson, Cam & Currie, Gillian & Burgess, Leonie, 2013. "Best worst discrete choice experiments in health: Methods and an application," Social Science & Medicine, Elsevier, vol. 76(C), pages 74-82.
    3. Sivey, Peter & Scott, Anthony & Witt, Julia & Joyce, Catherine & Humphreys, John, 2012. "Junior doctors’ preferences for specialty choice," Journal of Health Economics, Elsevier, vol. 31(6), pages 813-823.
    4. Johnson, F. Reed & Ozdemir, Semra & Phillips, Kathryn A., 2010. "Effects of simplifying choice tasks on estimates of taste heterogeneity in stated-choice surveys," Social Science & Medicine, Elsevier, vol. 70(2), pages 183-190, January.
    5. Watson, Verity & Sussex, Jon & Ryan, Mandy & Tetteh, Ebenezer, 2012. "Managing poorly performing clinicians: Health care providers’ willingness to pay for independent help," Health Policy, Elsevier, vol. 104(3), pages 260-271.
    6. Tonin, Stefania & Alberini, Anna & Turvani, Margherita, 2009. "The Value of Reducing Cancer Risks at Contaminated Sites: Are More Heavily Exposed People Willing to Pay More?," Sustainable Development Papers 52548, Fondazione Eni Enrico Mattei (FEEM).
    7. Mandy Ryan & Verity Watson, 2009. "Comparing welfare estimates from payment card contingent valuation and discrete choice experiments," Health Economics, John Wiley & Sons, Ltd., vol. 18(4), pages 389-401, April.
    8. Potoglou, Dimitris & Burge, Peter & Flynn, Terry & Netten, Ann & Malley, Juliette & Forder, Julien & Brazier, John E., 2011. "Best-worst scaling vs. discrete choice experiments: An empirical comparison using social care data," Social Science & Medicine, Elsevier, vol. 72(10), pages 1717-1727, May.
    9. Fernando San Miguel & Mandy Ryan & Mabelle Amaya‐Amaya, 2005. "‘Irrational’ stated preferences: a quantitative and qualitative investigation," Health Economics, John Wiley & Sons, Ltd., vol. 14(3), pages 307-322, March.
    10. Julia Witt & Anthony Scott & Richard H. Osborne, 2009. "Designing choice experiments with many attributes. An application to setting priorities for orthopaedic waiting lists," Health Economics, John Wiley & Sons, Ltd., vol. 18(6), pages 681-696, June.
    11. 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.
    12. Pedersen, Line Bjørnskov & Kjær, Trine & Kragstrup, Jakob & Gyrd-Hansen, Dorte, 2012. "General practitioners’ preferences for the organisation of primary care: A discrete choice experiment," Health Policy, Elsevier, vol. 106(3), pages 246-256.
    13. Mickael Bech & Trine Kjaer & Jørgen Lauridsen, 2011. "Does the number of choice sets matter? Results from a web survey applying a discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 273-286, March.
    14. Julie Riise Kolstad, 2011. "How to make rural jobs more attractive to health workers. Findings from a discrete choice experiment in Tanzania," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 196-211, February.
    15. Mentzakis, Emmanouil & Stefanowska, Patricia & Hurley, Jeremiah, 2011. "A discrete choice experiment investigating preferences for funding drugs used to treat orphan diseases: an exploratory study," Health Economics, Policy and Law, Cambridge University Press, vol. 6(3), pages 405-433, July.
    16. Colin Green & Karen Gerard, 2009. "Exploring the social value of health‐care interventions: a stated preference discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 951-976, August.
    17. Promberger, Marianne & Dolan, Paul & Marteau, Theresa M., 2012. "“Pay them if it works”: Discrete choice experiments on the acceptability of financial incentives to change health related behaviour," Social Science & Medicine, Elsevier, vol. 75(12), pages 2509-2514.
    18. Pavlova, Milena & Hendrix, Marijke & Nouwens, Elvira & Nijhuis, Jan & van Merode, Godefridus, 2009. "The choice of obstetric care by low-risk pregnant women in the Netherlands: Implications for policy and management," Health Policy, Elsevier, vol. 93(1), pages 27-34, November.
    19. Ryan, Mandy, 1999. "Using conjoint analysis to take account of patient preferences and go beyond health outcomes: an application to in vitro fertilisation," Social Science & Medicine, Elsevier, vol. 48(4), pages 535-546, February.
    20. Poulos, Christine & Yang, Jui-Chen & Patil, Sumeet R. & Pattanayak, Subhrendu & Wood, Siri & Goodyear, Lorelei & Gonzalez, Juan Marcos, 2012. "Consumer preferences for household water treatment products in Andhra Pradesh, India," Social Science & Medicine, Elsevier, vol. 75(4), pages 738-746.
    21. Debby van Helvoort‐Postulart & Benedict G. C. Dellaert & Trudy van der Weijden & Maarten F. von Meyenfeldt & Carmen D. Dirksen, 2009. "Discrete choice experiments for complex health‐care decisions: does hierarchical information integration offer a solution?," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 903-920, August.
    22. Julie Ratcliffe & John Brazier & Aki Tsuchiya & Tara Symonds & Martin Brown, 2009. "Using DCE and ranking data to estimate cardinal values for health states for deriving a preference‐based single index from the sexual quality of life questionnaire," Health Economics, John Wiley & Sons, Ltd., vol. 18(11), pages 1261-1276, November.
    23. Tami L. Mark & Joffre Swait, 2004. "Using stated preference and revealed preference modeling to evaluate prescribing decisions," Health Economics, John Wiley & Sons, Ltd., vol. 13(6), pages 563-573, June.
    24. Denise Bijlenga & Gouke J. Bonsel & Erwin Birnie, 2011. "Eliciting willingness to pay in obstetrics: comparing a direct and an indirect valuation method for complex health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 20(11), pages 1392-1406, November.
    25. Emmanouil Mentzakis & Mandy Ryan & Paul McNamee, 2011. "Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 930-944, August.
    26. Joachim Marti, 2012. "Assessing preferences for improved smoking cessation medications: a discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 533-548, October.
    27. Torbica, Aleksandra & Fattore, Giovanni, 2010. "Understanding the impact of economic evidence on clinical decision making: A discrete choice experiment in cardiology," Social Science & Medicine, Elsevier, vol. 70(10), pages 1536-1543, May.
    28. F. Reed Johnson & Ateesha F. Mohamed & Semra Özdemir & Deborah A. Marshall & Kathryn A. Phillips, 2011. "How does cost matter in health‐care discrete‐choice experiments?," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 323-330, March.
    29. Philips, Hilde & Mahr, Dominik & Remmen, Roy & Weverbergh, Marcel & De Graeve, Diana & Van Royen, Paul, 2012. "Predicting the place of out-of-hours care—A market simulation based on discrete choice analysis," Health Policy, Elsevier, vol. 106(3), pages 284-290.
    30. Ulla Slothuus Skjoldborg & Dorte Gyrd‐Hansen, 2003. "Conjoint analysis. The cost variable: an Achilles' heel?," Health Economics, John Wiley & Sons, Ltd., vol. 12(6), pages 479-491, June.
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