Department of Health Care Economics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo 113-8549, Japan.
Int J Environ Res Public Health. 2023 Jan 5;20(2):1003. doi: 10.3390/ijerph20021003.
The widespread use of the Internet has a substantial impact on people's livelihoods, including health-related factors. Whether this impact is beneficial or harmful to people's health remains unclear. Some cross-sectional studies found static differences in the health status between Internet users and nonusers, whereas panel data studies found dynamic changes in an individuals' health over time, making the issue, including its causality, controversial. Therefore, we aimed to clarify the association between the use of the Internet and people's health from both static and dynamic aspects. Data were obtained for 46,460 adults from the China Family Panel Studies in 2014, 2016, and 2018. The analysis applied a logistic regression hybrid model with self-rated health as the dependent variable and Internet use as the main independent variable. In the hybrid model, time-varying independent variables were decomposed into between-individual (static) differences and within-individual (dynamic) changes over time. The results indicated that the between-individual coefficient of Internet use was significantly positive, but the within-individual coefficient was not, i.e., Internet users felt healthier than nonusers from the static aspect but starting to use the Internet did not increase the self-rated health from the dynamic aspect. These findings suggest that attention is needed in order to not confuse the static differences with dynamic change regarding the causality between Internet use and self-rated health.
互联网的广泛使用对人们的生活产生了重大影响,包括与健康相关的因素。这种影响对人们的健康是有益还是有害尚不清楚。一些横断面研究发现,互联网用户和非用户之间在健康状况方面存在静态差异,而面板数据研究则发现个体健康随时间的动态变化,使得这一问题(包括其因果关系)存在争议。因此,我们旨在从静态和动态两个方面阐明互联网使用与人们健康之间的关系。2014 年、2016 年和 2018 年,我们从中国家庭追踪调查中获取了 46460 名成年人的数据。分析采用了一个带有个体自评健康作为因变量和互联网使用作为主要自变量的逻辑回归混合模型。在混合模型中,时变自变量被分解为个体间(静态)差异和个体内(动态)随时间的变化。结果表明,互联网使用的个体间系数显著为正,但个体内系数却没有,即从静态方面看,互联网用户比非用户感觉更健康,但从动态方面看,开始使用互联网并不会增加个体自评健康。这些发现表明,需要注意不要将互联网使用与个体自评健康之间的因果关系中的静态差异与动态变化混淆。