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Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms

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Cited by:

  1. Ayhan, Fatih & Elal, Onuray, 2023. "The IMPACTS of technological change on employment: Evidence from OECD countries with panel data analysis," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  2. Adrián Rial & Rafael Fernández, 2023. "Does tertiarisation slow down productivity growth? A Kaldorian–Baumolian analysis across 10 developed economies," Metroeconomica, Wiley Blackwell, vol. 74(1), pages 188-222, February.
  3. Daud, Siti Nurazira Mohd & Ahmad, Abd Halim & Trinugroho, Irwan & Rusgianto, Sulistya & Ridhwan, Masagus M., 2025. "FinTech and unemployment: New evidence on the role of labor market regulation," Research in International Business and Finance, Elsevier, vol. 79(C).
  4. 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.
  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, IZA Network @ LISER.
  6. Lanahan, Lauren & Joshi, Amol M. & Johnson, Evan, 2021. "Do public R&D subsidies produce jobs? Evidence from the SBIR/STTR program," Research Policy, Elsevier, vol. 50(7).
  7. Cristian Barra & Nazzareno Ruggiero, 2019. "Are Green Energies Employment Friendly? Empirical Evidence for Some OECD Countries over the 1985–2013 Period," Sustainability, MDPI, vol. 11(14), pages 1-17, July.
  8. Li, Jiaman & Dong, Kangyin & Dong, Xiucheng, 2022. "Green energy as a new determinant of green growth in China: The role of green technological innovation," Energy Economics, Elsevier, vol. 114(C).
  9. Liu, Yunxin & Cao, Yuqiang & Lu, Meiting & Shan, Yaowen & Xu, Jiangang, 2024. "Automating efficiency: The impact of industrial robots on labor investment in China," Economic Modelling, Elsevier, vol. 140(C).
  10. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: evidence from France, Germany and the UK," LSE Research Online Documents on Economics 123630, London School of Economics and Political Science, LSE Library.
  11. Fernando Henrique Taques, 2025. "Mapping Scientific Knowledge on Patents: A Bibliometric Analysis Using PATSTAT," FinTech, MDPI, vol. 4(3), pages 1-30, July.
  12. Nicoletta Corrocher & Daniele Moschella & Jacopo Staccioli & Marco Vivarelli, 2024. "Innovation and the labor market: theory, evidence, and challenges," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 519-540.
  13. repec:osf:edarxi:nymrf_v1 is not listed on IDEAS
  14. Usabiaga, Carlos & Núñez, Fernando & Arendt, Lukasz & Gałecka-Burdziak, Ewa & Pater, Robert, 2022. "Skill requirements and labour polarisation: An association analysis based on Polish online job offers," Economic Modelling, Elsevier, vol. 115(C).
  15. Dosi, G. & Piva, M. & Virgillito, M.E. & Vivarelli, M., 2021. "Embodied and disembodied technological change: The sectoral patterns of job-creation and job-destruction," Research Policy, Elsevier, vol. 50(4).
  16. Jacopo Staccioli & Maria Enrica Virgillito, 2021. "Back to the past: the historical roots of labor-saving automation," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 27-57, March.
  17. Van Roy, Vincent & Vertesy, Daniel & Damioli, Giacomo, 2019. "AI and Robotics Innovation: a Sectoral and Geographical Mapping using Patent Data," GLO Discussion Paper Series 433, Global Labor Organization (GLO).
  18. Durmuş Çagri Yildirim & Seda Yildirim & Seyfettin Erdogan & Tugba Kantarci, 2022. "Innovation—Unemployment Nexus: The case of EU countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1208-1219, January.
  19. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  20. 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).
  21. Amoncio, Egbert & Chan, Tian & Storz, Cornelia, 2025. "Using computer vision to measure design similarity: An application to design rights," Research Policy, Elsevier, vol. 54(9).
  22. 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).
  23. Marta Postuła & Wojciech Chmielewski & Piotr Puczyński & Rafał Cieślik, 2021. "The Impact of Information and Communication Technologies (ICT) on Energy Poverty and Unemployment in Selected European Union Countries," Energies, MDPI, vol. 14(19), pages 1-18, September.
  24. Daniel Toth & Mansoor Maitah & Kamil Maitah, 2019. "Development and Forecast of Employment in Forestry in the Czech Republic," Sustainability, MDPI, vol. 11(24), pages 1-13, December.
  25. Sanchez-Carrera Edgar J. & Ille Sebastian & Travaglini Giuseppe, 2021. "Macrodynamic Modeling of Innovation Equilibria and Traps," The B.E. Journal of Macroeconomics, De Gruyter, vol. 21(2), pages 659-694, June.
  26. Luigi Aldieri & Cristian Barra & Nazzareno Ruggiero & Concetto Paolo Vinci, 2023. "Corruption and firms’ efficiency: international evidence using an instrumental variable approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 731-759, July.
  27. Hang, Leiming & Lu, Wei & Ge, Xiaowei & Ye, Bin & Zhao, Zhiqi & Cheng, Fangfang, 2024. "R&D innovation, industrial evolution and the labor skill structure in China manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  28. Nicola Cassandro & Marco Centra & Dario Guarascio & Piero Esposito, 2021. "What drives employment–unemployment transitions? Evidence from Italian task-based data," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(3), pages 1109-1147, October.
