- Acemoglu, Daron (2021). Harms of AI. NBER Working Paper 29247. Acemoglu Daron, and David H. Autor (2011). ‘Skills, tasks and technologies: Implications for employment and earnings’. In: Handbook of Labor Economics 4(B), ed. by David Card and Orley Ashenfelter, pp 1043–1171. Elsevier.
Paper not yet in RePEc: Add citation now
Acemoglu, Daron, and Pascual Restrepo (2019). ‘Automation and New Tasks: How Technology Displaces and Reinstates Labor’. Journal of Economic Perspectives 33(2), pp. 3–30. https://doi.org/10.1257/jep.33.2.3 Acemoglu, Daron, and Pascual Restrepo (2020). ‘Robots and Jobs: Evidence from US Labor Markets’. Journal of Political Economy 128(6), pp. 2188–2244. https://doi.org/10.1086/705716 Acemoglu, Daron, and Pascual Restrepo (2022). ‘Demographics and automation’. Review of Economic Studies, 89(1), pp. 1–44. https://doi.org/10.1093/restud/rdab031 Aghion, Philippe, Céline Antonin, Xavier Jaravel, and Simon Bunel (2020). What are the labor and product market effects of automation? new evidence from France. CEPR discussion paper DP14443.
Acemoglu, Daron, Claire Lelarge, and Pascual Restrepo (2020). ‘Competing with Robots: Firm-Level Evidence from France’. AEA Papers and Proceedings 110, pp. 383–388. https://doi.org/10.1257/pandp.20201003 Acemoglu, Daron, and Pascual Restrepo (2018a). ‘The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment’. American Economic Review 108(6), pp. 1488–1542. https://doi.org/10.1257/aer.20160696 Acemoglu, Daron, and Pascual Restrepo (2018b). Artificial Intelligence, Automation and Work. NBER Working Paper 24196.
Agrawal, Ajay, Joshua S. Gans, and Avi Goldfarb (2019). ‘Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction’. Journal of Economic Perspectives 33(2), pp. 31–50. https://doi.org/10.1257/jep.33.2.31 Aksoy, Cevat Giray, Berkay Özcan, and Julia Philipp (2021). ‘Robots and the gender pay gap in Europe. European Economic Review 134, 103693. https://doi.org/10.1016/j.euroecorev.2021.103693 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.
- Atkinson, Anthony B., and Joseph E. Stiglitz (1969). ‘A New View of Technological Change’. Economic Journal 79(315), pp. 573–578. https://doi.org/10.2307/2230384 Autor, David H., and David Dorn (2013). ‘The growth of low-skill service jobs and the polarization of the US labour market’. American Economic Review 103(5), pp. 1553–1597. https://doi.org/10.1257/aer.103.5.1553 Barbieri, Laura, Chiara Mussida, Mariacristina Piva, and Marco Vivarelli (2020). ‘Testing the Employment and Skill Impact of New Technologies’. In: Handbook of Labor, Human Resources and Population Economics, ed. by Klaus F.
Paper not yet in RePEc: Add citation now
Barth, Erling, Marianne Røed, Pål Schøne, and Janis Umblijs (2020). How robots change within-firm wage inequality. IZA Discussion Paper No. 13605.
Benmelech, Efraim, and Michal Zator (2022). Robots and Firm Investment. NBER Working Paper 29676.
- 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
- Dinlersoz, Emin, and Zoltan Wolf (2018). Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing. Working Papers 18-39, Center for Economic Studies, U.S. Census Bureau.
Paper not yet in RePEc: Add citation now
Dosi, Giovanni (1988). ‘Sources, Procedures, and Microeconomic Effects of Innovation’. Journal of Economic Literature 26(3), pp. 1120–1171.
- Dosi, Giovanni (2023). The Foundations of Complex Evolving Economies. Part One: Innovation, Organization, and Industrial Dynamics. Oxford University Press.
Paper not yet in RePEc: Add citation now
Dosi, Giovanni, and Pierre Mohnen (2019). ‘Innovation and employment: an introduction’. Industrial and Corporate Change 28(1), pp. 45–49. https://doi.org/10.1093/icc/dty064 Dosi, Giovanni, Daniele Moschella, Emanuele Pugliese, and Federico Tamagni (2015). ‘Productivity, market selection, and corporate growth: comparative evidence across US and Europe’. Small Business Economics 45, pp. 643–672.
- Dosi, Giovanni, and Richard R. Nelson (2010). ‘Technical change and industrial dynamics as evolutionary processes’. In: Handbook of the Economics of Innovation, vol. 1, ed. by Bronwyn H. Hall and Nathan Rosenberg, ch. 3, pp. 51– 127. North Holland.
