- Acemoglu, Daron and David H. Autor (2011). âSkills, Tasks and Technologies: Implications for Employment and Earningsâ. In: Handbook of Labor Economics. Ed.
Paper not yet in RePEc: Add citation now
Acemoglu, Daron and Pascual Restrepo (2018). âThe Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employmentâ.
Acemoglu, Daron and Pascual Restrepo (2019). âAutomation and New Tasks: How Technology Displaces and Reinstates Laborâ. Journal of Economic Perspectives 33(2), pp. 3â30. DOI: 10.1257/jep.33.2.3. Acemoglu, Daron and Pascual Restrepo (2020a). âRobots and Jobs: Evidence from US Labor Marketsâ. Journal of Political Economy 128(6), pp. 2188â2244. DOI: 10. 1086/705716.
- Acemoglu, Daron and Pascual Restrepo (2020b). âThe wrong kind of AI? Artificial intelligence and the future of labour demandâ. Cambridge Journal of Regions, Economy and Society 13(1), pp. 25â35. DOI: 10.1093/cjres/rsz022.
Paper not yet in RePEc: Add citation now
- Acemoglu, Daron, Claire Lelarge and Pascual Restrepo (2020b). âCompeting with robots: Firm-level evidence from franceâ. In: AEA Papers and Proceedings. Vol. 110, pp. 383â88.
Paper not yet in RePEc: Add citation now
- Acemoglu, Daron, David H. Autor, Jonathon Hazell and Pascual Restrepo (2020a). AI and jobs: Evidence from online vacancies. NBER Working Paper 28257. DOI: 10. 3386/w28257.
Paper not yet in RePEc: Add citation now
- Aggarwal, Charu C. (2018). Machine Learning for Text. Springer.
Paper not yet in RePEc: Add citation now
- Arntz, Melanie, Terry Gregory and Ulrich Zierahn (2016). The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis. OECD Social, Employment and Migration Working Papers No. 189, OECD Publishing, Paris. DOI: 10.1787/ 5jlz9h56dvq7-en.
Paper not yet in RePEc: Add citation now
- âTechnology vs. workers: the case of Italyâs Industry 4.0 factoriesâ. Structural Change and Economic Dynamics 56, pp. 166â183. DOI: 10.1016/j.strueco.2020. 09.007.
Paper not yet in RePEc: Add citation now
- âThreats and opportunities in the digital era: Automation spikes and employment dynamicsâ. Research Policy. In press. DOI: 10.1016/j.respol.2020.104137.
Paper not yet in RePEc: Add citation now
- Autor, David, Anna Salomons and Bryan Seegmiller (2020). New Frontiers: The Origins and Content of New Work, 1940â2018. Tech. rep. MIT Mimeo.
Paper not yet in RePEc: Add citation now
- Barbieri, Laura, Mariacristina Piva and Marco Vivarelli (2018). âR&D, embodied technological change, and employment: evidence from Italian microdataâ. Industrial and Corporate Change 28(1), pp. 203â218. DOI: 10.1093/icc/dty001.
Paper not yet in RePEc: Add citation now
- Brynjolfsson, Erik and Andrew McAfee (2012). Race Against the Machine: How the Digital Revolution is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy. Digital Frontier Press.
Paper not yet in RePEc: Add citation now
- Brynjolfsson, Erik and Andrew McAfee (2014). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies. W. W. Norton & Company.
Paper not yet in RePEc: Add citation now
- Brynjolfsson, Erik, Tom Mitchell and Daniel Rock (2018). âWhat can machines learn, and what does it mean for occupations and the economy?â In: AEA Papers and Proceedings. Vol. 108, pp. 43â47. DOI: 10.1257/pandp.20181019.
Paper not yet in RePEc: Add citation now
- Calvino, Flavio and M. Enrica Virgillito (2018). âThe innovation employment nexus: A critical survey of theory and empiricsâ. Journal of Economic Surveys 32(1), pp. 83â117. DOI: 10.1111/joes.12190.
