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有序逻辑回归法对大学生视疲劳患病率及相关因素的调查

Investigation of asthenopia prevalence and related factors in university students with ordered logistic regression.

作者信息

Sengul Halil

机构信息

Department of Health Management, Faculty of Health Sciences, Sabahattin Zaim University, Istanbul, Turkey.

出版信息

J Family Med Prim Care. 2025 Apr;14(4):1395-1402. doi: 10.4103/jfmpc.jfmpc_1516_24. Epub 2025 Apr 25.

Abstract

BACKGROUND

Asthenopia, eye strain, occurs with prolonged use of digital devices and causes symptoms such as blurred vision and headaches. Its prevalence is increasing among university students and office workers; studies report a prevalence of 50-90%, with screen use and ergonomic factors in particular appearing to increase the risk.

AIMS

This study investigated the prevalence of asthenopia and associated risk factors among university students in Turkey.

METHODS

A web-based survey was administered to 547 students, and 234 met the inclusion criteria. Statistical analyses were performed with the SPSS 29.0 package program. Frequency and percentage distributions of variables were analyzed in descriptive statistics. First, the prevalence of asthenopia was investigated. Participants who showed any of the symptoms of blurred vision, dry eyes, redness in the eyes, pain in the eyes, itching in the eyes, and eye fatigue were defined as patients with asthenopia, and participants who did not show them were described as "patients without asthenopia." Multiple logistic regression analysis was applied to identify variables that most contributed to asthenopia. The study evaluated the significance level based on a value of 0.05 and a 95% confidence interval.

RESULTS

Results showed that 75.6% of participants experienced asthenopia; the most common symptom was eyestrain (37.6%). Logistic regression analysis revealed that women were 3.385 times more likely to develop asthenopia than men. Wearing glasses increased the risk by 4,645 times compared to not wearing corrective lenses. Interestingly, while using digital devices for studying had a protective effect, recreational use for more than 2 hours significantly increased the risk.

CONCLUSION

The high prevalence of asthenopia among digital device users highlights the need for targeted interventions. The protective effect of work-related device use and the increased risk from recreational use provide fundamental information for developing strategies to reduce eye strain.

摘要

背景

视疲劳,即眼睛疲劳,会随着数字设备的长时间使用而出现,并导致视力模糊和头痛等症状。其在大学生和上班族中的患病率正在上升;研究报告患病率为50%-90%,尤其是屏幕使用和人体工程学因素似乎会增加患病风险。

目的

本研究调查了土耳其大学生中视疲劳的患病率及相关危险因素。

方法

对547名学生进行了基于网络的调查,其中234名符合纳入标准。使用SPSS 29.0软件包程序进行统计分析。在描述性统计中分析变量的频率和百分比分布。首先,对视疲劳的患病率进行调查。出现视力模糊、眼睛干涩、眼睛发红、眼睛疼痛、眼睛瘙痒和眼睛疲劳等任何症状的参与者被定义为视疲劳患者,未出现这些症状的参与者被描述为“无视疲劳患者”。应用多元逻辑回归分析来确定对视疲劳影响最大的变量。该研究基于0.05的P值和95%的置信区间评估显著性水平。

结果

结果显示,75.6%的参与者患有视疲劳;最常见的症状是眼睛疲劳(37.6%)。逻辑回归分析显示,女性患视疲劳的可能性是男性的3.385倍。与不戴矫正眼镜相比,戴眼镜使患病风险增加了4645倍。有趣的是,虽然使用数字设备学习有保护作用,但娱乐用途使用超过2小时会显著增加风险。

结论

数字设备用户中视疲劳的高患病率凸显了有针对性干预措施的必要性。与工作相关的设备使用的保护作用以及娱乐用途使用增加的风险为制定减轻眼睛疲劳的策略提供了基本信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1353/12088530/05f4d8d8e0a1/JFMPC-14-1395-g001.jpg

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