Paper not yet in RePEc: Add citation now
Dottori, Davide (2021). ‘Robots and employment: evidence from Italy’. Economia Politica, 38, pp. 739–795. https://doi.org/10.1007/s40888-021-00223-x Dughera, Stefano, Francesco Quatraro, Andrea Ricci, and Claudia Vittori (2023). ‘Technological externalities and wages: new evidence from Italian provinces’. Industrial and Corporate Change, forthcoming.
- Edquist, Charles, Leif Hommen, and Maureen McKelvey (2001). Innovation and Employment: Product Versus Process Innovation. Edward Elgar Publishing.
Paper not yet in RePEc: Add citation now
- El-Hamma, Imad, Nathalie Greenan, and Silvia Napolitano (2023). ‘Digital technologies, learning capacity of the organization and innovation: EU-wide empirical evidence from a combined dataset’. Industrial and Corporate Change, forthcoming.
Paper not yet in RePEc: Add citation now
- Feldmann, Horst (2013). ‘Technological unemployment in industrial countries’. Journal of Evolutionary Economics 23, pp. 1099–1126. https://doi.org/10.1007/s00191-013-0308-6 Fernandez-Macias, Enrique, David Klenert, and José-Ignacio Anton (2021). ‘Not so disruptive yet? Characteristics, distribution and determinants of robots in Europe’. Structural Change and Economic Dynamics 58, pp. 76–89. https://doi.org/10.1016/j.strueco.2021.03.010 Freeman, Christopher, John Clark, and Luc Soete (1982). Unemployment and technical innovation. Pinter.
Paper not yet in RePEc: Add citation now
- Freeman, Christopher, and Luc Soete (1987). Technical change and full employment. Basil Blackwell.
Paper not yet in RePEc: Add citation now
- Freeman, Christopher, and Luc Soete (1994). Work for All or Mass Unemployment? Computerised Technical Change into the Twenty-first Century. Pinter.
Paper not yet in RePEc: Add citation now
- https://doi.org/10.1177/0143831X211068891 Koch, Michael, Ilya Manuylov, and Marcel Smolka (2021). ‘Robots and firms’. Economic Journal 131(638), pp. 2553– 2584. https://doi.org/10.1093/ej/ueab009 Krzywdzinski, Martin (2021). ‘Automation, digitalization, and changes in occupational structures in the automobile industry in Germany, Japan, and the United States: a brief history from the early 1990s until 2018’. Industrial and Corporate Change 30(3), pp. 499–535. https://doi.org/10.1093/icc/dtab019 Lachenmaier, Stefan, and Horst Rottmann (2011). ‘Effects of innovation on employment: A dynamic panel analysis’.
Paper not yet in RePEc: Add citation now
- Humlum, Anders (2021). Robot Adoption and Labor Market Dynamics. Mimeo.
Paper not yet in RePEc: Add citation now
International Journal of Industrial Organization 29(2), pp. 210–220. https://doi.org/10.1016/j.ijindorg.2010.05.004 Lim, Jisun, and Keun Lee (2019). ‘Employment effect of innovation under different market structures: Findings from Korean manufacturing firms’. Technological Forecasting and Social Change 146, pp. 606–615. https://doi.org/10.1016/j.techfore.2018.04.022 Martins-Neto, Antonio, Xavier Cirera, and Alex Coad (2023). ‘Routine-biased technological change and employee outcomes after mass layoffs: evidence from Brazil’. Industrial and Corporate Change, forthcoming.
- Journal of Economics 86(1), pp. 65–83. https://doi.org/10.1007/s00712-005-0140-z Raj, Manav, and Robert Seamans (2018). ‘Artificial intelligence, labor, productivity, and the need for firm-level data’. In: The economics of artificial intelligence: An agenda, ed. by Ajay Agrawal, Joshua Gans, and Avi Goldfarb, pp. 553–565. University of Chicago Press.
Paper not yet in RePEc: Add citation now
Jovanovic, Boyan (1982). ‘Selection and the Evolution of Industry’. Econometrica 50(3), pp. 649–670.
- Katsoulacos, Ioannis (1986). The Employment Effect of Technical Change. Wheatsheaf.
Paper not yet in RePEc: Add citation now
- Klenert, David, Enrique Fernandez-Macias, and José-Ignacio Antón (2020). ‘Do robots really destroy jobs? Evidence from Europe’. Economic and Industrial Democracy 44(1), pp. 280–316.
Paper not yet in RePEc: Add citation now
- Marx, Karl (1961). Capital, first ed. 1867. Foreign Languages Publishing House.
Paper not yet in RePEc: Add citation now
- Marx, Karl (1969). Theories of Surplus Value, first ed. 1905-10. Lawrence & Wishart.