Paper not yet in RePEc: Add citation now
Cetrulo, Armanda and Alessandro Nuvolari (2019). âIndustry 4.0: revolution or hype? Reassessing recent technological trends and their impact on labourâ.
- Chiacchio, Francesco, Georgios Petropoulos and David Pichler (2018). âThe impact of industrial robots on EU employment and wages: A local labour market approach â. Bruegel Working Paper, No. 2018/02. URL: https://www.econstor.eu/ handle/10419/207001.
Paper not yet in RePEc: Add citation now
- Cirillo, Valeria, Matteo Rinaldini, Jacopo Staccioli and M. Enrica Virgillito (2021).
Paper not yet in RePEc: Add citation now
- Clark, John, Christopher Freeman and Luc Soete (1981). âLong waves and technological developments in the 20th centuryâ. Konjunktur, Krise, Gesellschaft 25(2), pp. 132â169.
Paper not yet in RePEc: Add citation now
- Dauth, Wolfgang, Sebastian Findeisen, Jens Südekum and Nicole Woessner (2017). âGerman Robots â The Impact of Industrial Robots on Workersâ. CEPR Discussion Paper No. DP12306, Available at SSRN. URL: https://ssrn.com/abstract= 3039031.
Paper not yet in RePEc: Add citation now
- Domini, Giacomo, Marco Grazzi, Daniele Moschella and Tania Treibich (2020).
Paper not yet in RePEc: Add citation now
Dosi, Giovanni and Maria Enrica Virgillito (2019). âWhither the evolution of the contemporary social fabric? New technologies and old socio-economic trendsâ.
- Dosi, Giovanni and Pierre Mohnen (2019). âInnovation and employment: an introduction â. Industrial and Corporate Change 28(1), pp. 45â49. DOI: 10.1093/icc/ dty064.
Paper not yet in RePEc: Add citation now
- Dosi, Giovanni, Mariacristina Piva, Maria Enrica Virgillito and Marco Vivarelli (2021). âEmbodied and Disembodied Technological Change: The Sectoral Patterns of Job-Creation and Job-Destructionâ. Research Policy 50(4), p. 104199. DOI: 10.1016/j.respol.2021.104199.
Paper not yet in RePEc: Add citation now
- Felten, Edward W, Manav Raj and Robert Seamans (2018). âA method to link advances in artificial intelligence to occupational abilitiesâ. In: AEA Papers and Proceedings.
Paper not yet in RePEc: Add citation now
- Felten, Edward, Manav Raj and Robert Seamans (2021). âOccupational, industry, and geographic exposure to artificial intelligence: A novel dataset and its potential usesâ. Strategic Management Journal [forthcoming]. DOI: 10.1002/smj.3286.
Paper not yet in RePEc: Add citation now
- Ford, Martin (2015). The Rise of the Robots. Technology and the Threat of Mass Unemployment. Basic Books.
Paper not yet in RePEc: Add citation now
- Freeman, Christopher and Luc Soete (1987). Technical change and full employment. B. Blackwell.
Paper not yet in RePEc: Add citation now
- Frey, Carl Benedikt and Michael A. Osborne (2017). âThe future of employment: How susceptible are jobs to computerisation?â Technological Forecasting and Social Change 114, pp. 254â280. DOI: 10.1016/j.techfore.2016.08.019.
Paper not yet in RePEc: Add citation now
- Graetz, Georg and Guy Michaels (2018). âRobots at Workâ. Review of Economics and Statistics 100(5), pp. 753â768. DOI: 10.1162/rest_a_00754.
Paper not yet in RePEc: Add citation now
- Handel, Michael J (2016). âThe O* NET content model: strengths and limitationsâ.
Paper not yet in RePEc: Add citation now
- Kelly, Bryan, Dimitris Papanikolaou, Amit Seru and Matt Taddy (2018). Measuring technological innovation over the long run. Tech. rep. National Bureau of Economic Research.
Paper not yet in RePEc: Add citation now
- Koch, Michael, Ilya Manuylov and Marcel Smolka (2021). âRobots and firmsâ. The Economic Journal 131(638), pp. 2553â2584.
