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A Method to Link Advances in Artificial Intelligence to Occupational Abilities
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- Engberg, Erik & Görg, Holger & Lodefalk, Magnus & Javed, Farrukh & Längkvist, Martin & Monteiro, Natália & Kyvik Nordås, Hildegunn & Pulito, Giuseppe & Schroeder, Sarah & Tang, Aili, 2023.
"AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries,"
Ratio Working Papers
370, The Ratio Institute.
- Engberg, Erik & Görg, Holger & Lodefalk, Magnus & Javed, Farrukh & Längkvist, Martin & Monteiro, Natália & Kyvik Nordås, Hildegunn & Pulito, Giuseppe & Schroeder, Sarah & Tang, Aili, 2023. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," Working Papers 2023:13, Örebro University, School of Business.
- Erik Engberg & Holger Gorg & Magnus Lodefalk & Farrukh Javed & Martin Langkvist & Natalia Monteiro & Hildegunn Nordas & Giuseppe Pulito & Sarah Schroeder & Aili Tang, 2024. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," RF Berlin - CReAM Discussion Paper Series 2414, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
- Engberg, Erik & Görg, Holger & Lodefalk, Magnus & Javed, Farrukh & Längkvist, Martin & Monteiro, Natália Pimenta & Kyvik Nordås, Hildegunn & Schroeder, Sarah & Tang, Aili, 2024. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," IZA Discussion Papers 16717, Institute of Labor Economics (IZA).
- Erik Engberg & Holger Görg & Magnus Lodefalk & Farrukh Javed & Martin Längkvist & Natália Monteiro & Hildegunn Kyvik Nordås & Giuseppe Pulito & Sarah Schroeder & Aili Tang, 2023. "AI Unboxed and Jobs: A Novel Measure and Firm-Level Evidence from Three Countries," NIPE Working Papers 14/2023, NIPE - Universidade do Minho.
- Engberg, Erik & Hellsten, Mark & Javed, Farrukh & Lodefalk, Magnus & Sabolová, Radka & Schroeder, Sarah & Tang, Aili, 2024. "Artificial Intelligence, Hiring and Employment: Job Postings Evidence from Sweden," Working Papers 2024:10, Örebro University, School of Business.
- Bachmann, Ronald & Gonschor, Myrielle & Milasi, Santo & Mitra, Alessio, 2023. "Technological progress and the dynamics of self-employment: Worker-level evidence for Europe," Ruhr Economic Papers 1023, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Pablo Casas & José L. Torres, 2023.
"Automation, automatic capital returns, and the functional income distribution,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 113-135, January.
- José L. Torres & Pablo Casas, 2020. "Automation, Automatic Capital Returns, and the Functional Income Distribution," Working Papers 2020-02, Universidad de Málaga, Department of Economic Theory, Málaga Economic Theory Research Center.
- Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
- Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2023.
"Skills-displacing technological change and its impact on jobs: challenging technological alarmism?,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(3), pages 370-392, April.
- McGuinness, Seamus & Pouliakas, Konstantinos & Redmond, Paul, 2019. "Skills-Displacing Technological Change and Its Impact on Jobs: Challenging Technological Alarmism?," IZA Discussion Papers 12541, Institute of Labor Economics (IZA).
- Mario Benassi & Elena Grinza & Francesco Rentocchini, 2020. "The rush for patents in the Fourth Industrial Revolution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(4), pages 559-588, December.
- Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan F. & Lamo, Ana & Wabitsch, Alena, 2023.
"New technologies and jobs in Europe,"
Working Paper Series
2831, European Central Bank.
- Albanesi, Stefania & Silva, António Dias da & Jimeno, Juan F. & Lamo, Ana & Wabitsch, Alena, 2023. "New Technologies and Jobs in Europe," IZA Discussion Papers 16227, Institute of Labor Economics (IZA).
- Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New Technologies and Jobs in Europe," NBER Working Papers 31357, National Bureau of Economic Research, Inc.
- Stefania Albanesi & António Dias da Silva & Juan F. Jimeno & Ana Lamo & Alena Wabitsch, 2023. "New technologies and jobs in Europe," Working Papers 2322, Banco de España.
- Albanesi, Stefania & Dias da Silva, Antonio & Jimeno, Juan Francisco & Lamo, Ana & Wabitsch, Alena, 2023. "New Technologies and Jobs in Europe," CEPR Discussion Papers 18220, C.E.P.R. Discussion Papers.
- Songul Tolan & Annarosa Pesole & Fernando Martinez-Plumed & Enrique Fernandez-Macias & José Hernandez-Orallo & Emilia Gomez, 2020. "Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks," JRC Working Papers on Labour, Education and Technology 2020-02, Joint Research Centre.
- Nicolaj S{o}ndergaard Muhlbach, 2021. "occ2vec: A principal approach to representing occupations using natural language processing," Papers 2111.02528, arXiv.org, revised Jul 2022.
