Harvard Medical School, Boston, MA, USA.
Harvard TH Chan School of Public Health, Boston, MA, USA.
Graefes Arch Clin Exp Ophthalmol. 2021 Oct;259(10):2977-2986. doi: 10.1007/s00417-021-05210-3. Epub 2021 Apr 29.
To study the association between diabetic retinopathy (DR) and physical functional difficulty using contemporary psychometric validation techniques, and to explore the predictors of physical difficulty among those with diabetes, non-proliferative DR (NPDR), or proliferative DR (PDR).
Cross-sectional study using the National Health and Nutrition Examination Survey (NHANES) database from 2005-2008. Participants were classified as either (i) no diabetes no DR, (ii) diabetes without DR, (iii) mild/moderate NPDR, or (iv) severe NPDR/PDR. The presence of DR was detected by retinal imaging and severity was graded using the Early Treatment Diabetic Retinopathy Study Protocol. The physical difficulty was assessed using a 13-question self-reported questionnaire, validated using factor analysis and item response theory (graded response model) psychometric techniques. Secondary analyses of diabetes and DR populations most at risk of reporting greater physical functional difficulty were undertaken.
A total of 5321 participants over the age of 40 were included in our study. Of the 13 original physical difficulty questions, one latent trait was identified and 9 questions demonstrated good discrimination and were subsequently retained. In univariable analyses, participants with diabetes and any form of DR all reported significantly higher physical functional difficulty vs those with neither diabetes nor DR (p < 0.01 for all). In multivariable analyses, while those with diabetes or any form of DR remained more likely to report higher physical difficulty vs those with neither diabetes nor DR, only those with severe NPDR/PDR reported substantially higher scores (2.1 sum points higher, p = 0.002). Among participants with diabetes or any form of DR, those with 3 or more medical comorbidities and those with depression reported substantially higher sum physical difficulty scores (p < 0.05 for all).
Those with diabetes or DR experience greater functional physical difficulty than those without, particularly profound among those with severe forms of DR. For those with DR, the presence of concurrent depression or medical comorbidities conferred a significantly higher risk of physical difficulty. Providers and healthcare systems should be aware of particularly vulnerable DR populations at increased risk of experiencing daily functioning deficits.
使用当代心理计量学验证技术研究糖尿病视网膜病变(DR)与身体功能障碍之间的关系,并探讨糖尿病、非增殖性 DR(NPDR)或增殖性 DR(PDR)患者中身体功能障碍的预测因素。
使用 2005-2008 年国家健康和营养调查(NHANES)数据库进行横断面研究。参与者分为以下几类:(i)无糖尿病无 DR;(ii)无糖尿病但有 DR;(iii)轻度/中度 NPDR;或(iv)重度 NPDR/PDR。DR 的存在通过视网膜成像检测,严重程度使用早期糖尿病视网膜病变研究方案分级。身体功能障碍使用经过因子分析和项目反应理论(等级反应模型)心理计量学技术验证的 13 个问题的自我报告问卷进行评估。对最有可能报告更多身体功能障碍的糖尿病和 DR 人群进行了二次分析。
共有 5321 名年龄在 40 岁以上的参与者纳入本研究。在最初的 13 个身体功能障碍问题中,确定了一个潜在特征,其中 9 个问题具有良好的区分度,并随后保留。在单变量分析中,患有糖尿病和任何形式的 DR 的参与者报告的身体功能障碍明显高于既无糖尿病也无 DR 的参与者(所有 p 值均<0.01)。在多变量分析中,尽管患有糖尿病或任何形式的 DR 的参与者报告更高身体功能障碍的可能性仍然高于既无糖尿病也无 DR 的参与者,但只有患有重度 NPDR/PDR 的参与者报告的得分明显更高(总分高 2.1 分,p=0.002)。在患有糖尿病或任何形式的 DR 的参与者中,患有 3 种或更多种合并症和患有抑郁症的参与者报告的总分身体功能障碍明显更高(所有 p 值均<0.05)。
患有糖尿病或 DR 的患者比无糖尿病或 DR 的患者经历更大的身体功能障碍,尤其是重度 DR 患者。对于患有 DR 的患者,同时存在抑郁症或合并症会显著增加身体功能障碍的风险。提供者和医疗保健系统应注意患有 DR 的患者,他们面临着更大的日常功能障碍风险。