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Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations
To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digital skill through the occupational data from the U.S...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9642882/ https://www.ncbi.nlm.nih.gov/pubmed/36346798 http://dx.doi.org/10.1371/journal.pone.0277280 |
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author | Chen, Ni Li, Zhi Tang, Bo |
author_facet | Chen, Ni Li, Zhi Tang, Bo |
author_sort | Chen, Ni |
collection | PubMed |
description | To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digital skill through the occupational data from the U.S. Bureau of Labor Statistics through the methods of fixed-effects modeling, heterogeneity analyzing and moderation effect testing. The results highlight three main points that (1) the displacement risk by artificial intelligence has significantly negative effects on occupational wage and employment, (2) the heterogeneous effects across occupational characteristics are significant, and (3) the digital skill exerts a significant moderation effect to protect against displacement risk. The core policy implication is suggested to emphasize digital skill in education and training across occupations to accommodate job requirements in the future. |
format | Online Article Text |
id | pubmed-9642882 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-96428822022-11-15 Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations Chen, Ni Li, Zhi Tang, Bo PLoS One Research Article To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digital skill through the occupational data from the U.S. Bureau of Labor Statistics through the methods of fixed-effects modeling, heterogeneity analyzing and moderation effect testing. The results highlight three main points that (1) the displacement risk by artificial intelligence has significantly negative effects on occupational wage and employment, (2) the heterogeneous effects across occupational characteristics are significant, and (3) the digital skill exerts a significant moderation effect to protect against displacement risk. The core policy implication is suggested to emphasize digital skill in education and training across occupations to accommodate job requirements in the future. Public Library of Science 2022-11-08 /pmc/articles/PMC9642882/ /pubmed/36346798 http://dx.doi.org/10.1371/journal.pone.0277280 Text en © 2022 Chen et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chen, Ni Li, Zhi Tang, Bo Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title | Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title_full | Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title_fullStr | Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title_full_unstemmed | Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title_short | Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations |
title_sort | can digital skill protect against job displacement risk caused by artificial intelligence? empirical evidence from 701 detailed occupations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9642882/ https://www.ncbi.nlm.nih.gov/pubmed/36346798 http://dx.doi.org/10.1371/journal.pone.0277280 |
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