Testing a discrete choice experiment including duration to value health states for large descriptive systems: Addressing design and sampling issues

被引:45
作者
Bansback, Nick [1 ,2 ]
Hole, Arne Risa [3 ]
Mulhern, Brendan [4 ]
Tsuchiya, Aki [3 ,4 ]
机构
[1] Univ British Columbia, Sch Populat & Publ Hlth, 2206 East Mall, Vancouver, BC V6T 1Z3, Canada
[2] St Pauls Hosp, Ctr Hlth Evaluat & Outcome Sci, Vancouver, BC V6Z 1Y6, Canada
[3] Univ Sheffield, Dept Econ, Sheffield S1 4DT, S Yorkshire, England
[4] Univ Sheffield, Sch Hlth & Related Res, Sheffield S1 4DA, S Yorkshire, England
关键词
UK; Health-state valuation; Discrete choice experiment; EQ-5D-5L; WILLINGNESS-TO-PAY; CONJOINT-ANALYSIS; PREFERENCES; VALUATION; ONLINE; WORSE; TIME;
D O I
10.1016/j.socscimed.2014.05.026
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
There is interest in the use of discrete choice experiments that include a duration attribute (DCETTO) to generate health utility values, but questions remain on its feasibility in large health state descriptive systems. This study examines the stability of DCETTO to estimate health utility values from the five-level EQ-5D, an instrument with depicts 3125 different health states. Between January and March 2011, we administered 120 DCETTO tasks based on the five-level EQ-5D to a total of 1799 respondents in the UK (each completed 15 DCETTO tasks on-line). We compared models across different sample sizes and different total numbers of observations. We found the DCETTO coefficients were generally consistent, with high agreement between individual ordinal preferences and aggregate cardinal values. Keeping the DCE design and the total number of observations fixed, subsamples consisting of 10 tasks per respondent with an intermediate sized sample, and 15 tasks with a smaller sample provide similar results in comparison to the whole sample model. In conclusion, we find that the DCETTO is a feasible method for developing values for larger descriptive systems such as EQ-5D-5L, and find evidence supporting important design features for future valuation studies that use the DCETTO. (C) 2014 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/3.01).
引用
收藏
页码:38 / 48
页数:11
相关论文
共 35 条
  • [1] Using a discrete choice experiment to estimate health state utility values
    Bansback, Nick
    Brazier, John
    Tsuchiya, Aki
    Anis, Aslam
    [J]. JOURNAL OF HEALTH ECONOMICS, 2012, 31 (01) : 306 - 318
  • [2] USE OF THE LOGIT SCALING APPROACH TO TEST FOR RANK-ORDER AND FATIGUE EFFECTS IN STATED PREFERENCE DATA
    BRADLEY, M
    DALY, A
    [J]. TRANSPORTATION, 1994, 21 (02) : 167 - 184
  • [3] Conjoint Analysis Applications in Health-a Checklist: A Report of the ISPOR Good Research Practices for Conjoint Analysis Task Force
    Bridges, John F. P.
    Hauber, A. Brett
    Marshall, Deborah
    Lloyd, Andrew
    Prosser, Lisa A.
    Regier, Dean A.
    Johnson, F. Reed
    Mauskopf, Josephine
    [J]. VALUE IN HEALTH, 2011, 14 (04) : 403 - 413
  • [4] EuroQol: The current state of play
    Brooks, R
    [J]. HEALTH POLICY, 1996, 37 (01) : 53 - 72
  • [5] Design techniques for stated preference methods in health economics
    Carlsson, F
    Martinsson, P
    [J]. HEALTH ECONOMICS, 2003, 12 (04) : 281 - 294
  • [6] Valuing the ICECAP capability index for older people
    Coast, Joanna
    Flynn, Terry N.
    Natarajan, Lucy
    Sproston, Kerry
    Lewis, Jane
    Louviere, Jordan J.
    Peters, Tim J.
    [J]. SOCIAL SCIENCE & MEDICINE, 2008, 67 (05) : 874 - 882
  • [7] Relative risk of a shuffled deck: a generalizable logical consistency criterion for sample selection in health state valuation studies
    Craig, Benjamin M.
    Ramachandran, Sulabha
    [J]. HEALTH ECONOMICS, 2006, 15 (08) : 835 - 848
  • [8] A Closer Look at Decision and Analyst Error by Including Nonlinearities in Discrete Choice Models: Implications on Willingness-to-Pay Estimates Derived from Discrete Choice Data in Healthcare
    de Bekker-Grob, Esther W.
    Rose, John M.
    Bliemer, Michiel C. J.
    [J]. PHARMACOECONOMICS, 2013, 31 (12) : 1169 - 1183
  • [9] Discrete choice experiments in health economics: a review of the literature
    de Bekker-Grob, Esther W.
    Ryan, Mandy
    Gerard, Karen
    [J]. HEALTH ECONOMICS, 2012, 21 (02) : 145 - 172
  • [10] A COMPARISON OF ALTERNATIVE VARIANTS OF THE LEAD AND LAG TIME TTO
    Devlin, Nancy
    Buckingham, Ken
    Shah, Koonal
    Tsuchiya, Aki
    Tilling, Carl
    Wilkinson, Grahame
    Van Hout, Ben
    [J]. HEALTH ECONOMICS, 2013, 22 (05) : 517 - 532