Zhang Fadong, Li Xiang, Liu Ketong, Xie Lanzhi, Wan Lu, Cao Shiwei, Fu Yandi, Niu Tengfei
Nursing Department, People's Hospital of Xiushan County, Chongqing, China.
The First Clinical College, Chongqing Medical University, Chongqing, China.
Front Psychiatry. 2025 Jun 2;16:1534863. doi: 10.3389/fpsyt.2025.1534863. eCollection 2025.
The mental health of cataract patients should not be ignored; however, little is known from existing studies about anxiety symptoms in Chinese older adults with cataracts. The aim of this study was to assess the prevalence of anxiety symptoms and their key influencing factors among Chinese older adults with cataracts.
Based on the cross-sectional data published in 2018 by the Chinese Longitudinal Healthy Longevity Survey (CLHLS), 1,320 cataract patients aged 65 and older were finally included. Anxiety symptoms were assessed using the Generalised Anxiety Disorder (GAD-7) scale. Logistic regression analyses were performed on 24 variables from three dimensions: socio-demographic characteristics, health status and lifestyle, in order to investigate the influencing factors of anxiety symptoms in older adults with cataracts. Meanwhile, this study developed an advanced Random Forest Model to rank the importance of the significant influencing factors in the logistic regression, providing an in-depth understanding for further precision prevention and management.
The prevalence of anxiety symptom in Chinese older adults with cataracts was 11.06%. Logistic regression analyses showed that poor economic status (OR=3.162, 95% CI:1.719-5.817), obesity(Body Mass Index>28) (OR=2.11,95%CI:1.10-4.05), poor self-reported health (OR=1.91,95%CI:1.11-3.30), sleeping less than 7h(OR=1.98,95%CI:1.30-3.01), having fair (OR=1.61,95%CI:1.03-2.53) or poor (OR=2.70,95%CI:1.21-6.02) life satisfaction, and having hearing impairment (OR=1.72,95%CI:1.12-2.65) were risk factors for anxiety symptoms in cataract patients, eating fresh fruits (OR=0.587, 95%CI:0.369-0.933) and age (OR=0.97,95%CI:0.94-0.99) were protective factors for anxiety symptoms in cataract patients. The results of Random Forest showed that age was the most important factor affecting anxiety symptoms in cataract patients, followed by Body Mass Index, self-reported health, economic status, eating fruits or not, sleep duration, life satisfaction, and hearing impairment.
The results of the study showed that the anxiety symptoms of cataract patients should not be ignored and are influenced by a variety of factors. Healthcare workers should actively conduct mental health screening and strengthen the monitoring of important influencing factors in the treatment and care of cataract patients.
白内障患者的心理健康不容忽视;然而,现有研究对中国老年白内障患者的焦虑症状了解甚少。本研究旨在评估中国老年白内障患者焦虑症状的患病率及其关键影响因素。
基于中国老年健康长寿纵向调查(CLHLS)2018年发布的横断面数据,最终纳入1320例65岁及以上的白内障患者。采用广泛性焦虑障碍(GAD-7)量表评估焦虑症状。对社会人口学特征、健康状况和生活方式三个维度的24个变量进行逻辑回归分析,以探讨老年白内障患者焦虑症状的影响因素。同时,本研究开发了一种先进的随机森林模型,对逻辑回归中显著影响因素的重要性进行排序,为进一步精准预防和管理提供深入了解。
中国老年白内障患者焦虑症状的患病率为11.06%。逻辑回归分析显示,经济状况差(OR=3.162,95%CI:1.719-5.817)、肥胖(体重指数>28)(OR=2.11,95%CI:1.10-4.05)、自我报告健康状况差(OR=1.91,95%CI:1.11-3.30)、睡眠时间不足7小时(OR=1.98,95%CI:1.30-3.01)、生活满意度一般(OR=1.61,95%CI:1.03-2.53)或较差(OR=2.70,95%CI:1.21-6.02)以及有听力障碍(OR=1.72,95%CI:1.12-2.65)是白内障患者焦虑症状的危险因素,食用新鲜水果(OR=0.587,95%CI:0.369-0.933)和年龄(OR=0.97,95%CI:0.94-0.99)是白内障患者焦虑症状的保护因素。随机森林结果显示,年龄是影响白内障患者焦虑症状的最重要因素,其次是体重指数、自我报告健康状况、经济状况、是否食用水果、睡眠时间、生活满意度和听力障碍。
研究结果表明,白内障患者的焦虑症状不容忽视,且受多种因素影响。医护人员应积极开展心理健康筛查,在白内障患者的治疗和护理中加强对重要影响因素的监测。