IDEAS home Printed from https://ideas.repec.org/r/ssa/lemwps/2019-22.html

Threats and opportunities in the digital era: automation spikes and employment dynamics

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Herbert Dawid & Michael Neugart, 2023. "Effects of technological change and automation on industry structure and (wage-)inequality: insights from a dynamic task-based model," Journal of Evolutionary Economics, Springer, vol. 33(1), pages 35-63, January.
  2. repec:ces:ceswps:_10987 is not listed on IDEAS
  3. Lee Changkeun & Kim Olivia Hye, 2023. "Unions and Automation Risk: Who Bears the Cost of Automation?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 23(3), pages 843-851, July.
  4. Guendalina Anzolin, 2021. "Automation and its Employment Effects: A Literature Review of Automotive and Garment Sectors," JRC Working Papers on Labour, Education and Technology 2021-16, Joint Research Centre.
  5. Benmelech, Efraim & Zator, Michał, 2025. "Robots and firm investment," Journal of Financial Economics, Elsevier, vol. 174(C).
  6. Aurelija Burinskienė & Milena Seržantė, 2022. "Digitalisation as the Indicator of the Evidence of Sustainability in the European Union," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
  7. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2022. "Modern manufacturing capital, labor demand, and product market dynamics: Evidence from France," Sciences Po Economics Publications (main) hal-03943312, HAL.
  8. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  9. Davide Antonioli & Alberto Marzucchi & Francesco Rentocchini & Simone Vannuccini, 2022. "Robot Adoption and Innovation Activities (last revised: December 2023)," Munich Papers in Political Economy 21, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
  10. Diebold, Céline, 2025. "Using Google search data to examine factory automation and its effect on employment," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1301-1328.
  11. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2022. "For whom the bell tolls: The firm-level effects of automation on wage and gender inequality," Research Policy, Elsevier, vol. 51(7).
  12. Parteka, Aleksandra & Zarach, Zuzanna Helena & Kordalska, Aleksandra, 2025. "Technological content of export diversification—Evolution along the economic growth process," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 14-27.
  13. Karine Torosyan & Sicheng Wang & Elizabeth A Mack & Jenna A Van Fossen & Nathan Baker, 2023. "Assessing the impact of technological change on similar occupations: Implications for employment alternatives," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-27, September.
  14. Luca Fontanelli & Flavio Calvino & Chiara Criscuolo & Lionel Nesta & Elena Verdolini, 2024. "The role of human capital for AI adoption: Evidence from French firms," Post-Print hal-05029748, HAL.
  15. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
  16. Bernardo Caldarola & Luca Fontanelli, 2024. "Scaling up to the cloud: Cloud technology use and growth rates in small and large firms," Papers 2409.17035, arXiv.org, revised May 2026.
  17. Cilekoglu, Akin A. & Moreno, Rosina & Ramos, Raul, 2024. "The impact of robot adoption on global sourcing," Research Policy, Elsevier, vol. 53(3).
  18. Laudien, Sven M. & Reuter, Ute & Sendra Garcia, Francisco Javier & Botella-Carrubi, Dolores, 2024. "Digital advancement and its effect on business model design: Qualitative-empirical insights," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  19. José‐Ignacio Antón & Enrique Fernández‐Macías & Rudolf Winter‐Ebmer, 2023. "Does robotization affect job quality? Evidence from European regional labor markets," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 62(3), pages 233-256, July.
  20. Simone d’alessandro & Tiziano Distefano & Guilherme Spinato Morlin & Davide Villani, 2023. "Policy Responses to Labour-Saving Technologies: Basic Income, Job Guarantee, and Working Time Reduction," JRC Working Papers on Social Classes in the Digital Age 2023-09, Joint Research Centre.
  21. Philippe Aghion & Simon Bunel & Xavier Jaravel & Thomas Mikaelsen & Alexandra Roulet & Jakob Søgaard, 2025. "How Different Uses of AI Shape Labor Demand: Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 115, pages 62-67, May.
  22. D’Alessandro, Simone & Distefano, Tiziano & Spinato Morlin, Guilherme & Villani, Davide, 2025. "Exploring policy responses to labour-saving technologies: An assessment of basic income, job guarantee, and working time reduction," Journal of Policy Modeling, Elsevier, vol. 47(1), pages 49-63.
