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The Role of Qualitative Research Methods in Discrete Choice Experiments

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  • Caroline Vass
  • Dan Rigby
  • Katherine Payne

Abstract

Background . The use of qualitative research (QR) methods is recommended as good practice in discrete choice experiments (DCEs). This study investigated the use and reporting of QR to inform the design and/or interpretation of healthcare-related DCEs and explored the perceived usefulness of such methods. Methods . DCEs were identified from a systematic search of the MEDLINE database. Studies were classified by the quantity of QR reported (none, basic, or extensive). Authors ( n = 91) of papers reporting the use of QR were invited to complete an online survey eliciting their views about using the methods. Results . A total of 254 healthcare DCEs were included in the review; of these, 111 (44%) did not report using any qualitative methods; 114 (45%) reported “basic†information; and 29 (11%) reported or cited “extensive†use of qualitative methods. Studies reporting the use of qualitative methods used them to select attributes and/or levels ( n = 95; 66%) and/or pilot the DCE survey ( n = 26; 18%). Popular qualitative methods included focus groups ( n = 63; 44%) and interviews ( n = 109; 76%). Forty-four studies (31%) reported the analytical approach, with content ( n = 10; 7%) and framework analysis ( n = 5; 4%) most commonly reported. The survey identified that all responding authors ( n = 50; 100%) found that qualitative methods added value to their DCE study, but many ( n = 22; 44%) reported that journals were uninterested in the reporting of QR results. Conclusions . Despite recommendations that QR methods be used alongside DCEs, the use of QR methods is not consistently reported. The lack of reporting risks the inference that QR methods are of little use in DCE research, contradicting practitioners’ assessments. Explicit guidelines would enable more clarity and consistency in reporting, and journals should facilitate such reporting via online supplementary materials.

Suggested Citation

  • Caroline Vass & Dan Rigby & Katherine Payne, 2017. "The Role of Qualitative Research Methods in Discrete Choice Experiments," Medical Decision Making, , vol. 37(3), pages 298-313, April.
    • Handle: RePEc:sae:medema:v:37:y:2017:i:3:p:298-313
    DOI: 10.1177/0272989X16683934
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    as
    1. Lim, Jennifer N.W. & Edlin, Richard, 2009. "Preferences of older patients and choice of treatment location in the UK: A binary choice experiment," Health Policy, Elsevier, vol. 91(3), pages 252-257, August.
    2. Bech, Mickael, 2003. "Politicians' and hospital managers' trade-offs in the choice of reimbursement scheme: a discrete choice experiment," Health Policy, Elsevier, vol. 66(3), pages 261-275, December.
    3. Flynn, Terry N. & Louviere, Jordan J. & Peters, Tim J. & Coast, Joanna, 2007. "Best-worst scaling: What it can do for health care research and how to do it," Journal of Health Economics, Elsevier, vol. 26(1), pages 171-189, January.
    4. Chilton, S. M. & Hutchinson, W. G., 2003. "A qualitative examination of how respondents in a contingent valuation study rationalise their WTP responses to an increase in the quantity of the environmental good," Journal of Economic Psychology, Elsevier, vol. 24(1), pages 65-75, February.
    5. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132-132.
    6. Ryan, Mandy & Netten, Ann & Skatun, Diane & Smith, Paul, 2006. "Using discrete choice experiments to estimate a preference-based measure of outcome--An application to social care for older people," Journal of Health Economics, Elsevier, vol. 25(5), pages 927-944, September.
    7. Joanna Coast, 1999. "The appropriate uses of qualitative methods in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 8(4), pages 345-353, June.
    8. Odejar, Maria & Baker, Rachel & Ryan, Mandy & Donalson, Cam & Bateman, Ian J. & Jones-Lee, M & Lancsar, Emily & Mason, Helen & Pinto Paredes, JL & Robinson, A & Shackley, P & Smith, R & Sugdem, R & Wi, 2010. "Weighting and valuing quality-adjusted life-years using stated preference methods: preliminary results from the Social Value of a QALY Project," MPRA Paper 108869, University Library of Munich, Germany.
    9. Hall, Jane & Fiebig, Denzil G. & King, Madeleine T. & Hossain, Ishrat & Louviere, Jordan J., 2006. "What influences participation in genetic carrier testing?: Results from a discrete choice experiment," Journal of Health Economics, Elsevier, vol. 25(3), pages 520-537, May.
    10. Kjaer, Trine & Gyrd-Hansen, Dorte, 2008. "Preference heterogeneity and choice of cardiac rehabilitation program: Results from a discrete choice experiment," Health Policy, Elsevier, vol. 85(1), pages 124-132, January.
    11. Vujicic, Marko & Shengelia, Bakhuti & Alfano, Marco & Thu, Ha Bui, 2011. "Physician shortages in rural Vietnam: Using a labor market approach to inform policy," Social Science & Medicine, Elsevier, vol. 73(7), pages 970-977.
    12. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    13. Joanna Coast & Hareth Al‐Janabi & Eileen J. Sutton & Susan A. Horrocks & A. Jane Vosper & Dawn R. Swancutt & Terry N. Flynn, 2012. "Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations," Health Economics, John Wiley & Sons, Ltd., vol. 21(6), pages 730-741, June.
    14. Poulos, Christine & Yang, Jui-Chen & Levin, Carol & Van Minh, Hoang & Giang, Kim Bao & Nguyen, Diep, 2011. "Mothers' preferences and willingness to pay for HPV vaccines in Vinh Long Province, Vietnam," Social Science & Medicine, Elsevier, vol. 73(2), pages 226-234, July.
    15. 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.
    16. Stirling Bryan & Iestyn Williams & Shirley McIver, 2007. "Seeing the NICE side of cost‐effectiveness analysis: a qualitative investigation of the use of CEA in NICE technology appraisals," Health Economics, John Wiley & Sons, Ltd., vol. 16(2), pages 179-193, February.
    17. Hensher, David A. & Stopher, Peter R. & Louviere, Jordan J., 2001. "An exploratory analysis of the effect of numbers of choice sets in designed choice experiments: an airline choice application," Journal of Air Transport Management, Elsevier, vol. 7(6), pages 373-379.
    18. Marion Haas & Jane Hall & Richard De Abreu Lourenco, 2001. "It's what's expected: genetic testing for inherited conditions, CHERE Discussion Paper No 46," Discussion Papers 46, CHERE, University of Technology, Sydney.
    19. Hall, Jane & Viney, Rosalie & Haas, Marion & Louviere, Jordan, 2004. "Using stated preference discrete choice modeling to evaluate health care programs," Journal of Business Research, Elsevier, vol. 57(9), pages 1026-1032, September.
    20. Baker, Rachel & Robinson, Angela & Smith, Richard, 2008. "How do respondents explain WTP responses? A review of the qualitative evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(4), pages 1427-1442, August.
    21. Kara Hanson & Barbara McPake & Pamela Nakamba & Luke Archard, 2005. "Preferences for hospital quality in Zambia: results from a discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 14(7), pages 687-701, July.
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