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Erschienen in: The Patient - Patient-Centered Outcomes Research 3/2018

01.06.2018 | Systematic Review

A Systematic Review Comparing the Acceptability, Validity and Concordance of Discrete Choice Experiments and Best–Worst Scaling for Eliciting Preferences in Healthcare

verfasst von: Jennifer A. Whitty, Ana Sofia Oliveira Gonçalves

Erschienen in: The Patient - Patient-Centered Outcomes Research | Ausgabe 3/2018

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Abstract

Objective

The aim of this study was to compare the acceptability, validity and concordance of discrete choice experiment (DCE) and best–worst scaling (BWS) stated preference approaches in health.

Methods

A systematic search of EMBASE, Medline, AMED, PubMed, CINAHL, Cochrane Library and EconLit databases was undertaken in October to December 2016 without date restriction. Studies were included if they were published in English, presented empirical data related to the administration or findings of traditional format DCE and object-, profile- or multiprofile-case BWS, and were related to health. Study quality was assessed using the PREFS checklist.

Results

Fourteen articles describing 12 studies were included, comparing DCE with profile-case BWS (9 studies), DCE and multiprofile-case BWS (1 study), and profile- and multiprofile-case BWS (2 studies). Although limited and inconsistent, the balance of evidence suggests that preferences derived from DCE and profile-case BWS may not be concordant, regardless of the decision context. Preferences estimated from DCE and multiprofile-case BWS may be concordant (single study). Profile- and multiprofile-case BWS appear more statistically efficient than DCE, but no evidence is available to suggest they have a greater response efficiency. Little evidence suggests superior validity for one format over another. Participant acceptability may favour DCE, which had a lower self-reported task difficulty and was preferred over profile-case BWS in a priority setting but not necessarily in other decision contexts.