- Grimm, Felix & Gathmann, Christina, 2022. "The Diffusion of Digital Technologies and its Consequences in the Labor Market," VfS Annual Conference 2022 (Basel): Big Data in Economics 264087, Verein für Socialpolitik / German Economic Association.
- Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2022.
"Patenting in 4IR technologies and firm performance [Robots and jobs: evidence from US labor markets],"
Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(1), pages 112-136.
- BENASSI Mario & GRINZA Elena & RENTOCCHINI Francesco & RONDI Laura, 2021. "Patenting in 4IR Technologies and Firm Performance," JRC Working Papers on Corporate R&D and Innovation 2021-01, Joint Research Centre.
- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020.
"AI and Jobs: Evidence from Online Vacancies,"
NBER Working Papers
28257, National Bureau of Economic Research, Inc.
- Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," Working Papers 279, Princeton University, Department of Economics, Center for Economic Policy Studies..
- Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Le, TN-Lan & Leyva-de la Hiz, Dante I., 2021. "Markov-switching dependence between artificial intelligence and carbon price: The role of policy uncertainty in the era of the 4th industrial revolution and the effect of COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
- Genz, Sabrina & Schnabel, Claus, 2021.
"Digging into the Digital Divide: Workers' Exposure to Digitalization and Its Consequences for Individual Employment,"
IZA Discussion Papers
14649, Institute of Labor Economics (IZA).
- Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," FAU Discussion Papers in Economics 04/2021, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
- Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
- Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2020.
"Going Revolutionary: The Impact of 4IR Technology Development on Firm Performance,"
SPRU Working Paper Series
2020-08, SPRU - Science Policy Research Unit, University of Sussex Business School.
- Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2020. "Going Revolutionary: The Impact of 4IR Technology Development on Firm Performance," SEEDS Working Papers 0720, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jul 2020.
- Emmanuel Joel Aikins Abakah & Aviral Kumar Tiwari & Chi‐Chuan Lee & Matthew Ntow‐Gyamfi, 2023. "Quantile price convergence and spillover effects among Bitcoin, Fintech, and artificial intelligence stocks," International Review of Finance, International Review of Finance Ltd., vol. 23(1), pages 187-205, March.
- Jason Furman & Robert Seamans, 2019.
"AI and the Economy,"
Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 161-191.
- Jason Furman & Robert Seamans, 2018. "AI and the Economy," NBER Chapters, in: Innovation Policy and the Economy, Volume 19, pages 161-191, National Bureau of Economic Research, Inc.
- Jason Furman & Robert Seamans, 2018. "AI and the Economy," NBER Working Papers 24689, National Bureau of Economic Research, Inc.
- Mauro Caselli & Andrea Fracasso & Sergio Scicchitano & Silvio Traverso & Enrico Tundis, 2021.
"Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics,"
DEM Working Papers
2021/06, Department of Economics and Management.
- Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," GLO Discussion Paper Series 802, Global Labor Organization (GLO).
- Ljubica Nedelkoska & Dario Diodato & Frank Neffke, 2018.
"Is Our Human Capital General Enough to Withstand the Current Wave of Technological Change?,"
Growth Lab Working Papers
115, Harvard's Growth Lab.
- Ljubica Nedelkoska & Dario Diodato & Frank Neffke, 2018. "Is Our Human Capital General Enough to Withstand the Current Wave of Technological Change?," CID Working Papers 93a, Center for International Development at Harvard University.
- Manav Raj & Robert Seamans, 2019. "Primer on artificial intelligence and robotics," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-14, December.
- Foster-McGregor, Neil & Nomaler, Önder & Verspagen, Bart, 2021.
"Job Automation Risk, Economic Structure and Trade: a European Perspective,"
Research Policy, Elsevier, vol. 50(7).
- Foster-McGregor, Neil & Nomaler, Önder & Verspagen, Bart, 2019. "Job automation risk, economic structure and trade: a European perspective," MERIT Working Papers 2019-011, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Hertog, Ekaterina & Fukuda, Setsuya & Matsukura, Rikiya & Nagase, Nobuko & Lehdonvirta, Vili, 2023. "The future of unpaid work: Estimating the effects of automation on time spent on housework and care work in Japan and the UK," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
- Huynh, Toan Luu Duc & Hille, Erik & Nasir, Muhammad Ali, 2020. "Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
- Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
- Pablo Casas & Concepción Román, 2024. "The impact of artificial intelligence in the early retirement decision," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(3), pages 583-618, August.
- Ben Etheridge & Aitor Irastorza-Fadrique & Michael J. Böhm, 2024. "The impact of labour demand shocks when occupational labour supplies are heterogeneous," IFS Working Papers W24/28, Institute for Fiscal Studies.
- Antonio Dalla Zuanna & Davide Dottori & Elena Gentili & Salvatore Lattanzio, 2024. "An assessment of occupational exposure to artificial intelligence in Italy," Questioni di Economia e Finanza (Occasional Papers) 878, Bank of Italy, Economic Research and International Relations Area.
