Labor Market Exposure to AI: Cross-country Differences and Distributional Implications

Labor Market Exposure to AI: Cross-country Differences and Distributional Implications
Author: Carlo Pizzinelli
Publisher: International Monetary Fund
Total Pages: 58
Release: 2023-10-04
Genre: Business & Economics
ISBN:


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This paper examines the impact of Artificial Intelligence (AI) on labor markets in both Advanced Economies (AEs) and Emerging Markets (EMs). We propose an extension to a standard measure of AI exposure, accounting for AI's potential as either a complement or a substitute for labor, where complementarity reflects lower risks of job displacement. We analyze worker-level microdata from 2 AEs (US and UK) and 4 EMs (Brazil, Colombia, India, and South Africa), revealing substantial variations in unadjusted AI exposure across countries. AEs face higher exposure than EMs due to a higher employment share in professional and managerial occupations. However, when accounting for potential complementarity, differences in exposure across countries are more muted. Within countries, common patterns emerge in AEs and EMs. Women and highly educated workers face greater occupational exposure to AI, at both high and low complementarity. Workers in the upper tail of the earnings distribution are more likely to be in occupations with high exposure but also high potential complementarity.


Labor Market Exposure to AI: Cross-country Differences and Distributional Implications
Language: en
Pages: 58
Authors: Carlo Pizzinelli
Categories: Business & Economics
Type: BOOK - Published: 2023-10-04 - Publisher: International Monetary Fund

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This paper examines the impact of Artificial Intelligence (AI) on labor markets in both Advanced Economies (AEs) and Emerging Markets (EMs). We propose an exten
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Type: BOOK - Published: 2024-06-07 - Publisher: International Monetary Fund

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We document historical patterns of workers' transitions across occupations and over the life-cycle for different levels of exposure and complementarity to Artif
Artificial Intelligence and Employment
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Pages: 60
Authors: Alexandre Georgieff
Categories:
Type: BOOK - Published: 2021 - Publisher:

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Recent years have seen impressive advances in artificial intelligence (AI) and this has stoked renewed concern about the impact of technological progress on the
The Exposure to Routinization: Labor Market Implications for Developed and Developing Economies
Language: en
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Categories: Business & Economics
Type: BOOK - Published: 2018-06-13 - Publisher: International Monetary Fund

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Evidence that the automation of routine tasks has contributed to the polarization of labor markets has been documented for many developed economies, but little
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Language: en
Pages: 0
Authors: Tobias Sytsma
Categories:
Type: BOOK - Published: 2023 - Publisher:

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The rapid development of artificial intelligence (AI) has the potential to revolutionize the labor force with new generative AI tools that are projected to cont