Is this time different? Impact of AI in output, employment and inequality across low, middle and high-income countries

IF 5.5 2区 经济学 Q1 ECONOMICS Structural Change and Economic Dynamics Pub Date : 2025-06-01 Epub Date: 2024-12-25 DOI:10.1016/j.strueco.2024.12.016
Clovis Freire
{"title":"Is this time different? Impact of AI in output, employment and inequality across low, middle and high-income countries","authors":"Clovis Freire","doi":"10.1016/j.strueco.2024.12.016","DOIUrl":null,"url":null,"abstract":"<div><div>Recent developments in artificial intelligence (AI) have revived concerns about technological unemployment and the increase in inequality due to technological change. Many studies of the impact of automation have considered a static picture of economies that put less emphasis on their potential for job creation through product innovation. They also tend to focus on developed countries and do not consider the potential impact on developing countries through trade and changes in specialisation patterns. This paper studies the impact of AI on the GDP and employment in low, middle and high-income countries, as well as on the income inequality across countries, based on computer simulations of a multi-country, multi-sector macroeconomic model with endogenous technological change proposed by Freire (2017, 2019). It considers the effect of AI in reducing labour requirements and the potential effects of increasing the pace of product and process innovation. The analysis suggests that the introduction of AI, even when assuming large effects of labour substitution, results in only small changes at the aggregated level of GDP and employment. However, there is an increase in income inequality across countries, and there are considerable shifts in jobs between production sectors and R&amp;D. This suggests that AI may not cause mass technological unemployment but would still result in large distributional changes in low, middle and high-income countries.</div></div>","PeriodicalId":47829,"journal":{"name":"Structural Change and Economic Dynamics","volume":"73 ","pages":"Pages 136-157"},"PeriodicalIF":5.5000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Structural Change and Economic Dynamics","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0954349X24001929","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/25 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

Abstract

Recent developments in artificial intelligence (AI) have revived concerns about technological unemployment and the increase in inequality due to technological change. Many studies of the impact of automation have considered a static picture of economies that put less emphasis on their potential for job creation through product innovation. They also tend to focus on developed countries and do not consider the potential impact on developing countries through trade and changes in specialisation patterns. This paper studies the impact of AI on the GDP and employment in low, middle and high-income countries, as well as on the income inequality across countries, based on computer simulations of a multi-country, multi-sector macroeconomic model with endogenous technological change proposed by Freire (2017, 2019). It considers the effect of AI in reducing labour requirements and the potential effects of increasing the pace of product and process innovation. The analysis suggests that the introduction of AI, even when assuming large effects of labour substitution, results in only small changes at the aggregated level of GDP and employment. However, there is an increase in income inequality across countries, and there are considerable shifts in jobs between production sectors and R&D. This suggests that AI may not cause mass technological unemployment but would still result in large distributional changes in low, middle and high-income countries.
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
这次有什么不同吗?人工智能对低、中、高收入国家产出、就业和不平等的影响
人工智能(AI)的最新发展重新引发了人们对技术变革导致的技术性失业和不平等加剧的担忧。许多关于自动化影响的研究都考虑了经济的静态图景,这些经济不太重视通过产品创新创造就业的潜力。它们还倾向于把重点放在发达国家,而不考虑通过贸易和专业化格局的变化对发展中国家的潜在影响。本文基于Freire(2017,2019)提出的具有内生技术变革的多国、多部门宏观经济模型的计算机模拟,研究了人工智能对低、中、高收入国家GDP和就业的影响,以及对国家间收入不平等的影响。它考虑了人工智能在减少劳动力需求方面的影响,以及加快产品和工艺创新步伐的潜在影响。分析表明,人工智能的引入,即使假设劳动力替代的巨大影响,也只会在GDP和就业的总水平上产生很小的变化。然而,各国之间的收入不平等正在加剧,生产部门和研发部门之间的工作岗位也发生了相当大的变化。这表明,人工智能可能不会造成大规模的技术性失业,但仍会在低收入、中等收入和高收入国家造成巨大的分配变化。
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
9.60
自引率
4.90%
发文量
159
期刊介绍: Structural Change and Economic Dynamics publishes articles about theoretical, applied and methodological aspects of structural change in economic systems. The journal publishes work analysing dynamics and structural breaks in economic, technological, behavioural and institutional patterns.
期刊最新文献
Effect of aid for trade on recipient-countries' participation in global value chains Luigi Pasinetti: the approach to development planning in historical context Structural change: Expansion or stagnation? Structural spillovers, seasonal heterogeneity and optimal air pollution mitigations: A dynamic game modelling in northern China Cultural diverseness across subsidiaries and innovation of multinational corporations
×
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:604180095
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