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Validation of a novel diabetic retinopathy utility index using discrete choice experiments.

Publication ,  Journal Article
Fenwick, EK; Bansback, N; Gan, ATL; Ratcliffe, J; Burgess, L; Wong, TY; Lamoureux, EL
Published in: Br J Ophthalmol
February 2020

BACKGROUND/AIMS: To 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. METHODS: The 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. RESULTS: Of 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). DISCUSSION: The 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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Published In

Br J Ophthalmol

DOI

EISSN

1468-2079

Publication Date

February 2020

Volume

104

Issue

2

Start / End Page

188 / 193

Location

England

Related Subject Headings

  • Vision Disorders
  • Surveys and Questionnaires
  • Severity of Illness Index
  • Quality of Life
  • Outcome Assessment, Health Care
  • Ophthalmology & Optometry
  • Middle Aged
  • Male
  • Logistic Models
  • Humans
 

Citation

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Fenwick, E. K., Bansback, N., Gan, A. T. L., Ratcliffe, J., Burgess, L., Wong, T. Y., & Lamoureux, E. L. (2020). Validation of a novel diabetic retinopathy utility index using discrete choice experiments. Br J Ophthalmol, 104(2), 188–193. https://doi.org/10.1136/bjophthalmol-2019-313899
Fenwick, Eva K., Nick Bansback, Alfred Tau Liang Gan, Julie Ratcliffe, Leonie Burgess, Tien Yin Wong, and Ecosse Luc Lamoureux. “Validation of a novel diabetic retinopathy utility index using discrete choice experiments.Br J Ophthalmol 104, no. 2 (February 2020): 188–93. https://doi.org/10.1136/bjophthalmol-2019-313899.
Fenwick EK, Bansback N, Gan ATL, Ratcliffe J, Burgess L, Wong TY, et al. Validation of a novel diabetic retinopathy utility index using discrete choice experiments. Br J Ophthalmol. 2020 Feb;104(2):188–93.
Fenwick, Eva K., et al. “Validation of a novel diabetic retinopathy utility index using discrete choice experiments.Br J Ophthalmol, vol. 104, no. 2, Feb. 2020, pp. 188–93. Pubmed, doi:10.1136/bjophthalmol-2019-313899.
Fenwick EK, Bansback N, Gan ATL, Ratcliffe J, Burgess L, Wong TY, Lamoureux EL. Validation of a novel diabetic retinopathy utility index using discrete choice experiments. Br J Ophthalmol. 2020 Feb;104(2):188–193.

Published In

Br J Ophthalmol

DOI

EISSN

1468-2079

Publication Date

February 2020

Volume

104

Issue

2

Start / End Page

188 / 193

Location

England

Related Subject Headings

  • Vision Disorders
  • Surveys and Questionnaires
  • Severity of Illness Index
  • Quality of Life
  • Outcome Assessment, Health Care
  • Ophthalmology & Optometry
  • Middle Aged
  • Male
  • Logistic Models
  • Humans