不同的路径:人工智能在欧洲地区的暴露和就业

IF 5.5 2区 经济学 Q1 ECONOMICS Structural Change and Economic Dynamics Pub Date : 2025-06-01 Epub Date: 2024-12-09 DOI:10.1016/j.strueco.2024.12.010
Dario Guarascio , Jelena Reljic , Roman Stöllinger
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引用次数: 0

摘要

本研究探讨了欧洲的人工智能(AI)技术和就业模式。首先,我们提供了欧洲地区的全面地图,重点关注结构性因素,如部门专业化、研发能力、生产力和劳动力技能,这些因素可能会影响人工智能的扩散以及经济和就业影响。为了捕捉这些差异,我们进行了聚类分析,将欧盟地区分为四个不同的集群:高科技服务和资本中心、先进制造业核心、南部和东部边缘。然后,我们讨论了人工智能在这些地区的潜在就业影响,认为虽然拥有强大创新系统的地区可能会因人工智能补充现有能力和生产系统而获得就业收益,但其他地区可能面临结构性障碍,最终可能加剧欧盟的区域差距,外围地区将进一步失去基础。
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Diverging paths: AI exposure and employment across European regions
This study explores exposure to artificial intelligence (AI) technologies and employment patterns in Europe. First, we provide a thorough mapping of European regions focusing on the structural factors—such as sectoral specialisation, R&D capacity, productivity and workforce skills—that may shape diffusion as well as economic and employment effects of AI. To capture these differences, we conduct a cluster analysis which group EU regions in four distinct clusters: high-tech service and capital centres, advanced manufacturing core, southern and eastern periphery. We then discuss potential employment implications of AI in these regions, arguing that while regions with strong innovation systems may experience employment gains as AI complements existing capabilities and production systems, others are likely to face structural barriers that could eventually exacerbate regional disparities in the EU, with peripheral areas losing further ground.
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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
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