TY - JOUR
T1 - Discrete choice experiment with duration versus time trade-off
T2 - a comparison of test–retest reliability of health utility elicitation approaches in SF-6Dv2 valuation
AU - Xie, Shitong
AU - Wu, Jing
AU - Chen, Gang
N1 - Funding Information:
This study was funded by the National Natural Science Foundation of China (grant No. 71673197 and No. 72174142). We would like to thank all the interviewers and respondents for taking part in this study.
Funding Information:
JW reported receiving grants from the National Natural Science Foundation of China during the conduct of the study. No other conflicts of interest were reported by the authors.
Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Nature Switzerland AG.
PY - 2022
Y1 - 2022
N2 - Objectives: To evaluate and compare the test–retest reliability of discrete choice experiments with duration (DCETTO) and time trade-off (TTO) in the Chinese SF-6Dv2 valuation study. Methods: During face-to-face interviews, a representative sample of the Chinese general population completed 8 TTO tasks and 10 DCETTO tasks. Retest interviews were conducted after two weeks. For both DCETTO and TTO, the consistency of raw responses between the two tests was firstly evaluated at the individual level. Regressions were conducted to investigate the association between the test–retest reliability and the respondents’ characteristics and the severity of health states. Consistency was then analyzed at the aggregate level by comparing the rank order of the coefficients of dimensions. Results: In total, 162 respondents (51.9% male; range 18–80 years) completed the two tests. The intraclass correlations coefficient 0.958 for TTO, with identical values accounting for 59.3% of observations. 76.4% of choices were identical for DCETTO, with a Kappa statistic of 0.528. Respondents’ characteristics had no significant impact while the severity of health states valued in TTO and DCETTO tasks had a significant impact on the test–retest reliability. Both approaches produced relatively stable rank order of dimensions in constrained model estimations between test and retest data. Conclusions: Individual responses of both approaches are relatively stable over time. The rank orders of dimensions in model estimations between test and retest for TTO and DCETTO are also consistent. The differences of utility estimation between the two tests for DCETTO need to be further investigated based on a larger sample size.
AB - Objectives: To evaluate and compare the test–retest reliability of discrete choice experiments with duration (DCETTO) and time trade-off (TTO) in the Chinese SF-6Dv2 valuation study. Methods: During face-to-face interviews, a representative sample of the Chinese general population completed 8 TTO tasks and 10 DCETTO tasks. Retest interviews were conducted after two weeks. For both DCETTO and TTO, the consistency of raw responses between the two tests was firstly evaluated at the individual level. Regressions were conducted to investigate the association between the test–retest reliability and the respondents’ characteristics and the severity of health states. Consistency was then analyzed at the aggregate level by comparing the rank order of the coefficients of dimensions. Results: In total, 162 respondents (51.9% male; range 18–80 years) completed the two tests. The intraclass correlations coefficient 0.958 for TTO, with identical values accounting for 59.3% of observations. 76.4% of choices were identical for DCETTO, with a Kappa statistic of 0.528. Respondents’ characteristics had no significant impact while the severity of health states valued in TTO and DCETTO tasks had a significant impact on the test–retest reliability. Both approaches produced relatively stable rank order of dimensions in constrained model estimations between test and retest data. Conclusions: Individual responses of both approaches are relatively stable over time. The rank orders of dimensions in model estimations between test and retest for TTO and DCETTO are also consistent. The differences of utility estimation between the two tests for DCETTO need to be further investigated based on a larger sample size.
KW - China
KW - Discrete choice experiment
KW - Health state valuation
KW - SF-6D
KW - Test–retest reliability
KW - Time trade-off
UR - http://www.scopus.com/inward/record.url?scp=85130687015&partnerID=8YFLogxK
U2 - 10.1007/s11136-022-03159-2
DO - 10.1007/s11136-022-03159-2
M3 - Article
C2 - 35610406
AN - SCOPUS:85130687015
SN - 0962-9343
VL - 31
SP - 2791
EP - 2803
JO - Quality of Life Research
JF - Quality of Life Research
ER -