数字乡村建设与农村中老年人群的抑郁症状:来自中国的证据
Digital village construction and depressive symptoms in rural middle-aged and older adults: Evidence from China.
作者信息
Wan Shenwei, Zhang Pengfei, Chen Song, Yang Yue
机构信息
School of Agricultural Economics and Rural Development, Renmin University of China, Beijing 100872, China.
School of Agricultural Economics and Rural Development, Renmin University of China, Beijing 100872, China.
出版信息
J Affect Disord. 2025 Mar 1;372:200-209. doi: 10.1016/j.jad.2024.12.026. Epub 2024 Dec 3.
BACKGROUND
Due to the rapid increase in Internet penetration in rural areas of China in recent years, Internet usage among middle-aged and older adults in these areas has also increased dramatically. This has facilitated their engagement in more online shopping, entertainment, and learning activities. Consequently, the construction of digital villages is inevitably and closely linked to the depressive symptoms of rural middle-aged and older adults.
OBJECTIVE
The aim was to use data from the China Health and Retirement Longitudinal Study (CHARLS) 2020 to reveal the relationship between regional digital village construction and individual depressive symptoms among rural middle-aged and older adults.
METHODS
The final sample included 8988 rural middle-aged and older adults. The data on digital village construction were derived from prefecture-level city index scores compiled by the Institute of New Rural Development at Peking University in conjunction with the Ali Research Institute. Depressive symptoms were measured using the 10-item Centre for Epidemiological Studies Depression (CESD) Scale from the 2020 CHARLS questionnaire. Given that the explanatory variable, depressive symptoms among rural middle-aged and older adults, is an integer value >0, we used the Poisson mixed-effects model for regression analyses.
RESULTS
On the map, the average level of depressive symptoms was lower in areas with a high level of digital village construction in 2020. In the t-test, depressive symptoms were significantly higher in rural middle-aged and older adults than in their urban counterparts. In the regression analysis using the Poisson mixed-effects model, digital village construction was significantly and negatively correlated with the depressive symptoms of rural middle-aged and older adults, and this result passed the robustness test.
LIMITATIONS
The causal relationship between the construction of digital villages and the depressive symptoms of rural middle-aged and older adults is not clear in the results obtained.
CONCLUSIONS
We identified three key factors-income welfare, consumption welfare, and cognitive welfare-as mediators between digital village construction and depressive symptoms among middle-aged and older adults. Our findings also show that disadvantaged groups, such as those with low education, limited social networks, and living in non-central areas, derive greater benefits from digital village construction. These insights offer valuable guidance for optimizing digital village policies in developing countries.
背景
近年来,随着中国农村地区互联网普及率的迅速提高,这些地区中老年人群的互联网使用量也大幅增加。这促进了他们更多地参与网上购物、娱乐和学习活动。因此,数字乡村建设与农村中老年人群的抑郁症状不可避免地紧密相关。
目的
旨在利用中国健康与养老追踪调查(CHARLS)2020年的数据,揭示农村中老年人群中区域数字乡村建设与个体抑郁症状之间的关系。
方法
最终样本包括8988名农村中老年人群。数字乡村建设数据来自北京大学新农村发展研究院与阿里研究院联合编制的地级市指数得分。抑郁症状采用2020年CHARLS问卷中的10项流行病学研究中心抑郁量表(CESD)进行测量。鉴于解释变量,即农村中老年人群的抑郁症状,是一个大于0的整数值,我们使用泊松混合效应模型进行回归分析。
结果
在地图上,2020年数字乡村建设水平高的地区,抑郁症状的平均水平较低。在t检验中,农村中老年人群的抑郁症状显著高于城市同龄人。在使用泊松混合效应模型的回归分析中,数字乡村建设与农村中老年人群的抑郁症状呈显著负相关,且该结果通过了稳健性检验。
局限性
在所得结果中,数字乡村建设与农村中老年人群抑郁症状之间的因果关系尚不明确。
结论
我们确定了收入福利、消费福利和认知福利这三个关键因素,作为数字乡村建设与中老年人群抑郁症状之间的中介变量。我们的研究结果还表明,教育程度低、社交网络有限以及生活在非中心地区等弱势群体,从数字乡村建设中获益更大。这些见解为发展中国家优化数字乡村政策提供了有价值的指导。