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Determinants of Automation Risk in the EU Labour Market: A Skills-Needs Approach

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  1. Ashraf Elsafty & Ahmed Elzeftawy, 2023. "Towards Effective Mitigation of the Digital Transformation and COVID-19 Risk on Unemployment in Mobile Operators in Egypt," International Journal of Business and Management, Canadian Center of Science and Education, vol. 17(2), pages 123-123, February.
  2. Belloc, Filippo & Burdin, Gabriel & Cattani, Luca & Ellis, William & Landini, Fabio, 2022. "Coevolution of job automation risk and workplace governance," Research Policy, Elsevier, vol. 51(3).
  3. Pietro Checcucci, 2019. "The Silver Innovation. Older workers characteristics and digitalisation of the economy," Working Papers 0040, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.
  4. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and the risk of substitution of women: Can gender equality in the institutional context reduce the risk?," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  5. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "May AI Revolution Be Labour-Friendly? Some Micro Evidence from the Supply Side," IZA Discussion Papers 14309, Institute of Labor Economics (IZA).
  6. Dario Guarascio & Alessandro Piccirillo & Jelena Reljic, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," LEM Papers Series 2024/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  7. Chrystalla Kapetaniou & Christopher A Pissarides, 2020. "Productive Robots and Industrial Employment: The role of national innovation systems," Discussion Papers 2023, Centre for Macroeconomics (CFM).
  8. Corrales‑Herrero, Helena & Rodriguez-Prado, Beatriz, 2022. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," MPRA Paper 123226, University Library of Munich, Germany, revised 06 Aug 2024.
  9. Pouliakas, Konstantinos & Santangelo, Giulia, 2025. "Are Artificial Intelligence (AI) Skills a Reward or a Gamble? Deconstructing the AI Wage Premium in Europe," IZA Discussion Papers 17607, Institute of Labor Economics (IZA).
  10. Ramos, Minerva E. & Garza-Rodríguez, Jorge & Gibaja-Romero, Damian E., 2022. "Automation of employment in the presence of industry 4.0: The case of Mexico," Technology in Society, Elsevier, vol. 68(C).
  11. Malo, Miguel & Cueto, Begoña, 2019. "Do old and new labour market risks overlap? Automation, offshorability, and non-standard employment," MPRA Paper 95058, University Library of Munich, Germany.
  12. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Working Papers del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  13. Brunello, Giorgio & Wruuck, Patricia, 2020. "Employer provided training in Europe: Determinants and obstacles," EIB Working Papers 2020/03, European Investment Bank (EIB).
  14. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the employment and skill impact of new technologies: A survey and some methodological issues," MERIT Working Papers 2019-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  15. Ashraf Elsafty & Ahmed Elzeftawy, 2021. "The New Era of Digital Transformation and COVID-19 Effect on The Employment in Mobile Operators in Egypt," Business and Management Studies, Redfame publishing, vol. 7(1), pages 74-99, March.
  16. Leonardo Gasparini & Irene Brambilla & Guillermo Falcone & Carlo Lombardo & Andrés César, 2021. "The Risk of Automation in Latin America," CEDLAS, Working Papers 0281, CEDLAS, Universidad Nacional de La Plata.
  17. Cinzia Alcidi & Sara Baiocco & Francesco Corti, 2021. "A Social Dimension for a New Industrial Strategy for Europe," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 56(3), pages 138-144, May.
  18. 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.
  19. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  20. Pierre-Jean Messe & Nathalie Greenan, 2023. "Knowledge transmission in the second part of careers: does formal training matter?," Post-Print hal-04404035, HAL.
  21. Pouliakas, Konstantinos & Branka, Jiri, 2020. "EU Jobs at Highest Risk of COVID-19 Social Distancing: Will the Pandemic Exacerbate Labour Market Divide?," IZA Discussion Papers 13281, Institute of Labor Economics (IZA).
  22. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2019. "Digitalization and the future of work: Macroeconomic consequences," ZEW Discussion Papers 19-024, ZEW - Leibniz Centre for European Economic Research.
  23. Pouliakas, Konstantinos & Wruuck, Patricia, 2022. "Corporate Training and Skill Gaps: Did COVID-19 Stem EU Convergence in Training Investments?," IZA Discussion Papers 15343, Institute of Labor Economics (IZA).
  24. 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).
  25. Christian Gunadi & Hanbyul Ryu, 2023. "How Do People Respond When They Know That Robots Will Take Their Jobs?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(5), pages 939-958, October.
  26. Helena Corrales-Herrero & Beatriz Rodríguez-Prado, 2024. "Mapping the Occupations of Recent Graduates. The Role of Academic Background in the Digital Era," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(8), pages 1853-1882, December.
  27. Pierre-Jean Messe & Nathalie Greenan, 2023. "Knowledge transmission in the second part of careers: does formal training matter?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 44(7), pages 1415-1436, April.
  28. Kapetaniou, Chrystalla & Pissarides, Christoforos Antoniou, 2023. "Productive robots and industrial employment: the role of national innovation systems," LSE Research Online Documents on Economics 121320, London School of Economics and Political Science, LSE Library.
  29. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  30. Jean-Philippe Deranty & Thomas Corbin, 2022. "Artificial Intelligence and work: a critical review of recent research from the social sciences," Papers 2204.00419, arXiv.org.
  31. Hanno Lorenz & Fabian Stephany & Jan Kluge, 2023. "The future of employment revisited: how model selection affects digitization risks," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(2), pages 323-350, May.
  32. Arntz, Melanie & Blesse, Sebastian & Doerrenberg, Philipp, 2022. "The end of work is near, isn't it? Survey evidence on automation angst," ZEW Discussion Papers 22-036, ZEW - Leibniz Centre for European Economic Research.
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