Using discrete choice experiments to understand preferences for quality of life. Variance-scale heterogeneity matters

2010 ◽  
Vol 70 (12) ◽  
pp. 1957-1965 ◽  
Author(s):  
Terry Nicholas Flynn ◽  
Jordan J. Louviere ◽  
Tim J. Peters ◽  
Joanna Coast
2008 ◽  
Vol 6 (1) ◽  
Author(s):  
Terry N Flynn ◽  
Jordan J Louviere ◽  
Anthony AJ Marley ◽  
Joanna Coast ◽  
Tim J Peters

2017 ◽  
Vol 11 (2) ◽  
pp. 167-173 ◽  
Author(s):  
Caroline M. Vass ◽  
Stuart Wright ◽  
Michael Burton ◽  
Katherine Payne

2019 ◽  
Vol 104 (2) ◽  
pp. 188-193 ◽  
Author(s):  
Eva K Fenwick ◽  
Nick Bansback ◽  
Alfred Tau Liang Gan ◽  
Julie Ratcliffe ◽  
Leonie Burgess ◽  
...  

Background/aimsTo validate a preference-based Diabetic Retinopathy Utility Index (DRU-I) using discrete choice experiment (DCE) methods and assess disutilities associated with vision-threatening DR (VTDR: severe non-proliferative DR, proliferative DR and clinically significant macular oedema) and associated vision impairment.MethodsThe DRU-I comprises five quality-of-life dimensions, including Visual symptoms, Activity limitation/mobility, Lighting and glare, Socio-emotional well-being and Inconvenience, each rated as no, some, or a lot of difficulty. The DRU-I was developed using a DCE comprising six blocks of nine choice sets which, alongside the EuroQoL-5D (EQ-5D-3L) and Vision and Quality of Life (VisQoL) utility instruments, were interviewer-administered to participants. To ensure the DRU-I was sensitive to severe disease, we oversampled patients with VTDR. Data were analysed using conditional logit regression.ResultsOf the 220 participants (mean±SD age 60.1±11.3 years; 70.9% men), 57 (29.1%) and 139 (70.9%) had non-VTDR and VTDR, respectively, while 157 (71.4%), 20 (9.4%) and 37 (17.3%) had no, mild or moderate/severe vision impairment, respectively. Regression coefficients for all dimensions were ordered as expected, with worsening levels in each dimension being less preferred (theoretical validity). DRU-I utilities decreased as DR severity (non-VTDR=0.87; VTDR=0.80; p=0.021) and better eye vision impairment (none=0.84; mild=0.78; moderate/severe=0.72; p=0.012) increased. DRU-I utilities had low (r=0.39) and moderate (r=0.58) correlation with EQ-5D and VisQoL utilities, respectively (convergent validity).DiscussionThe DRU-I can estimate utilities associated with vision-threatening DR and associated vision impairment. It has the potential to assess the cost-effectiveness of DR interventions from a patient perspective and inform policies on resource allocation relating to DR.


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