技术与收入不平等:基于Meta分析的研究
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上海大学

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F062.4

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《改革开放以来中国贫困治理对外话语体系的建构与传播研究》


Technology and income inequality: A Meta-analysis
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Shanghai University

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    摘要:

    过去20年来不平等的加剧是各国家经济政策制定者面临的重大挑战之一。技术进步被大多数学者认为是影响收入不平等的关键。本文通过Meta分析方法对14篇关于技术对收入不平等影响的实证研究进行编码统计,得到222个影响估计量,并对各文献中技术和收入不平等的衡量方法、数据来源、模型设定、控制变量进行分类编码,研究技术对收入不平等总的平均效应以及不同文献之间的异质性。研究发现,考虑了文献的异质性后技术进步是显著加剧收入不平等的,在这一研究领域存在明显的正向发表偏倚。偏向型技术进步相较于其他类型技术对收入不平等的加剧作用更大;高低技能工人收入差衡量收入不平等得到的结果更大;数据集的年份越近,反映的技术对收入不平等的影响越小。

    Abstract:

    The rise in inequality in most countries over the past two decades is one of the biggest challenges facing economic policymakers in both developed and developing countries. Several economists see technological progress as a key factor in income inequality. Therefore, this paper attempts to study the impact of technology on income inequality through meta-analysis. This paper collected 14 articles that met specific criteria and obtained 222 estimators from them. Then, it classified and coded the measurement of technology and inequality, data sources, model setting and control variables of different research to study the overall mean effect of technology on income inequality and the heterogeneity among different studies. Firstly, it is found that technological progress significantly increases income inequality after considering the heterogeneity of different studies, and there is an obvious positive publication bias. Secondly, Skill-biased Technical has the greatest positive impact on income inequality. Thirdly, using wage gape of skilled workers as a measure of income inequality yields even greater results. Lastly, the newer the data set used, the smaller the impact of technology on income inequality reflected by the data set.

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何树全,陈京.技术与收入不平等:基于Meta分析的研究[J].技术经济,,():.

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  • 收稿日期:2022-08-04
  • 最后修改日期:2023-04-20
  • 录用日期:2023-05-09
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