Specification of the Utility Function in Discrete Choice Experiments

被引:32
作者
van der Pol, Marjon [1 ]
Currie, Gillian [2 ]
Kromm, Seija [3 ]
Ryan, Mandy [1 ]
机构
[1] Univ Aberdeen, Hlth Econ Res Unit, Aberdeen AB25 2ZD, Scotland
[2] Univ Calgary, Calgary, AB, Canada
[3] Univ Toronto, Toronto, ON, Canada
关键词
discrete choice experiments; specification of utility function; PREFERENCES; MODELS; STATE;
D O I
10.1016/j.jval.2013.11.009
中图分类号
F [经济];
学科分类号
02 ;
摘要
Background: The specification of the utility function has received limited attention within the discrete choice experiment (DCE) literature. This lack of investigation is surprising given that evidence from the contingent valuation literature suggests that welfare estimates are sensitive to different specifications of the utility function. Objective: This study investigates the effect of different specifications of the utility function on results within a DCE. Methods: The DCE elicited the public's preferences for waiting time for hip and knee replacement and estimated willingness to wait (WTW). Results: The results showed that the WTW for the different patient profiles varied considerably across the three different specifications of the utility function. Assuming a linear utility function led to much higher estimates of marginal rates of substitution (WTWs) than with nonlinear specifications. The goodness-of-fit measures indicated that nonlinear specifications were superior.
引用
收藏
页码:297 / 301
页数:5
相关论文
共 18 条
[1]  
Arnett G, 2003, CAN J SURG, V46, P290
[2]   Conjoint Analysis Applications in Health-a Checklist: A Report of the ISPOR Good Research Practices for Conjoint Analysis Task Force [J].
Bridges, John F. P. ;
Hauber, A. Brett ;
Marshall, Deborah ;
Lloyd, Andrew ;
Prosser, Lisa A. ;
Regier, Dean A. ;
Johnson, F. Reed ;
Mauskopf, Josephine .
VALUE IN HEALTH, 2011, 14 (04) :403-413
[3]   Discrete choice experiments in health economics: a review of the literature [J].
de Bekker-Grob, Esther W. ;
Ryan, Mandy ;
Gerard, Karen .
HEALTH ECONOMICS, 2012, 21 (02) :145-172
[4]  
Hensher D., 2005, APPL CHOICE ANAL PRI
[5]   The Mixed Logit model: The state of practice [J].
Hensher, DA ;
Greene, WH .
TRANSPORTATION, 2003, 30 (02) :133-176
[6]   Nonlinear income effects in random utility models [J].
Herriges, JA ;
Kling, CL .
REVIEW OF ECONOMICS AND STATISTICS, 1999, 81 (01) :62-72
[7]   Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment [J].
Hole, Arne Risa .
JOURNAL OF HEALTH ECONOMICS, 2008, 27 (04) :1078-1094
[8]   A comparison of approaches to estimating confidence intervals for willingness to pay measures [J].
Hole, Arne Risa .
HEALTH ECONOMICS, 2007, 16 (08) :827-840
[9]   STATISTICAL COMPARISON OF NON-NESTED PROBABILISTIC DISCRETE CHOICE MODELS [J].
HOROWITZ, JL .
TRANSPORTATION SCIENCE, 1983, 17 (03) :319-350