Nwanyanwu Kristen, Andoh Joana, Chen Evan, Xu Yunshan, Granados Alvaro, Deng Yanhong, Desai Mayur, Nunez-Smith Marcella
From the University School of Medicine (K.N., E.C., A.G., M.N.-S.), New Haven, Connecticut, USA.
Johns Hopkins Medical Institute (J.A.), Baltimore, Maryland, USA.
Am J Ophthalmol. 2025 Oct;278:389-401. doi: 10.1016/j.ajo.2025.06.028. Epub 2025 Jun 21.
To identify the social determinants of health (SDH) associated with awareness of diabetic retinopathy (DR).
Retrospective, cross-sectional study.
We identified participants with DR. Based on answers to questionnaires, those who were aware of their diagnosis were compared to those who were unaware of their diagnosis. We also compared participants with DR to participants without DR, with diabetes. Covariates included sociodemographic factors and other SDH variables identified in the National Health and Nutrition Examination Survey (NHANES) database or calculated based on literature review: depression screening (Patient Health Questionnaire 9 [PHQ-9]), social support index, food insecurity, and household crowding. The Rao-Scott χ test was used for categorical variables, and the T test was used for continuous variables. To identify the association between selected SDH variables and awareness of DR, we used univariate and multivariate logistic regression.
Our NHANES analysis included participants with and without diabetes (HbA1c >6.5% or self-reported), age 40 years or older, with available fundus photography. Among the 5437 participants (weighted 107.6M) over age 40 with available fundus photography, there were 692 participants (weighted 10.3M) with diabetes and 319 participants (weighted 4.0M) with DR. Over 70% (217, weighted 3.0M) were unaware of their DR diagnosis. Among participants with DR, non-Hispanic Black participants, those born in the United States, those with US citizenship, households of 4 to 6 rooms, those interviewed in English, and those who were food insecure were more aware of their DR diagnosis. In the adjusted multivariable analysis, individuals who received food stamps in the last 6 months (AOR = 6.66, CI = 1.98-22.43) and those who were not working in the last week (AOR = 3.28, CI = 1.08-9.68) had increased odds of awareness of DR. Participants born outside of the United States had decreased odds of awareness of DR (AOR = 0.08, CI = 0.02-0.37).
Participants experiencing adverse SDH demonstrated increased DR awareness. Interventions that address SDH may contribute to a decrease in blindness from DR by leveraging known awareness in populations at high risk.
确定与糖尿病视网膜病变(DR)知晓情况相关的健康社会决定因素(SDH)。
回顾性横断面研究。
我们确定了患有DR的参与者。根据问卷调查的答案,将知晓自己诊断结果的人与不知晓自己诊断结果的人进行比较。我们还将患有DR的参与者与患有糖尿病但无DR的参与者进行比较。协变量包括社会人口学因素以及在国家健康与营养检查调查(NHANES)数据库中确定或根据文献综述计算得出的其他SDH变量:抑郁筛查(患者健康问卷9[PHQ-9])、社会支持指数、粮食不安全状况和家庭拥挤程度。分类变量采用Rao - Scott χ检验,连续变量采用T检验。为了确定所选SDH变量与DR知晓情况之间的关联,我们使用了单变量和多变量逻辑回归分析。
我们的NHANES分析纳入了年龄在40岁及以上、有眼底摄影资料且有或无糖尿病(糖化血红蛋白>6.5%或自我报告)的参与者。在40岁及以上有眼底摄影资料的5437名参与者(加权后为1.076亿)中,有692名患有糖尿病的参与者(加权后为1030万)和319名患有DR的参与者(加权后为400万)。超过70%(217名,加权后为300万)的人不知道自己患有DR。在患有DR的参与者中,非西班牙裔黑人参与者、在美国出生的人、拥有美国公民身份的人、居住在有4至6个房间的家庭中的人、接受英语访谈的人以及粮食不安全的人对自己的DR诊断知晓度更高。在调整后的多变量分析中,过去6个月内领取食品券的个体(比值比[AOR]=6.66,置信区间[CI]=1.98 - 22.43)以及过去一周未工作的个体(AOR = 3.28,CI = 1.08 - 9.68)知晓DR的几率增加。在美国境外出生的参与者知晓DR的几率降低(AOR = 0.08,CI = 0.02 - 0.37)。
经历不良SDH的参与者对DR的知晓度增加。解决SDH问题的干预措施可能通过利用高危人群中已知的知晓情况,有助于降低DR导致的失明率。