  29. Jung, Jin Hwa & Lim, Dong-Geon, 2020. "Industrial robots, employment growth, and labor cost: A simultaneous equation analysis," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
  30. Stan Metcalfe, 2024. "Joseph Schumpeter, Alfred Marshall and the nature of restless capitalism," MIOIR Working Paper Series 2024-02, The Manchester Institute of Innovation Research (MIoIR), The University of Manchester.
  31. Chee‐Hong Law & Siong Hook Law, 2024. "The non‐linear impacts of innovation on unemployment: Evidence from panel data," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 402-424, January.
  32. Jorge Expósito López & José Javier Romero-Díaz de la Guardia & María del Carmen Olmos-Gómez & Ramón Chacón-Cuberos & Eva María Olmedo-Moreno, 2019. "Enhancing Skills for Employment in the Workplace of the Future 2020 Using the Theory of Connectivity: Shared and Adaptive Personal Learning Environments in a Spanish Context," Sustainability, MDPI, vol. 11(15), pages 1-18, August.
  33. 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).
  34. Luigi Aldieri & Concetto Paolo Vinci, 2018. "Green Economy and Sustainable Development: The Economic Impact of Innovation on Employment," Sustainability, MDPI, vol. 10(10), pages 1-11, October.
  35. Avenyo, Elvis Korku & Konte, Maty & Mohnen, Pierre, 2019. "The employment impact of product innovations in sub-Saharan Africa: Firm-level evidence," Research Policy, Elsevier, vol. 48(9), pages 1-1.
  36. Ardito, Lorenzo & Miroshnychenko, Ivan & Messeni Petruzzelli, Antonio & De Massis, Alfredo, 2025. "Family CEO and radical innovation: A stewardship perspective," Research Policy, Elsevier, vol. 54(1).
  37. Jens Horbach & Christian Rammer, 2020. "Circular economy innovations, growth and employment at the firm level: Empirical evidence from Germany," Journal of Industrial Ecology, Yale University, vol. 24(3), pages 615-625, June.
  38. Sefa Awaworyi Churchill & Bin Peng & Russell Smyth & Quanda Zhang, 2022. "R&D intensity and income inequality in the G7: 1870–2016," Scottish Journal of Political Economy, Scottish Economic Society, vol. 69(3), pages 263-282, July.
  39. Du Yuhong & Wei Xiahai, 2020. "Task content routinisation, technological change and labour turnover: Evidence from China," The Economic and Labour Relations Review, , vol. 31(3), pages 324-346, September.
  40. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
  41. Giordano, Vito & Spada, Irene & Chiarello, Filippo & Fantoni, Gualtiero, 2024. "The impact of ChatGPT on human skills: A quantitative study on twitter data," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  42. Giovanni Dosi & Mariacristina Piva & Maria Enrica Virgillito & Marco Vivarelli, 2019. "Technology and employment in a vertically connected economy: a model and an empirical test," DISCE - Working Papers del Dipartimento di Politica Economica dipe0005, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  43. 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).
  44. 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.
  45. Qiang Li & Jason F. Kovacs & Geun Hee Choi, 2021. "High-technology employment growth in China: geographic disparities in economic structure and sectoral performance," Economic Change and Restructuring, Springer, vol. 54(4), pages 1025-1064, November.
  46. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
  47. Brea, Edgar, 2024. "The yin yang of AI: Exploring how commercial and non-commercial orientations shape machine learning innovation," Research Policy, Elsevier, vol. 53(6).
  48. Pietro Santoleri, 2020. "Innovation and job creation in (high-growth) new firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 731-756.
  49. Silvia Massini & Mabel Sanchez Barrioluengo & Xiaoxiao Yu & Reza Salehnejad, 2024. "Digital transformation in firms: determinants of technology adoption and implications for performance," MIOIR Working Paper Series 2024-01, The Manchester Institute of Innovation Research (MIoIR), The University of Manchester.
  50. Die Li & Jinsheng Zhu, 2019. "The Role of Environmental Regulation and Technological Innovation in the Employment of Manufacturing Enterprises: Evidence from China," Sustainability, MDPI, vol. 11(10), pages 1-23, May.
  51. Chao Wu & Yu Hua, 2023. "Does Environmental Regulation Have an Employment Dividend? Evidence from China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
  52. 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.
  53. Chandan Sharma & Ritesh Kumar Mishra, 2023. "Imports, technology, and employment: Job creation or creative destruction," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 152-170, January.
  54. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
  55. Porath, Daniel & Nabachwa, Sarah & Agasha, Ester & Kijjambu, Nsambu Frederick, 2021. "Innovation and employment in Sub-Saharan Africa," UASM Discussion Paper Series 10/2021, University of Applied Sciences Mainz.
  56. Wojciech Chmielewski & Marta Postuła & Krzysztof Gawkowski, 2025. "Linking R&D Expenditure to Labour Market and Economic Performance: Empirical Evidence from the European Union," Sustainability, MDPI, vol. 17(14), pages 1-25, July.