Conclusion

DCE and profile-case BWS may be of equal validity but give different preference estimates regardless of the health context; thus, they may be measuring different constructs. Therefore, choice between methods is likely to be based on normative considerations related to coherence with theoretical frameworks and on pragmatic considerations related to ease of data collection.
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Literatur
2.
Zurück zum Zitat Cheung KL, Wijnen BF, Hollin IL, Janssen EM, Bridges JF, Evers SMAA, Hiligsmann M. Using best–worst scaling to investigate preferences in health Care. PharmacoEconomics. 2016;34:1195–209.CrossRefPubMedPubMedCentral Cheung KL, Wijnen BF, Hollin IL, Janssen EM, Bridges JF, Evers SMAA, Hiligsmann M. Using best–worst scaling to investigate preferences in health Care. PharmacoEconomics. 2016;34:1195–209.CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Whitty JA, Lancsar E, Rixon K, Golenko X, Ratcliffe J. A systematic review of stated preference studies reporting public preferences for healthcare priority setting. Patient. 2014;7(4):365–86.CrossRefPubMed Whitty JA, Lancsar E, Rixon K, Golenko X, Ratcliffe J. A systematic review of stated preference studies reporting public preferences for healthcare priority setting. Patient. 2014;7(4):365–86.CrossRefPubMed
7.
Zurück zum Zitat Drummond MF, Sculpher MJ, Torrance GW, O’Brien B, Stoddart GL. Methods for the economic evaluation of health care programmes. 3rd ed. New York: Oxford University Press; 2005. Drummond MF, Sculpher MJ, Torrance GW, O’Brien B, Stoddart GL. Methods for the economic evaluation of health care programmes. 3rd ed. New York: Oxford University Press; 2005.
8.
Zurück zum Zitat Nord E, Street A, Richardson J, Kuhse H, Singer P. The significance of age and duration of effect in social evaluation of health care. Health Care Anal. 1996;4(2):103–11.CrossRefPubMed Nord E, Street A, Richardson J, Kuhse H, Singer P. The significance of age and duration of effect in social evaluation of health care. Health Care Anal. 1996;4(2):103–11.CrossRefPubMed
9.
Zurück zum Zitat Olsen JA, Donaldson C. Helicopters, hearts and hips: using willingness to pay to set priorities for public sector health care programmes. Soc Sci Med. 1998;46(1):1–12.CrossRefPubMed Olsen JA, Donaldson C. Helicopters, hearts and hips: using willingness to pay to set priorities for public sector health care programmes. Soc Sci Med. 1998;46(1):1–12.CrossRefPubMed
10.
Zurück zum Zitat Ryan M, Scott DA, Reeves C, Bate A, van Teijlingen ER, Russell EM, et al. Eliciting public preferences for healthcare: a systematic review of techniques. Health Technol Assess. 2001;5(5):1–186.CrossRefPubMed Ryan M, Scott DA, Reeves C, Bate A, van Teijlingen ER, Russell EM, et al. Eliciting public preferences for healthcare: a systematic review of techniques. Health Technol Assess. 2001;5(5):1–186.CrossRefPubMed
11.
Zurück zum Zitat Ryan M, Gerard K. Using discrete choice experiments to value health care programmes: current practice and future research reflections. Appl Health Econ Health Policy. 2003;2(1):55–64.PubMed Ryan M, Gerard K. Using discrete choice experiments to value health care programmes: current practice and future research reflections. Appl Health Econ Health Policy. 2003;2(1):55–64.PubMed
14.
Zurück zum Zitat McFadden D. Conditional logit analysis of qualitative choice behavior. In: Zarembka P, editor. Frontiers in econometrics. New York: Academic Press; 1974. McFadden D. Conditional logit analysis of qualitative choice behavior. In: Zarembka P, editor. Frontiers in econometrics. New York: Academic Press; 1974.
15.
Zurück zum Zitat Louviere JJ, Flynn TN. Using best–worst scaling choice experiments to measure public perceptions and preferences for healthcare reform in Australia. Patient. 2010;3(4):275–83.CrossRefPubMed Louviere JJ, Flynn TN. Using best–worst scaling choice experiments to measure public perceptions and preferences for healthcare reform in Australia. Patient. 2010;3(4):275–83.CrossRefPubMed
18.
Zurück zum Zitat Finn A, Louviere JJ. Determining the appropriate response to evidence of public concern: the case of food safety. J Public Policy Mark. 1992;11(1):12–5. Finn A, Louviere JJ. Determining the appropriate response to evidence of public concern: the case of food safety. J Public Policy Mark. 1992;11(1):12–5.
19.
Zurück zum Zitat Louviere JJ, Woodworth GG. Best–worst scaling: a model for largest difference judgments, Working Paper. Faculty of Business, University of Alberta; 1990. Louviere JJ, Woodworth GG. Best–worst scaling: a model for largest difference judgments, Working Paper. Faculty of Business, University of Alberta; 1990.
21.