  23. Dosi, G. & Pereira, M.C. & Roventini, A. & Virgillito, M.E., 2022. "Technological paradigms, labour creation and destruction in a multi-sector agent-based model," Research Policy, Elsevier, vol. 51(10).
  24. Chun, Hyunbae & Shin, Donghan, 2025. "Beyond automation: The multifaceted impact of advanced digital technologies on employment dynamics," Research Policy, Elsevier, vol. 54(10).
  25. Antonio Martins-Neto & Xavier Cirera & Alex Coad, 2024. "Routine-biased technological change and employee outcomes after mass layoffs: evidence from Brazil," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 555-583.
  26. Franco, Chiara & Suppressa, Francesco, 2025. "Robot, trade and employment: Unravelling the relationship within the European context," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 407-422.
  27. Marydas, Sneha & Mathew, Nanditha & De Marzo, Giordano & Pietrobelli, Carlo, 2025. "Digital Technologies, Hiring, Training, and Firm Outcomes," MERIT Working Papers 2025-004, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  28. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2025. "Human after all: Occupations at the core of AI adoption," Labour Economics, Elsevier, vol. 95(C).
  29. Osama D. Sweidan, 2025. "The Effect of Information Technology on the Unemployment Rate: Evidence From the United States Economy," SAGE Open, , vol. 15(4), pages 21582440251, October.
  30. Florencia Jaccoud & Fabien Petit & Tommaso Ciarli & Maria Savona, 2024. "Automation and Employment over the Technology Life Cycle: Evidence from European Regions," CEPEO Working Paper Series 24-02, UCL Centre for Education Policy and Equalising Opportunities, revised Feb 2024.
  31. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," LEM Papers Series 2020/37, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  32. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
  33. Afef Bouattour & Maha Kalai & Kamel Helali, 2024. "Threshold effects of technology import on industrial employment: a panel smooth transition regression approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-33, December.
  34. S nziana-Maria Rindasu & Liliana Ionescu-Feleaga & Bogdan-Stefan onescu & Ioan Dan Topor, 2023. "Digitalisation and Skills Adequacy as Determinants of Innovation for Sustainable Development in EU Countries: A PLS-SEM Approach," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(S17), pages 968-968, November.
  35. Flavio Calvino & Luca Fontanelli, 2026. "Decoding AI: an early look at how French firms use AI," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 16(1), pages 51-93, March.
  36. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
  37. Michael Otto & Martin Abraham, 2025. "Robotisation and Workforce Dynamics: Analysing Employment and Wage Effects within Manufacturing Establishments," Work, Employment & Society, British Sociological Association, vol. 39(6), pages 1486-1512, December.
  38. Fierro, Luca Eduardo & Caiani, Alessandro & Russo, Alberto, 2022. "Automation, Job Polarisation, and Structural Change," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 499-535.
  39. Yang, Yi & Shen, Liyin & Sang, Meiyue & Ding, Xinyi, 2025. "The impact of digitalization on urban sustainable development – An economic perspective," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
  40. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
  41. Yuan, Bo & Sun, Pengbo, 2024. "Does the high-tech foreign investment spark robot adoption in the developing world? Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 302-314.
  42. Antón, José-Ignacio & Fernández-Macías, Enrique & Winter-Ebmer, Rudolf, 2020. "Does Robotization Affect Job Quality? Evidence from European Regional Labour Markets," IZA Discussion Papers 13975, IZA Network @ LISER.
  43. Zuzanna Helena Zarach & Aleksandra Parteka, 2023. "Productivity effects of trade in natural resources—comparison with mechanisms of technological specialisation," The World Economy, Wiley Blackwell, vol. 46(9), pages 2684-2706, September.
  44. Julian Tiedtke, 2025. "Automation, Firm Size and Skill Groups," LEM Papers Series 2025/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  45. Borsato, Andrea & Lorentz, André, 2023. "The Kaldor–Verdoorn law at the age of robots and AI," Research Policy, Elsevier, vol. 52(10).
  46. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
  47. Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2021. "Digitalizing Firms: Skills, Work Organization and the Adoption of New Enabling Technologies," LEM Papers Series 2021/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  48. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
  49. Christenko, Aleksandr, 2022. "Automation and occupational mobility: A task and knowledge-based approach," Technology in Society, Elsevier, vol. 70(C).
