The digital skill premium: Evidence from job vacancy data
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DOI: 10.1016/j.econlet.2025.112294
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- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2022.
"Artificial Intelligence and Jobs: Evidence from Online Vacancies,"
Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 293-340.
- Acemoglu, Daron & Autor, David & Hazell, Jonathon & Restrepo, Pascual, 2022. "Artificial intelligence and jobs: evidence from online vacancies," LSE Research Online Documents on Economics 113325, London School of Economics and Political Science, LSE Library.
- Guy Michaels & Ashwini Natraj & John Van Reenen, 2010.
"Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years,"
CEP Discussion Papers
dp0987, Centre for Economic Performance, LSE.
- Michaels, Guy & Natraj, Ashwini & Van Reenen, John, 2014. "Has ICT polarized skill demand? Evidence from eleven countries over 25 years," LSE Research Online Documents on Economics 46830, London School of Economics and Political Science, LSE Library.
- Van Reenen, John & Michaels, Guy & Natraj, Ashwini, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 years," CEPR Discussion Papers 7898, Centre for Economic Policy Research.
- Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 years," NBER Working Papers 16138, National Bureau of Economic Research, Inc.
- Michaels, Guy & Natraj, Ashwini & Van Reenen, John, 2010. "Has ICT polarized skill demand?: evidence from eleven countries over 25 Years," LSE Research Online Documents on Economics 28739, London School of Economics and Political Science, LSE Library.
- David H. Autor & Michael J. Handel, 2013.
"Putting Tasks to the Test: Human Capital, Job Tasks, and Wages,"
Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
- David H. Autor & Michael J. Handel, 2009. "Putting Tasks to the Test: Human Capital, Job Tasks and Wages," NBER Working Papers 15116, National Bureau of Economic Research, Inc.
- Bonney, Kathryn & Breaux, Cory & Buffington, Catherine & Dinlersoz, Emin & Foster, Lucia & Goldschlag, Nathan & Haltiwanger, John & Kroff, Zachary & Savage, Keith, 2024. "The impact of AI on the workforce: Tasks versus jobs?," Economics Letters, Elsevier, vol. 244(C).
- Erik Brynjolfsson & Danielle Li & Lindsey Raymond, 2025.
"Generative AI at Work,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 140(2), pages 889-942.
- Erik Brynjolfsson & Danielle Li & Lindsey Raymond, 2023. "Generative AI at Work," Papers 2304.11771, arXiv.org, revised Nov 2024.
- Erik Brynjolfsson & Danielle Li & Lindsey R. Raymond, 2023. "Generative AI at Work," NBER Working Papers 31161, National Bureau of Economic Research, Inc.
- Brynjolfsson, Erik & Li, Danielle & Raymond, Lindsey R., 2023. "Generative AI at Work," Research Papers 4141, Stanford University, Graduate School of Business.
- Brey, Björn & van der Marel, Erik, 2024. "The role of human-capital in artificial intelligence adoption," Economics Letters, Elsevier, vol. 244(C).
- Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000.
"Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis,"
Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
- Per Krusell & Lee E. Ohanian & José-Víctor Ríos-Rull & Giovanni L. Violante, 1997. "Capital-skill complementarity and inequality: a macroeconomic analysis," Staff Report 239, Federal Reserve Bank of Minneapolis.
- McAdam, Peter & Willman, Alpo, 2018.
"Unraveling The Skill Premium,"
Macroeconomic Dynamics, Cambridge University Press, vol. 22(1), pages 33-62, January.
- McAdam, Peter & Willman, Alpo, 2015. "Unraveling the skill premium," Working Paper Series 1800, European Central Bank.
- Peter McAdam & Alpo Willman, 2017. "Unraveling the Skill Premium," School of Economics Discussion Papers 0117, School of Economics, University of Surrey.
- Sagit Bar-Gill & Erik Brynjolfsson & Nir Hak, 2024.
"Helping Small Businesses Become More Data-Driven: A Field Experiment on eBay,"
Management Science, INFORMS, vol. 70(11), pages 7345-7372, November.
- Sagit Bar-Gill & Erik Brynjolfsson & Nir Hak, 2023. "Helping Small Businesses become more Data-Driven: A Field Experiment on eBay," NBER Working Papers 31089, National Bureau of Economic Research, Inc.
- Glynn, Adam N. & Quinn, Kevin M., 2010. "An Introduction to the Augmented Inverse Propensity Weighted Estimator," Political Analysis, Cambridge University Press, vol. 18(1), pages 36-56, January.
- Guy Michaels & Ashwini Natraj & John Van Reenen, 2014. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over Twenty-Five Years," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 60-77, March.
- David Deming & Lisa B. Kahn, 2018.
"Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals,"
Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
- David Deming & Lisa B. Kahn, 2015. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," NBER Chapters, in: Firms and the Distribution of Income: The Roles of Productivity and Luck, National Bureau of Economic Research, Inc.
- David Deming & Lisa B. Kahn, 2017. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," NBER Working Papers 23328, National Bureau of Economic Research, Inc.
- Deming, David & Kahn, Lisa B., 2017. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Working Paper Series rwp17-022, Harvard University, John F. Kennedy School of Government.
- VUORIKARI Riina & KLUZER Stefano & PUNIE Yves, 2022. "DigComp 2.2: The Digital Competence Framework for Citizens - With new examples of knowledge, skills and attitudes," JRC Research Reports JRC128415, Joint Research Centre.
- Mary O’Mahony & Michela Vecchi & Francesco Venturini, 2021. "Capital Heterogeneity and the Decline of the Labour Share," Economica, London School of Economics and Political Science, vol. 88(350), pages 271-296, April.
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Cited by:
- Soares Martins Neto, Antonio & Liu, Yan & Khunara, Saloni & Porras Lopez, Juan Manuel, 2026. "Click, Code, Earn : The Returns to Digital Skills," Policy Research Working Paper Series 11313, The World Bank.
- Adele Whelan & Brosnan, Luke & McGuinness, Seamus, 2026. "Squandered skills? Bridging the digital gender skills gap for inclusive growth in Ireland – A comparative European perspective," Research Series, Economic and Social Research Institute (ESRI), number JR15.
- Tomáš Oleš, 2026. "In-demand skills: a shield against automation—evidence from online job vacancies," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 60(1), pages 1-56, December.
- Nebiler, Metin & Park, Kyunglin, 2026. "The Effects of Digital Literacy on Wages in Europe and Central Asia," Policy Research Working Paper Series 11308, The World Bank.
- Fabian Stephany & Ole Teutloff & Angelo Leone, 2026. "AI Skills Improve Job Prospects: Causal Evidence from a Hiring Experiment," Papers 2601.13286, arXiv.org, revised Mar 2026.
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Keywords
; ; ; ; ;JEL classification:
- F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
- J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
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