How did Internet usage affect life satisfaction before and after COVID-19? Mediating effects and heterogeneity analysis

IF 6.2 2区 经济学 Q1 ECONOMICS Socio-economic Planning Sciences Pub Date : 2024-06-29 DOI:10.1016/j.seps.2024.102007
Ying Jiang , Yong Xie , Qinglong Shao
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Abstract

Digitalization has profoundly reshaped work modes and lifestyles and impacted individuals' life satisfaction. However, there has been limited research exploring this issue while comparing the effects before and during the COVID-19 pandemic. Furthermore, investigating heterogeneity across different socio-economic groups is crucial. This study uses data from the latest three waves of the European Social Survey in 2016, 2018, and 2020 to examine the influence of Internet usage on life satisfaction, unravel its underlying mechanisms, and conduct heterogeneity analysis with the fixed-effects ordered logit model and propensity score matching method. The empirical findings reveal the following: (a) Internet usage has significant and positive effects on life satisfaction, although the marginal effects of Internet usage decreases as respondents’ life satisfaction increases; (b) respondents with a “right” political tendency, higher levels of social interaction and trust, females, older individuals, higher income earners, those with lower education levels, better health conditions, and stronger religious beliefs tend to report higher life satisfaction; (c) work flexibility, work–life balance, and team engagement are identified as essential mediating factors in the relationship between Internet usage and life satisfaction; (d) Internet usage has had a significant and positive effect on life satisfaction since the outbreak of the COVID-19 pandemic, whereas this was not the case before the pandemic; and (e) the influence of Internet usage on life satisfaction is more pronounced among young, affluent communities, well-educated individuals, Eastern and Central Europeans, non-managers, and employees of central/local governments and private firms. This study underscores the rapid socio-economic transformation induced by digitalization in Europe and provides valuable insights on leveraging the Internet to improve individual life satisfaction in the post-pandemic era.

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COVID-19 前后,互联网使用情况如何影响生活满意度?中介效应和异质性分析
数字化深刻地重塑了工作模式和生活方式,影响了个人的生活满意度。然而,在比较 COVID-19 大流行之前和期间的影响时,对这一问题进行探讨的研究还很有限。此外,调查不同社会经济群体的异质性也至关重要。本研究利用 2016 年、2018 年和 2020 年最新三波欧洲社会调查的数据,考察互联网使用对生活满意度的影响,揭示其内在机制,并采用固定效应有序 Logit 模型和倾向得分匹配法进行异质性分析。实证研究结果如下(a) 互联网使用对生活满意度有显著的正向影响,但随着受访者生活满意度的提高,互联网使用的边际效应递减;(b) 政治倾向 "正确"、社会交往和信任度较高、女性、年龄较大、收入较高、教育水平较低、健康状况较好、宗教信仰较强的受访者倾向于报告较高的生活满意度;(c) 工作灵活性、工作与生活的平衡以及团队参与被认为是互联网使用与生活满意度之间关系的重要中介因素;(d) 自 COVID-19 大流行病爆发以来,互联网使用对生活满意度产生了显著的积极影响,而在大流行病爆发之前情况并非如此;(e) 互联网使用对生活满意度的影响在年轻人、富裕群体、受过良好教育的人、东欧和中欧人、非管理人员以及中央/地方政府和私营企业雇员中更为明显。这项研究强调了数字化在欧洲引发的快速社会经济转型,并为在后流行病时代利用互联网提高个人生活满意度提供了有价值的见解。
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来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
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