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The Innovation†Employment Nexus: A Critical Survey Of Theory And Empirics

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Cited by:

  1. 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).
  2. 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.
  3. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2025. "Diverging paths: AI exposure and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 11-24.
  4. Ugur, Mehmet, 2024. "Effects of innovation and markups on employment and labour share in OECD industries," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 221-234.
  5. 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.
  6. Ran Gu & Zenghua He, 2023. "Can Environmental Regulation Improve Labor Allocation Efficiency? Evidence from China’s New Environmental Protection Law," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
  7. Gorny, Paul M. & Woodard, Ritchie C., 2020. "Don't Fear the Robots: Automatability and Job Satisfaction," MPRA Paper 103424, University Library of Munich, Germany.
  8. Cresti, Lorenzo & Dosi, Giovanni & Fagiolo, Giorgio, 2023. "Technological interdependencies and employment changes in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 41-57.
  9. 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.
  10. Xavier Cirera & Leonard Sabetti, 2019. "The effects of innovation on employment in developing countries: evidence from enterprise surveys," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(1), pages 161-176.
  11. 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.
  12. 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).
  13. 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).
  14. Rajarshi Majumder, 2018. "Technology and Labour Market: Insights from Indian Manufacturing Sector," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 61(2), pages 321-338, June.
  15. 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.
  16. Jacopo Di Domenico & Alberto Russo, 2022. "Innovation, growth, and productivity appropriation. How the elites learned to stop worrying and love public debt," Working Papers 2022/12, Economics Department, Universitat Jaume I, Castellón (Spain).
  17. D’Orazio, Paola & Valente, Marco, 2019. "The role of finance in environmental innovation diffusion: An evolutionary modeling approach," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 417-439.
  18. Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2021. "Labour-saving automation and occupational exposure: a text-similarity measure," DISCE - Working Papers del Dipartimento di Politica Economica dipe0021, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  19. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
  20. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Working Papers del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  21. Valeria Cirillo & Matteo Rinaldini & Maria Enrica Virgillito & Maria Luisa Divella & Caterina Manicardi & Francesco Sabato Massimo & Armanda Cetrulo & Eleonora Costantini & Angelo Moro & Jacopo Stacci, 2022. "Case studies of automation in services," Working Papers hal-03899186, HAL.
  22. 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).
  23. 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.
  24. Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  25. Vivarelli, Marco, 2018. "Globalisation, structural change and innovation in emerging economies: The impact on employment and skills," MERIT Working Papers 2018-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  26. Giovanni DOSI & Maria Enrica VIRGILLITO, 2019. "Whither the evolution of the contemporary social fabric? New technologies and old socio‐economic trends," International Labour Review, International Labour Organization, vol. 158(4), pages 593-625, December.
  27. Lucrezia Fanti, 2018. "An AB-SFC Model of Induced Technical Change along Classical and Keynesian Lines," Working Papers 3/18, Sapienza University of Rome, DISS.
  28. Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2024. "The empirics of technology, employment and occupations: Lessons learned and challenges ahead," Journal of Economic Surveys, Wiley Blackwell, vol. 38(5), pages 1622-1655, December.
  29. 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).
  30. Taymaz, Erol & Voyvoda, Ebru & Yilmaz, Kamil, 2024. "Is there a virtuous cycle between wages and productivity? Turkish experience after the transition to democracy," World Development, Elsevier, vol. 175(C).
  31. 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).
  32. 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).
  33. Carlos Bianchi & Hugo Laguna, 2020. "Firm’s innovation strategies and employment: new evidence from Uruguay," Documentos de Trabajo (working papers) 20-06, Instituto de Economía - IECON.
  34. 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.
  35. Mauro Caselli & Andrea Fracasso & Arianna Marcolin & Sergio Scicchitano, 2025. "Technological innovations and workers’ job insecurity: the moderating role of human resource strategies," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(1), pages 153-176, March.
  36. Andreas Eder & Wolfgang Koller & Bernhard Mahlberg, 2022. "Economy 4.0: employment effects by occupation, industry, and gender," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(4), pages 1063-1088, November.