  50. Aleksandra Parteka, 2025. "Trade Specialisation in Products Embedding Automation Technologies: Cross-Country Evidence and the Case of Poland," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 47-67.
  51. Tiedtke, Julian, 2024. "Unveiling the Job-Creating and Destroying Effects of Automation through the Lense of Heterogeneity," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302375, Verein für Socialpolitik / German Economic Association.
  52. 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.
  53. Lamperti, Fabio, 2024. "Unlocking machine learning for social sciences: The case for identifying Industry 4.0 adoption across business restructuring events," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  54. Bisio, Laura & Cuzzola, Angelo & Grazzi, Marco & Moschella, Daniele, 2025. "The dynamics of automation adoption: Firm-level heterogeneity and aggregate employment effects," European Economic Review, Elsevier, vol. 173(C).
  55. 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).
  56. Xue, Yan & Tang, Chang & Wu, Haitao & Liu, Jianmin & Hao, Yu, 2022. "The emerging driving force of energy consumption in China: Does digital economy development matter?," Energy Policy, Elsevier, vol. 165(C).
  57. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  58. Thao Trang Nguyen & Giacomo Domini & Marco Grazzi & Daniele Moschella & Tania Treibich, 2025. "Automation and the Margins of Export Performance: Evidence from French Firms," LEM Papers Series 2025/37, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  59. Anna Giunta & Enrico Marvasi & Marco Sforza, 2025. "Digitalization and regionalization of Global Value Chains in European industries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(3), pages 599-628, September.
  60. Ann Hipp & Björn Jindra & Kehinde Medase, 2024. "Overcoming barriers to technology transfer: empirical evidence from the German Democratic Republic," The Journal of Technology Transfer, Springer, vol. 49(5), pages 1787-1821, October.
  61. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "Robots and the origin of their labour-saving impact," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  62. Antonio Ughi & Andrea Mina, 2023. "Digital Advantage: Evidence from a Policy Evaluation of Adoption Subsidies," LEM Papers Series 2023/41, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  63. Andrea Borsato & André Lorentz, 2023. "Data production and the coevolving AI trajectories: an attempted evolutionary model," Journal of Evolutionary Economics, Springer, vol. 33(5), pages 1427-1472, November.
  64. José-Ignacio Antón & David Klenert & Enrique Fernández-Macías & Maria Cesira Urzì Brancati & Georgios Alaveras, 2022. "The labour market impact of robotisation in Europe," European Journal of Industrial Relations, , vol. 28(3), pages 317-339, September.
  65. Kaizhi Yu & Yao Shi & Jiahan Feng, 2024. "The influence of robot applications on rural labor transfer," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
  66. David Klenert & Enrique Fernández-Macías & José-Ignacio Antón, 2023. "Do robots really destroy jobs? Evidence from Europe," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(1), pages 280-316, February.
  67. Radeef Chundakkadan & Subash Sasidharan & Kausik Chaudhuri, 2025. "Automation, firm performance, and employment: Evidence from developing countries," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 873-900, November.
  68. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
  69. Zhou, Huilin & Wang, Linhui & Cao, Yutong & Li, Jincheng, 2025. "The impact of artificial intelligence on labor market: A study based on bibliometric analysis," Journal of Asian Economics, Elsevier, vol. 98(C).
  70. Kuson Leawsakul, 2026. "Robots, trade and production networks: the role of robots in shaping trade competitiveness in East Asia," International Journal of Economic Policy Studies, Springer, vol. 20(1), pages 25-53, February.
  71. Bachmann, Ronald & Gonschor, Myrielle & Lewandowski, Piotr & Madoń, Karol, 2024. "The impact of Robots on Labour market transitions in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 422-441.
  72. Mantej Pardesi, 2025. "Technology spikes and skill formation adjustment: Role of capital investment spikes in firm's training and hiring decision," Economics of Education Working Paper Series 0249, University of Zurich, Department of Business Administration (IBW).
  73. Bernardo Caldarola & Luca Fontanelli, 2024. "Cloud technologies, firm growth and industry concentration: Evidence from France," LEM Papers Series 2024/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  74. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Explaining the Labor Share: Automation Vs Labor Market Institutions," Labour Economics, Elsevier, vol. 75(C).
  75. Calvino, Flavio & Fontanelli, Luca, 2026. "AI users are not all alike: The characteristics of French firms buying and developing AI," Research Policy, Elsevier, vol. 55(5).
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.