Zurück zum Zitat Louviere JJ, Flynn TN, Marley AAJ. Best–worst scaling: theory, methods and applications. Cambridge: Cambridge University Press; 2015.CrossRef Louviere JJ, Flynn TN, Marley AAJ. Best–worst scaling: theory, methods and applications. Cambridge: Cambridge University Press; 2015.CrossRef
29.
Zurück zum Zitat Coast J, Salisbury C, de Berker D, Noble A, Horrocks S, Peters TJ, et al. Preferences for aspects of a dermatology consultation. Br J Dermatol. 2006;155(2):387–92.CrossRefPubMed Coast J, Salisbury C, de Berker D, Noble A, Horrocks S, Peters TJ, et al. Preferences for aspects of a dermatology consultation. Br J Dermatol. 2006;155(2):387–92.CrossRefPubMed
34.
Zurück zum Zitat Flynn TN, Louviere JJ, Peters TJ, Coast J. Best–worst scaling: what it can do for health care research and how to do it. J Health Econ. 2007;26(1):171–89.CrossRefPubMed Flynn TN, Louviere JJ, Peters TJ, Coast J. Best–worst scaling: what it can do for health care research and how to do it. J Health Econ. 2007;26(1):171–89.CrossRefPubMed
39.
Zurück zum Zitat Mas-Colell A, Green JR. Microeconomic theory. Oxford: Oxford University Press; 1995. Mas-Colell A, Green JR. Microeconomic theory. Oxford: Oxford University Press; 1995.
42.
Zurück zum Zitat Netten A, Burge P, Malley J, Potoglou D, Towers AM, Brazier J, Flynn T, Forder J, Wall B. Outcomes of social care for adults: Developing a preference-weighted measure. Health Technol Assess. 2012;16(16):1–166.CrossRefPubMed Netten A, Burge P, Malley J, Potoglou D, Towers AM, Brazier J, Flynn T, Forder J, Wall B. Outcomes of social care for adults: Developing a preference-weighted measure. Health Technol Assess. 2012;16(16):1–166.CrossRefPubMed
46.
Zurück zum Zitat Hollin IL, Peay HL, Bridges JF. Caregiver preferences for emerging duchenne muscular dystrophy treatments: a comparison of best–worst scaling and conjoint analysis. Patient. 2014;8(1):19–27.CrossRef Hollin IL, Peay HL, Bridges JF. Caregiver preferences for emerging duchenne muscular dystrophy treatments: a comparison of best–worst scaling and conjoint analysis. Patient. 2014;8(1):19–27.CrossRef
47.
Zurück zum Zitat Janssen EM, Segal JB, Bridges JF. A framework for instrument development of a choice experiment: an application to type 2 diabetes. Patient. 2016;9(5):465–79.CrossRefPubMed Janssen EM, Segal JB, Bridges JF. A framework for instrument development of a choice experiment: an application to type 2 diabetes. Patient. 2016;9(5):465–79.CrossRefPubMed
48.
Zurück zum Zitat Severin F, Schmidtke J, Muhlbacher A, Rogowski WH. Eliciting preferences for priority setting in genetic testing: a pilot study comparing best–worst scaling and discrete-choice experiments. Eur J Hum Genet. 2013;21(11):1202–8.CrossRefPubMedPubMedCentral Severin F, Schmidtke J, Muhlbacher A, Rogowski WH. Eliciting preferences for priority setting in genetic testing: a pilot study comparing best–worst scaling and discrete-choice experiments. Eur J Hum Genet. 2013;21(11):1202–8.CrossRefPubMedPubMedCentral
50.
Zurück zum Zitat Xie F, Pullenayegum E, Gaebel K, Oppe M, Krabbe PF. Eliciting preferences to the EQ-5D-5L health states: discrete choice experiment or multiprofile case of best–worst scaling? Eur J Health Econ. 2014;15(3):281–8.CrossRefPubMed Xie F, Pullenayegum E, Gaebel K, Oppe M, Krabbe PF. Eliciting preferences to the EQ-5D-5L health states: discrete choice experiment or multiprofile case of best–worst scaling? Eur J Health Econ. 2014;15(3):281–8.CrossRefPubMed
57.
Zurück zum Zitat Dolan P, Gudex C, Kind P, Williams A. Valuing health states: a comparison of methods. J Health Econ. 1996;15(2):209–31.CrossRefPubMed Dolan P, Gudex C, Kind P, Williams A. Valuing health states: a comparison of methods. J Health Econ. 1996;15(2):209–31.CrossRefPubMed
59.
Zurück zum Zitat Muhlbacher AC, Kaczynski A, Zweifel P, Johnson FR. Experimental measurement of preferences in health and healthcare using best–worst scaling: an overview. Health Econ Rev. 2016;6(1):1–14.CrossRef Muhlbacher AC, Kaczynski A, Zweifel P, Johnson FR. Experimental measurement of preferences in health and healthcare using best–worst scaling: an overview. Health Econ Rev. 2016;6(1):1–14.CrossRef
Metadaten
Titel
A Systematic Review Comparing the Acceptability, Validity and Concordance of Discrete Choice Experiments and Best–Worst Scaling for Eliciting Preferences in Healthcare
verfasst von
Jennifer A. Whitty
Ana Sofia Oliveira Gonçalves
Publikationsdatum
01.06.2018
Verlag
Springer International Publishing
Erschienen in
The Patient - Patient-Centered Outcomes Research / Ausgabe 3/2018
Print ISSN: 1178-1653
Elektronische ISSN: 1178-1661
DOI
https://doi.org/10.1007/s40271-017-0288-y

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