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使用离散选择实验验证一种新的糖尿病视网膜病变效用指数。

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

机构信息

Health Services Research Unit, Singapore Eye Research Institute, Singapore, Singapore.

Ophthalmology, University of Melbourne, Melbourne, Victoria, Australia.

出版信息

Br J Ophthalmol. 2020 Feb;104(2):188-193. doi: 10.1136/bjophthalmol-2019-313899. Epub 2019 May 16.

Abstract

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.

摘要

背景/目的:使用离散选择实验(DCE)方法验证基于偏好的糖尿病视网膜病变效用指数(DRU-I),并评估与威胁视力的糖尿病视网膜病变(VTDR:严重非增殖性糖尿病视网膜病变、增殖性糖尿病视网膜病变和临床显著黄斑水肿)和相关视力损害相关的失能程度。

方法

DRU-I 由五个生活质量维度组成,包括视觉症状、活动受限/移动性、照明和眩光、社会情感幸福感和不便,每个维度的评分均为无、有或严重。DRU-I 是使用包含六个九个选择集的 DCE 开发的,与 EuroQoL-5D(EQ-5D-3L)和视觉和生活质量(VisQoL)效用工具一起,由访谈者对参与者进行评估。为了确保 DRU-I 对严重疾病敏感,我们对 VTDR 患者进行了过度采样。使用条件逻辑回归分析数据。

结果

在 220 名参与者中(平均年龄±标准差为 60.1±11.3 岁;70.9%为男性),分别有 57(29.1%)和 139(70.9%)例患有非 VTDR 和 VTDR,而分别有 157(71.4%)、20(9.4%)和 37(17.3%)例无、轻度或中度/重度视力损害。所有维度的回归系数均按预期顺序排列,每个维度的严重程度恶化程度较低(理论有效性)。随着 DR 严重程度(非 VTDR=0.87;VTDR=0.80;p=0.021)和更好的眼睛视力损害(无=0.84;轻度=0.78;中度/重度=0.72;p=0.012)的增加,DRU-I 效用降低。DRU-I 效用与 EQ-5D 和 VisQoL 效用的相关性分别为低(r=0.39)和中度(r=0.58)(收敛有效性)。

讨论

DRU-I 可用于估计与威胁视力的糖尿病视网膜病变和相关视力损害相关的效用。它有可能从患者角度评估糖尿病视网膜病变干预措施的成本效益,并为与糖尿病视网膜病变相关的资源分配政策提供信息。

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