Paper not yet in RePEc: Add citation now
- Kogan, Leonid, Dimitris Papanikolaou, Lawrence D.W. Schmidt and Bryan Seegmiller (2021). Technology-Skill Complementarity and Labor Displacement: Evidence from Linking Two Centuries of Patents with Occupations. Mimeo. URL: https://www.
Paper not yet in RePEc: Add citation now
- Krzywdzinski, Martin (2020). Automation, Digitalization, and Changes in Occupational Structures in the Automobile Industry in Germany, the United States, and Japan: A Brief History from the Early 1990s Until 2018. (Weizenbaum Series #10) Berlin: Weizenbaum Institute for the Networked Society â The German Internet Institute. DOI: 10.34669/wi.ws/10.
Paper not yet in RePEc: Add citation now
- Meindl, Benjamin, Morgan R Frank and Joana Mendonça (2021). âExposure of occupations to technologies of the fourth industrial revolutionâ. arXiv preprint arXiv:2110.13317.
Paper not yet in RePEc: Add citation now
- Mondolo, Jasmine (2021). âThe composite link between technological change and employment: A survey of the literatureâ. Journal of Economic Surveys. [forthcoming ]. DOI: 10.1111/joes.12469.
Paper not yet in RePEc: Add citation now
- Montobbio, Fabio, Jacopo Staccioli, Maria Enrica Virgillito and Marco Vivarelli (2022). âRobots and the origin of their labour-saving impactâ. Technological Forecasting and Social Change 174, 121122. DOI: 10.1016/j.techfore.2021.121122.
Paper not yet in RePEc: Add citation now
Nedelkoska, Ljubica and Glenda Quintini (2018). Automation, skills use and training.
- Pellegrino, Gabriele, Mariacristina Piva and Marco Vivarelli (2019). âBeyond R&D: the role of embodied technological change in affecting employmentâ. Journal of Evolutionary Economics 29(4), pp. 1151â1171. DOI: 10.1007/s00191-019-00635-w.
Paper not yet in RePEc: Add citation now
- Piva, Mariacristina and Marco Vivarelli (2018). âTechnological change and employment: is Europe ready for the challenge?â Eurasian Business Review 8(1), pp. 13â 32. DOI: 10.1007/s40821-017-0100-x.
Paper not yet in RePEc: Add citation now
- Santarelli, Enrico, Jacopo Staccioli and Marco Vivarelli (2021). âRobots, AI, and Related Technologies: A Mapping of the New Knowledge Baseâ. LEM Working Paper Series n. 01/2021. URL: http://www.lem.sssup.it/WPLem/2021-01.html.
Paper not yet in RePEc: Add citation now
- Simonetti, Roberto, Karl Taylor and Marco Vivarelli (2000). âModelling the employment impact of innovationâ. In: The Employment Impact of Innovation. Ed. by Mario Pianta and Marco Vivarelli. Routledge. Chap. 3, pp. 26â43.
Paper not yet in RePEc: Add citation now
- Staccioli, Jacopo and Maria Enrica Virgillito (2021). âBack to the past: the historical roots of labor-saving automationâ. Eurasian Business Review 11(1), pp. 27â57.
Paper not yet in RePEc: Add citation now
- Van Roy, Vincent, Dániel Vértesy and Marco Vivarelli (2018). âTechnology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firmsâ. Research Policy 47(9), pp. 1762â1776. DOI: 10.1016/ j.respol.2018.06.008.
Paper not yet in RePEc: Add citation now
- Vivarelli, Marco (1995). The Economics of Technology and Employment: Theory and Empirical Evidence. Edward Elgar Pub.
Paper not yet in RePEc: Add citation now
- Vivarelli, Marco (2015). âInnovation and employmentâ. IZA World of Labor. URL: https://wol.iza.org/articles/innovation-and-employment/long.
Paper not yet in RePEc: Add citation now
- Webb, Michael (2020). âThe Impact of Artificial Intelligence on the Labor Marketâ. Available at SSRN. URL: https://ssrn.com/abstract=3482150.
Paper not yet in RePEc: Add citation now