School of Medicine and Health Management, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.
BMC Geriatr. 2021 Apr 21;21(1):264. doi: 10.1186/s12877-021-02175-0.
Prior studies on health disparity have shown that socioeconomic status is critical to inequality of health outcomes such as depression. However, two questions await further investigation: whether disparity in depression correlated with socioeconomic status will become larger when depression becomes severer, and whether digital technology will reduce the disparity in depression correlated with socioeconomic status. Our study aims to answer the above two questions.
By using the dataset from China Health and Retirement Longitudinal Study 2015, we use quantile regression models to examine the association between socioeconomic status and depression across different quantiles, and test the moderating effect of digital technology.
Our study obtains four key findings. First, the negative effects of socioeconomic status on depression present an increasing trend at high quantiles. Second, Internet usage exacerbates the disparity in depression associated with education level on average, but reduces this disparity associated with education level at high quantiles. Third, Internet usage reduces the disparity in depression associated with income on average and at high quantiles. Fourth, mobile phone ownership has almost no moderating effect on the relationship between socioeconomic status and depression.
Our findings suggest the potential use of digital technology in reducing disparity in depression correlated with socioeconomic status among middle-aged and aged individuals in developing countries.
先前关于健康差异的研究表明,社会经济地位对健康结果(如抑郁)的不平等至关重要。然而,有两个问题有待进一步研究:当抑郁变得更严重时,抑郁与社会经济地位相关的差异是否会更大,以及数字技术是否会减少与社会经济地位相关的抑郁差异。我们的研究旨在回答上述两个问题。
本研究使用中国健康与养老追踪调查 2015 年的数据,采用分位数回归模型检验了不同分位数下社会经济地位与抑郁之间的关联,并检验了数字技术的调节作用。
我们的研究得出了四个关键发现。首先,社会经济地位对抑郁的负面影响在高分位数上呈现出增加的趋势。其次,互联网的使用平均上加剧了教育程度与抑郁之间的差异,但在高分位数上降低了这种差异。第三,互联网的使用平均上减少了收入与抑郁之间的差异,而且在高分位数上也降低了这种差异。第四,手机拥有量对社会经济地位与抑郁之间的关系几乎没有调节作用。
我们的研究结果表明,数字技术在减少发展中国家中中年和老年人中与社会经济地位相关的抑郁差异方面具有潜在的应用价值。