An Empirical Study of the Effects of Telework During the COVID-19 Pandemic in Japan Using Panel Data.

Kazunori Minetaki
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Abstract

This study aims to examine the effects of telework on some kinds of satisfaction during the COVID-19 pandemic in Japan. The hypotheses are: (1) the positive relationship between job/life satisfaction and telework exists, (2) the optimum frequency of telework exists, (3) the effects of telework are different among regular and non-regular employees, and (4) telework can increase the satisfaction of childcare, but its effects are different among male and female employees. One of the most comprehensive panel data, including the frequency of telework and some kinds of satisfaction, is used. The method of statistical analysis is a random-effects ordered probit regression model, because the variables of telework are possibly endogenous. One of the contributions of this study is to consider telework as endogenous. The main results of statistical analysis indicated: (1) a positive relationship between job satisfaction and the frequency of telework was observed as well as life satisfaction, (2) the effect of telework on the job and life satisfaction was the largest in the case that its frequency was less than 50%, (3) the job and life satisfactions of regular employees were affected by the frequency of telework in all case, and for non-regular employees, its effects were observed in the lower frequency cases of less than 50% and irregular, and (4) the increase of the childcare satisfaction by telework was observed in male employees rather than in female employees.

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基于面板数据的日本COVID-19大流行期间远程办公影响实证研究
本研究旨在研究日本COVID-19大流行期间远程办公对某些类型满意度的影响。假设:(1)工作/生活满意度与远程办公之间存在正相关关系;(2)远程办公的最佳频率存在;(3)远程办公的效果在正式员工和非正式员工之间存在差异;(4)远程办公可以提高育儿满意度,但其效果在男性和女性员工之间存在差异。使用了最全面的面板数据之一,包括远程办公的频率和某些类型的满意度。统计分析的方法是随机效应有序概率回归模型,因为远程办公的变量可能是内生的。本研究的贡献之一是将远程工作视为内生的。统计分析的主要结果表明:(1)积极的工作满意度和远程办公的频率之间的关系观察以及生活满意度,(2)远程工作和生活满意度的影响是最大的,其频率小于50%,(3)正式员工的工作和生活满意度是影响远程办公的频率在所有情况下,非正式员工,其影响被观察到在较低的频率低于50%,不规则的情况下,(4)远程办公对男性员工育儿满意度的提高高于女性员工。
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