- Mauro Caselli & Andrea Fracasso & Arianna Marcolin & Sergio Scicchitano, 2023.
"The reassuring effect of firms' technological innovations on workers' job insecurity,"
International Journal of Manpower, Emerald Group Publishing Limited, vol. 45(4), pages 754-778, October.
- Caselli, Mauro & Fracasso, Andrea & Marcolin, Arianna & Scicchitano, Sergio, 2021. "The reassuring effect of firms' technological innovations on workers' job insecurity," GLO Discussion Paper Series 938, Global Labor Organization (GLO).
- Julia Bock-Schappelwein & Andrea Egger, 2023. "Arbeitsmarkt 2030. Rückschlüsse für Österreich," WIFO Studies, WIFO, number 71172.
- Dario Guarascio & Jelena Reljic & Roman Stollinger, 2023.
"Artificial Intelligence and Employment: A Look into the Crystal Ball,"
LEM Papers Series
2023/34, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
- Dario Guarascio & Jelena Reljic & Roman Stoellinger, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," Working Papers in Public Economics 243, Department of Economics and Law, Sapienza University of Roma.
- Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2021.
"Labour-saving automation and occupational exposure: a text-similarity measure,"
DISCE - Quaderni del Dipartimento di Politica Economica
dipe0021, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2021. "Labour-saving automation and occupational exposure: a text-similarity measure," LEM Papers Series 2021/43, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Montobbio, Fabio & Staccioli, Jacopo & Maria Enrica Virgillito & Vivarelli, Marco, 2021. "Labour-saving automation and occupational exposure: A text-similarity measure," MERIT Working Papers 2021-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2021. "Labour-saving automation and occupational exposure: a text-similarity measure," GLO Discussion Paper Series 987, Global Labor Organization (GLO).
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2021. "Labour-Saving Automation and Occupational Exposure: A Text-Similarity Measure," IZA Discussion Papers 14879, Institute of Labor Economics (IZA).
- Stefania Albanesi & Wabitsch Alena & António Dias da Silva & Juan F. Jimeno & Ana Lamo, 2024. "New Technologies and Jobs in Europe," Opportunity and Inclusive Growth Institute Working Papers 105, Federal Reserve Bank of Minneapolis.
- Rafael Novella & David Rosas-Shady & Alfredo Alvarado, 2023.
"Are we nearly there yet? New technology adoption and labor demand in Peru,"
Science and Public Policy, Oxford University Press, vol. 50(4), pages 565-578.
- Novella, Rafael & Rosas-Shady, David & Alvarado, Alfredo, 2019. "Are We Nearly There Yet?: New Technology Adoption and Labor Demand in Peru," IDB Publications (Working Papers) 9765, Inter-American Development Bank.
- Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024.
"The Employment Impact of Emerging Digital Technologies,"
CEPEO Working Paper Series
24-01, UCL Centre for Education Policy and Equalising Opportunities, revised Feb 2024.
- Ekaterina Prytkova & Fabien Petit & Deyu Li & Sugat Chaturvedi & Tommaso Ciarli, 2024. "The Employment Impact of Emerging Digital Technologies," CESifo Working Paper Series 10955, CESifo.
- Edward Felten & Manav Raj & Robert Seamans, 2021. "Occupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential uses," Strategic Management Journal, Wiley Blackwell, vol. 42(12), pages 2195-2217, December.
- Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org.
- Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
- Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
- Yue-Jun Zhang & Han Zhang & Rangan Gupta, 2023. "A new hybrid method with data-characteristic-driven analysis for artificial intelligence and robotics index return forecasting," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
- Ed Felten & Manav Raj & Robert Seamans, 2023. "How will Language Modelers like ChatGPT Affect Occupations and Industries?," Papers 2303.01157, arXiv.org, revised Mar 2023.
- Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024.
"Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production,"
Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
- Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2022. "Prediction Machines, Insurance, and Protection: An Alternative Perspective on AI's Role in Production," NBER Working Papers 30177, National Bureau of Economic Research, Inc.
- Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
- Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
- Casas, Pablo & Román, Concepción, 2023. "Early retired or automatized? Evidence from the survey of health, ageing and retirement in Europe," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
- Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
- Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan Francisco & Lamo, Ana & Wabitsch, Alena, 2023. "Reports of AI ending human labour may be greatly exaggerated," Research Bulletin, European Central Bank, vol. 113.
- Tania Babina & Anastassia Fedyk & Alex X. He & James Hodson, 2023. "Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
- Bunel, Simon & Bijnens, Gert & Botelho, Vasco & Falck, Elisabeth & Labhard, Vincent & Lamo, Ana & Röhe, Oke & Schroth, Joachim & Sellner, Richard & Strobel, Johannes & Anghel, Brindusa, 2024. "Digitalisation and productivity," Occasional Paper Series 339, European Central Bank.
- Xiang Hui & Oren Reshef & Luofeng Zhou, 2023. "The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market," CESifo Working Paper Series 10601, CESifo.