Paper not yet in RePEc: Add citation now
- Marzucchi. Vita e Pensiero, febbraio 2022 (ISBN digital edition [PDF]: 978-88-343-5146-8) 27. The North-South divide: sources of divergence, policies for convergence. L. Fanti, M.C. Pereira, M.E. Virgillito. Vita e Pensiero, maggio 2022 (ISBN digital edition [PDF]: 978-88-343-3524-4) 28. The empirics of technology, employment and occupations: lessons learned and challenges ahead. F.
Paper not yet in RePEc: Add citation now
Mokyr, Joel (2001). ‘The rise and fall of the factory system: technology, firms, and households since the industrial revolution’. In: Carnegie-Rochester Conference Series on Public Policy 55(1), pp. 1–45. North-Holland.
- Montobbio, Fabio, Jacopo Staccioli, Maria Enrica Virgillito, and Marco Vivarelli (2022). ‘Robots and the origin of their labour-saving impact’. Technological Forecasting and Social Change 174, 121122. https://doi.org/10.1016/j.techfore.2021.121122 Montobbio, Fabio, Jacopo Staccioli, Maria Enrica Virgillito, and Marco Vivarelli (2023). ‘Labour-saving automation: a direct measure of occupational exposure’. World Economy, forthcoming.
Paper not yet in RePEc: Add citation now
Nelson, Richard R., and Sidney G. Winter (1977). ‘In search of a useful theory of innovation’. Research Policy 6(1), pp. 36–76.
Nelson, Richard R., and Sidney G. Winter (1982). ‘The Schumpeterian Tradeoff Revisited’. American Economic Review 72(1), pp. 114–132.
- Pavitt, Keith (1987). ‘The objectives of technology policy’. Science and Public Policy 14(4), pp. 182–188. https://doi.org/10.1093/spp/14.4.182 Pavlenkova, Ilona, Luca Alfieri, and Jaan Masso (2023). ‘Effects of Automation on the Gender Pay Gap: the case of Estonia’. Industrial and Corporate Change, forthcoming.
Paper not yet in RePEc: Add citation now
Pellegrino, Gabriele, Mariacristina Piva, and Marco Vivarelli (2019). ‘Beyond R&D: the role of embodied technological change in affecting employment’. Journal of Evolutionary Economics 29, pp. 1151–1171. https://doi.org/10.1007/s00191-019-00635-w Perez, Carlota (1983). ‘Structural change and assimilation of new technologies in the economic and social systems’. Futures 15(5), pp. 357–375.
- Petit, Pascal (1995). ‘Employment and Technological Change’. In: Handbook of the Economics of Innovation and Technological Change, ed. by Paul Stoneman, pp. 366–408. North Holland.
Paper not yet in RePEc: Add citation now
- Pianta, Mario (2005). ‘Innovation and Employment’. In: The Oxford Handbook of Innovation, ed. by Jan Fagerberg, David C. Mowery, and Richard R. Nelson, ch. 21, pp. 568–598. Oxford University Press.
Paper not yet in RePEc: Add citation now
Piva, Mariacristina, and Marco Vivarelli (2004). ‘The Determinants of the Skill Bias in Italy: R&D, Organisation or Globalisation?’ Economics of Innovation and New Technology 13(4), pp. 329–347. https://doi.org/10.1080/10438590410001629025 Piva, Mariacristina, and Marco Vivarelli (2005). ‘Innovation and Employment: Evidence from Italian Microdata’.
- Ricardo, David (1951). ‘Principles of Political Economy’. In: The Works and Correspondence of David Ricardo, ed. by Piero Sraffa, vol. 1, third ed. 1821. Cambridge University Press.
Paper not yet in RePEc: Add citation now
Rughi, Tommaso, Jacopo Staccioli, and Maria Enrica Virgillito (2023). Climate change and labour-saving technologies: the twin transition via patent texts. LEM Working Papers series n. 11/2023 Santarelli, Enrico, Jacopo Staccioli, and Marco Vivarelli (2022). ‘Automation and Related Technologies: A Mapping of the New Knowledge Base’. Journal of Technology Transfer 48, pp. 779–813. https://doi.org/10.1007/s10961-02109914 -w Say, Jean-Baptiste (1964). A Treatise on Political Economy or the Production, Distribution and Consumption of Wealth, first ed. 1803. M. Kelley.
- Simonetti, Roberto, Karl Taylor, and Marco Vivarelli (2000). ‘Modelling the employment impact of innovation’. In: The Employment Impact of Innovation. Ed. by Mario Pianta and Marco Vivarelli, ch. 3, pp. 26–43. Routledge.
