Diverging paths: AI exposure and employment across European regions

被引:0
作者
Guarascio, Dario [1 ]
Reljic, Jelena [1 ]
Stollinger, Roman [2 ]
机构
[1] Sapienza Univ Rome, Rome, Italy
[2] Delft Univ Technol, Delft, Netherlands
关键词
Artificial intelligence; Labour; Employment; Regions; Europe; INTEGRATION; INNOVATION; CREATION; SKILLS;
D O I
10.1016/j.strueco.2024.12.010
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:11 / 24
页数:14
相关论文
共 73 条
[51]   Industrial robots, and information and communication technology: the employment effects in EU labour markets [J].
Jestl, Stefan .
REGIONAL STUDIES, 2024, 58 (11) :1981-1998
[52]  
Keynes J.M., 1931, ESSAYS PERSUASION, DOI 10.1007/978-1-349-59072-8_25
[53]  
Kordalska A., 2022, Wiiw Research Report, P461
[54]  
Korinek A., 2021, Artificial intelligence, globalization, and strategies for economic development (No. w28453), DOI 10.36687/inetwp146
[55]   PRESIDENTIAL-ADDRESS - TECHNOLOGY AND HISTORY - KRANZBERGS LAWS [J].
KRANZBERG, M .
TECHNOLOGY AND CULTURE, 1986, 27 (03) :544-560
[56]  
Landesmann M.A., 2020, The Oxford Handbook of Industrial Policy
[57]   TECHNOLOGICAL ADVANCE, ECONOMIC-GROWTH, AND THE DISTRIBUTION OF INCOME [J].
LEONTIEF, W .
POPULATION AND DEVELOPMENT REVIEW, 1983, 9 (03) :403-410
[58]  
Marguerit D., 2024, Augmenting or automating labor? The effect of AI exposure on new work, employment, and wages
[59]  
Maslej N., 2024, The AI Index 2024 Annual Report
[60]   The composite link between technological change and employment: A survey of the literature [J].
Mondolo, Jasmine .
JOURNAL OF ECONOMIC SURVEYS, 2022, 36 (04) :1027-1068