The ‘Task Approach’ to Labor Markets – An Overview
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The literature on the fourth industrial revolution has remained narrowly focused on the question of skills and whether human and AI are substitutes or complements on the labour market.
“The literature on the fourth industrial revolution however has remained narrowly focused on the question of skills and whether human and AI are substitutes or complements on the labour market (Brynjolfsson and Hitt, 2000; Autor 2013; Katz and Margo 2013; Acemoglu 2014; Frey and Osborne, 2017; Genz et al. 2018).”
From Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy (2021) · cites this paper as Autor 2013
Cites
The Skill Content of Recent Technological Change: An Empirical Exploration
Autor, D. H., Levy, F., & Murnane, R. J. (2003) · The Quarterly Journal of Economics · doi:10.1162/003355303322552801 · Cited by 6,205 · see citing works
Self-citationThe polarization of the U.S. labor market
Autor, D. H., Katz, L. F., & Kearney, M. S. (2006) · American Economic Review · doi:10.1257/000282806777212620 · Cited by 1,594 · see citing works
Self-citationJung, C. G. (1956) · Collected Works, Volume 14 · doi:10.1515/9781400845927 · Cited by 885 · see citing works
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Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., Eirug, A., et al. (2021) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.08.002 · Cited by 4,611 · see citing works
“…has remained nar-rowly focused on the question of skills and whether human and AI are substitutes or complements on the labour market (Acemoglu, Autor, Dorn, Hanson, & Price, 2014; Autor, 2013; Brynjolfsson & Hitt, 2000; Frey & Osborne, 2017; Genz, Lehmer, & Janser, 2018; Katz & Margo, 2013).”
Why Are There Still So Many Jobs? The History and Future of Workplace Automation
Autor, D. H. (2015) · Journal of Economic Perspectives · doi:10.1257/jep.29.3.3 · Cited by 3,917 · see citing works
Self-citationExplaining Job Polarization: Routine-Biased Technological Change and Offshoring
Goos, M., Manning, A., & Salomons, A. (2014) · American Economic Review · doi:10.1257/aer.104.8.2509 · Cited by 2,111 · see citing works
Work of the past, work of the future
Autor, D. H. (2019) · AEA Papers and Proceedings · doi:10.1257/pandp.20191110 · Cited by 435 · see citing works
Future applications of generative large language models: a data-driven case study on ChatGPT
Chiarello, F., Giordano, V., Spada, I., Barandoni, S., & Fantoni, G. (2024) · Technovation · doi:10.1016/j.technovation.2024.103002 · Cited by 164 · see citing works
The Impact of Artificial Intelligence on Expertise Development: Implications for HRD
Ardichvili, A. (2022) · Advances in Developing Human Resources · doi:10.1177/15234223221077304 · Cited by 77 · see citing works
- Authors
- Autor, D. H.
- Affiliations
- National Bureau of Economic Research (US)
- Corresponding author
- Autor, David H.
- ORCID
- Autor, David H.
- Venue
- Journal for Labour Market Research
- Published
- 2013-02-14
- Volume
- 46
- Issue
- 3
- Pages
- 185-199
- ISSN
- 1614-3485 (ISSN-L)
- 1867-8343
- OpenAlex
- W3124827607
- Cited by
- 382
- References
- 3
- Citations by year
- 2026: 38 · 2025: 40 · 2024: 32 · 2023: 25 · 2022: 35 · 2021: 43 · 2020: 31 · 2019: 23 · 2018: 35 · 2017: 16 · 2016: 21 · 2015: 20 · 2014: 18 · 2013: 5
- FWCI
- 50.08
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal for Labour Market Research (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Econstor (Econstor) (submittedVersion)
- Funders
- National Science Foundation (1227334)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Global trade and economics
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Economic Theory and Policy
- Keywords
- task approach, skill-biased technological change, job polarization, comparative advantage, labor demand, offshoring, skills supply, wages, production function
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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