Evidence and Drivers of Income Polarization in Italy: A Relative Distribution Analysis Using Recentered Influence Function Regressions

IF 1.2 Q3 ECONOMICS Italian Economic Journal Pub Date : 2024-09-05 DOI:10.1007/s40797-024-00292-4
F. Clementi, M. Fabiani
{"title":"Evidence and Drivers of Income Polarization in Italy: A Relative Distribution Analysis Using Recentered Influence Function Regressions","authors":"F. Clementi, M. Fabiani","doi":"10.1007/s40797-024-00292-4","DOIUrl":null,"url":null,"abstract":"<p>The contribution of this paper is twofold. First, it analyzes Italian personal income distribution changes between 1991 and 2020 using the “relative distribution” method. This nonparametric tool uses all distribution information, unlike summary statistics. The analysis documents how distributional changes over time hollowed out the middle of the income distribution and increased household concentration around the highest and lowest deciles, causing polarization to rise. Second, and most importantly, the paper develops a novel approach to quantify the drivers of distributional changes by directly relating the impact of changes in the expected values of the covariates on the relative polarization indices, which code the direction and magnitude of distributional changes. Results show that the household head’s education and employment status increase the income distribution’s polarization over time. When the household’s head is female, foreign-born, or from the Centre/South/Islands, a counter-polarization effect occurs.</p>","PeriodicalId":43048,"journal":{"name":"Italian Economic Journal","volume":null,"pages":null},"PeriodicalIF":1.2000,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Italian Economic Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s40797-024-00292-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

The contribution of this paper is twofold. First, it analyzes Italian personal income distribution changes between 1991 and 2020 using the “relative distribution” method. This nonparametric tool uses all distribution information, unlike summary statistics. The analysis documents how distributional changes over time hollowed out the middle of the income distribution and increased household concentration around the highest and lowest deciles, causing polarization to rise. Second, and most importantly, the paper develops a novel approach to quantify the drivers of distributional changes by directly relating the impact of changes in the expected values of the covariates on the relative polarization indices, which code the direction and magnitude of distributional changes. Results show that the household head’s education and employment status increase the income distribution’s polarization over time. When the household’s head is female, foreign-born, or from the Centre/South/Islands, a counter-polarization effect occurs.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
意大利收入两极分化的证据和驱动因素:利用重定向影响函数回归进行的相对分布分析
本文有两方面的贡献。首先,它使用 "相对分布 "方法分析了 1991 年至 2020 年间意大利个人收入分布的变化。与汇总统计不同,这种非参数工具使用了所有分布信息。分析表明,随着时间的推移,分配变化如何掏空了收入分配的中间部分,并增加了最高和最低十分位数周围的家庭集中度,从而导致两极分化加剧。其次,也是最重要的一点,本文提出了一种量化分配变化驱动因素的新方法,即直接将协变因素预期值的变化对相对两极分化指数的影响联系起来,而相对两极分化指数则是分配变化方向和幅度的代码。结果显示,随着时间的推移,户主的教育程度和就业状况会加剧收入分配的两极分化。如果户主是女性、在国外出生或来自中部/南部/内陆地区,则会产生反极化效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.30
自引率
8.30%
发文量
35
期刊介绍: Italian Economic Journal (ItEJ) is the official peer-reviewed journal of the Italian Economic Association. ItEJ publishes scientific articles in all areas of economics and economic policy, providing a scholarly, international forum for all methodological approaches and schools of thought. In particular, ItEJ aims at encouraging and disseminating high-quality research on the Italian and the European economy. To fulfill this aim, the journal welcomes applied, institutional and theoretical papers on relevant and timely issues concerning the European and Italian economic debate.ItEJ merges the Rivista Italiana degli Economisti (RIE), the journal founded by the Italian Economic Association in 1996, with the Giornale degli Economisti (GdE), founded in 1875 and enriched by contributions from renowned economists, including Amoroso, Black, Barone, De Viti de Marco, Edgeworth, Einaudi, Modigliani, Pantaleoni, Pareto, Slutsky, Tinbergen and Walras.
期刊最新文献
Evidence and Drivers of Income Polarization in Italy: A Relative Distribution Analysis Using Recentered Influence Function Regressions The North–South Gap: Economic Development and Public Intervention Geography and Access to Credit: The Case of the Italian Mezzogiorno Profits, Innovation, Investment. Exploring the Virtuous Circle The Role of House Prices and Transactions in Monetary Policy Transmission: The Case of Italy
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1