Paper not yet in RePEc: Add citation now
Squicciarini, Mariagrazia, and Jacopo Staccioli (2022). Labour-saving technologies and employment levels: are robots really making workers redundant? OECD Science, Technology and Industry Policy Paper n. 124.
- Staccioli, Jacopo, and Maria Enrica Virgillito (2021a). ‘Back to the past: the historical roots of labor-saving automation’. Eurasian Business Review 11, pp. 27–57. https://doi.org/10.1007/s40821-020-00179-1 Staccioli, Jacopo, and Maria Enrica Virgillito (2021b). ‘The present, past, and future of labor-saving technologies’. In: Handbook of Labor, Human Resources and Population Economics. Ed. by Klaus F. Zimmermann. Springer. https://doi.org/10.1007/978-3-319-57365-6_229-1 UNIDO (2013). Industrial Development Report 2013: Sustaining Employment Growth: The Role of Manufacturing and Structural Change. United Nations Industrial Development Organization.
Paper not yet in RePEc: Add citation now
Staccioli, M.E. Virgillito, M. Vivarelli. Vita e Pensiero, novembre 2021 (ISBN digital edition [PDF]: 97888 -343-5089-8) 22. Climate reputation risk and abnormal returns in the stock markets: a focus on large emitters. G. Guastella, M. Mazzarano, S. Pareglio, A. Xepapadeas. Vita e Pensiero, novembre 2021 (ISBN digital edition [PDF]: 978-88-343-5092-8) 23. Carbon Boards and Transition Risk: Explicit and Implicit exposure implications for Total Stock Returns and Dividend Payouts. M. Mazzarano, G. Guastella, S. Pareglio, A. Xepapadeas. Vita e Pensiero, novembre 2021 (ISBN digital edition [PDF]: 978-88-343-5093-5) 24. Innovation and employment: a short update. M. Vivarelli. Vita e Pensiero, gennaio 2022 (ISBN digital edition [PDF]: 978-88-343-5113-0) 25. AI technologies and employment. Micro evidence from the supply side. G. Damioli, V. Van Roy, D.
Van Roy, Vincent, Dániel Vértesy, and Marco Vivarelli (2018). ‘Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms’. Research Policy 47(9), pp. 1762–1776. https://doi.org/10.1016/j.respol.2018.06.008 Vivarelli, Marco (1995). The economics of technology and employment: Theory and empirical evidence. Elgar.
Vivarelli, Marco (2013). ‘Technology, Employment and Skills: An Interpretative Framework’, Eurasian Business Review 3, p. 66–89. https://doi.org/10.14208/BF03353818 Vivarelli, Marco (2014). ‘Innovation, employment, and skills in advanced and developing countries: A survey of economic literature’. Journal of Economic Issues 48(1), pp. 123–154. https://doi.org/10.2753/JEI0021-3624480106 Vivarelli, Marco (2015). Innovation and employment. IZA World of Labor. https://wol.iza.org/articles/innovation-andemployment Vivarelli, Marco, and Mario Pianta (2000). The Employment Impact of Innovation: evidence and policy, ch. 3, pp. 26– 43. Routledge.
- Von Tunzelmann, G. N. (1995a). Technology and Industrial Progress. The Foundations of Economic Growth. Edward Elgar: Aldershot, UK.
Paper not yet in RePEc: Add citation now
- Von Tunzelmann, G. N. (1995b). ‘Time-saving technical change: the cotton industry in the English Industrial Revolution’. Explorations in Economic History 32(1), pp. 1–27.
Paper not yet in RePEc: Add citation now
Zhou, Haibo, Ronald Dekker, and Alfred Kleinknecht (2011). ‘Flexible labor and innovation performance: evidence from longitudinal firm-level data’. Industrial and Corporate Change 20(3), pp. 941–968. https://doi.org/10.1093/icc/dtr013 Quaderni del Dipartimento di Politica Economica 1. Innovation, jobs, skills and tasks: a multifaceted relationship. M. Piva, M. Vivarelli. Vita e Pensiero, maggio 2018 (ISBN 978-88-343-3654-0) 2. A bridge over troubled water: Interdisciplinarity, Novelty, and Impact. M. Fontana, M. Iori, F.
Zimmermann. Springer. https://doi.org/10.1007/978-3-319-57365-6_1-1 Barbieri, Laura, Mariacristina Piva, and Marco Vivarelli (2019). ‘R&D, embodied technological change, and employment: evidence from Italian microdata’. Industrial and Corporate Change 28(1), pp. 203–218. https://doi.org/10.1093/icc/dty001 Bartelsman, Eric J., and Mark Doms (2000). ‘Understanding productivity: Lessons from longitudinal microdata’. Journal of Economic Literature, 38(3), 569–594.