疫情会加剧还是减少收入不平等?COVID-19病例

Esme Işık, Ayfer Özyılmaz, M. Faruk Toprak, Y. Bayraktar, Figen Büyükakın, M. Olgun
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引用次数: 0

摘要

就收入不平等而言,大流行病期间所经历的经济收缩对不同收入部门和国家群体的影响是不均匀的。由于新冠肺炎疫情深刻影响了贫困人口、移民、难民、无家可归者、季节性工人和无医疗保险人群的生活,因此研究疫情与收入不平等之间的关系具有重要意义。这项研究旨在为最近的大流行是增加还是减少了收入不平等的问题找到答案。本研究采用人工神经网络(ANN)和线性回归(LR)方法分析了新冠肺炎对38个不同收入水平国家收入不平等的影响。在此背景下,利用2000-2019年期间的失业、通胀和增长数据(收入分配的决定因素)估算了2020年的基尼系数值。分析结果显示,虽然COVID-19在一些国家减少了收入不平等,但在另一些国家却加剧了收入不平等。然而,总的来说,我们的研究结果表明,COVID-19对发达国家和发展中国家收入水平的总体影响是加剧了收入不平等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19
The effects of economic contractions experienced during pandemic periods on different income sectors and country groups in terms of income inequality are not homogeneous. Due to the fact that COVID-19 has deeply affected the lives of the poor, immigrants, refugees, the homeless, seasonal workers and people with no health insurance, the relationship between the pandemic and income inequality is of great significance . This study aims to find an answer to the question of whether the recent pandemic increased or decreased income inequality. In the study, the effect of COVID-19 on income inequality in 38 countries with different income levels is analyzed with the Artificial Neural Networks (ANN) and Linear Regression (LR) method. In this context, Gini index values for 2020 were estimated using unemployment, inflation and growth data, which are determinants of income distribution, for the periods 2000-2019. According to the analysis findings, while COVID-19 reduces income inequality in some countries, it increases it in others. However, in general, the results of our study show that the overall effect of COVID-19 on income levels in both developed and developing countries has been to increase income inequality.
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