  57. Chandan Sharma & Rupika Khanna, 2024. "Do trade and technology foster employment growth? Evidence from Indian industries," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 989-1005, March.
  58. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2019. "Beyond R&D: the role of embodied technological change in affecting employment," Journal of Evolutionary Economics, Springer, vol. 29(4), pages 1151-1171, September.
  59. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the Employment Impact of Automation, Robots and AI: A Survey and Some Methodological Issues," IZA Discussion Papers 12612, IZA Network @ LISER.
  60. Kofi Mintah Oware & Thathaiah Mallikarjunappa, 2021. "Does Technological Innovation Compete or Complement Job Employment? Effect of Technological Innovation and Financial Performance," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 64(4), pages 899-922, December.
  61. Başak Dalgıç & Burcu Fazlıoğlu & Aytekin Güven, 2023. "Innovation, employment and market structure: firm level evidence from Turkey," Empirical Economics, Springer, vol. 65(3), pages 1385-1407, September.
  62. Borsato, Andrea & Lorentz, André, 2023. "The Kaldor–Verdoorn law at the age of robots and AI," Research Policy, Elsevier, vol. 52(10).
  63. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
  64. Bettina Becker & Nigel Driffield & Sandra Lancheros & James H. Love, 2021. "Correction to: FDI in hot labour markets: The implications of the war for talent," Journal of International Business Policy, Palgrave Macmillan, vol. 4(3), pages 453-454, September.
  65. Nkem Fab-Ukozor & Ifeoma C Ojiakor, 2020. "Social Media and Youth Empowerment: An Empirical Inquiry," Proceedings of the 16th International RAIS Conference, March 30-31, 2020 003nfu, Research Association for Interdisciplinary Studies.
  66. Cristiano Antonelli & Gianluca Orsatti & Guido Pialli, 2023. "The knowledge-intensive direction of technological change," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 1-27, March.
  67. Aldieri, Luigi & Grafström, Jonas & Paolo Vinci, Concetto, 2020. "Job Creation in the Wind Power Sector Through Marshallian and Jacobian Knowledge Spillovers," Ratio Working Papers 340, The Ratio Institute.
  68. Sergio Destefanis & Matteo Fragetta & Nazzareno Ruggiero, 2023. "Active and passive labour-market policies: the outlook from the Beveridge curve," Applied Economics, Taylor & Francis Journals, vol. 55(55), pages 6538-6550, November.
  69. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy, 2021. "The impact of artificial intelligence on labor productivity," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-25, March.
  70. Hugo Castro-Silva & Francisco Lima, 2023. "The struggle of small firms to retain high-skill workers: job duration and the importance of knowledge intensity," Small Business Economics, Springer, vol. 60(2), pages 537-572, February.
  71. Choi, Taelim & Leigh, Nancey Green, 2024. "Artificial intelligence's creation and displacement of labor demand," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  72. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
  73. Miaojie Chen & Mehtab Babar & Ammar Ahmed & Muhammad Irfan, 2023. "Analyzing the Impact of Enterprise Social Media on Employees’ Competency through the Mediating Role of Knowledge Sharing," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
  74. Richard Kofi Asravor & Frank Gyimah Sackey, 2023. "Impact of Technology on Macro-Level Employment and the Workforce: What are the Implications for Job Creation and Job Destruction in Ghana?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 168(1), pages 207-225, August.
  75. Luigi Aldieri & Jonas Grafström & Concetto Paolo Vinci, 2021. "The Effect of Marshallian and Jacobian Knowledge Spillovers on Jobs in the Solar, Wind and Energy Efficiency Sector," Energies, MDPI, vol. 14(14), pages 1-16, July.
  76. Destefanis, Sergio & Rehman, Naqeeb Ur, 2023. "Investment, innovation activities and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 474-490.
  77. Rajeev K. Goel & Michael A. Nelson, 2022. "Employment effects of R&D and process innovation: evidence from small and medium-sized firms in emerging markets," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(1), pages 97-123, March.
  78. Gupta, Ashish, 2024. "Impact of innovation on employment: A review of literature," MPRA Paper 120383, University Library of Munich, Germany.
  79. Shampa Paul & Kaushalesh Lal, 2021. "Technology Intensity and Employment in the Indian Economy," Arthaniti: Journal of Economic Theory and Practice, , vol. 20(1), pages 34-52, June.
  80. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
  81. Sergio Destefanis & Matteo Fragetta & Giuseppe Mastromatteo & Nazzareno Ruggiero, 2020. "The Beveridge curve in the OECD before and after the great recession," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 411-436, September.
  82. Nor-Eddine Oumansour & M'ssiyah Sakhr, 2024. "Innovation and employment: Estimation on a panel of countries using the software Stata," French Stata Users' Group Meetings 2024 34, Stata Users Group.
  83. Keraga, Mezid N. & Stephan, Andreas, 2023. "Does innovation stimulate employment in Africa? New firm-level evidence from the Worldbank Enterprise Survey," Working Paper Series in Economics and Institutions of Innovation 494, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
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