  37. Montobbio, F. & Staccioli, J. & Virgillito, M.E. & Vivarelli, Marco, 2022. "The empirics of technology, employment and occupations," MERIT Working Papers 2022-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  38. Talla Fokam, Dieu Ne Dort & Kamga, Benjamin Fomba & Nchofoung, Tii N., 2023. "Information and communication technologies and employment in developing countries: Effects and transmission channels," Telecommunications Policy, Elsevier, vol. 47(8).
  39. 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.
  40. 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).
  41. Borsato, Andrea & Lorentz, André, 2023. "The Kaldor–Verdoorn law at the age of robots and AI," Research Policy, Elsevier, vol. 52(10).
  42. Roth Cardoso, Hugo Henrique & Dantas Gonçalves, Adriana & Dambiski Gomes de Carvalho, Gustavo & Gomes de Carvalho, Hélio, 2020. "Evaluating innovation development among Brazilian micro and small businesses in view of management level: Insights from the local innovation agents program," Evaluation and Program Planning, Elsevier, vol. 80(C).
  43. Serenella Caravella & Francesco Crespi, 2022. "On the growth impact of different eco-innovation business strategies," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 657-683, July.
  44. Marco Capasso & Michael Spjelkavik Mark, 2021. "The Evolving Economic Employment of ICT Education: The Case of Norway," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
  45. Elliott, Robert J.R. & Kuai, Wenjing & Maddison, David & Ozgen, Ceren, 2024. "Eco-innovation and (green) employment: A task-based approach to measuring the composition of work in firms," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
  46. 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).
  47. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
  48. Fernández, Sara & Torrecillas, Celia & Díaz, Guillermo Arenas, 2024. "Does eco-innovation stimulate employment? The case of Spanish manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 571-585.
  49. 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.
  50. 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.
  51. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Working Papers del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  52. Katarzyna Piwowar-Sulej & Krzysztof PodsiadÅ‚y, 2022. "Technological innovation and the labor market: The two-way non-reciprocal relationships with a focus on the confectionery industry in Poland," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 18(3), pages 135-171.
  53. 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).
  54. 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.
  55. Xiao Ling & Zhangwei Luo & Yanchao Feng & Xun Liu & Yue Gao, 2023. "How does digital transformation relieve the employment pressure in China? Empirical evidence from the national smart city pilot policy," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
  56. 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).
  57. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
  58. 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.
  59. Bianchini, Stefano & Pellegrino, Gabriele, 2019. "Innovation persistence and employment dynamics," Research Policy, Elsevier, vol. 48(5), pages 1171-1186.
  60. Michael Böheim & Werner Hölzl & Agnes Kügler, 2018. "Wettbewerbs- und regulierungspolitische Herausforderungen der Digitalisierung. Auf dem Weg zu einer "Sozialen Marktwirtschaft 4.0"," WIFO Monatsberichte (monthly reports), WIFO, vol. 91(12), pages 871-880, December.
  61. Mark Partridge & Alexandra Tsvetkova & Michael Betz, 2021. "Are the most productive regions necessarily the most successful? Local effects of productivity growth on employment and earnings," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 30-61, January.
  62. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.
  63. Elizabeth Webster & Alfons Palangkaraya & Paul H. Jensen & Russell Thomson, 2024. "The effects of university-industry collaboration subsidies on firm performance," Melbourne Institute Working Paper Series wp2024n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  64. Lucrezia Fanti, 2021. "‘Kaldor Facts’ and the decline of Wage Share: An agent based-stock flow consistent model of induced technical change along Classical and Keynesian lines," Journal of Evolutionary Economics, Springer, vol. 31(2), pages 379-415, April.
  65. 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.
  66. Ylenia Curci & Nathalie Greenan & Silvia Napolitano, 2024. "Innovating for the good or for the bad. An EU-wide analysis of the impact of technological transformation on job polarisation and unemployment," TEPP Working Paper 2024-02, TEPP.
  67. Cattani, Luca & Savoia, Francesco & Bullini Orlandi, Ludovico, 2024. "The kind of things that money just can't buy: The role of potential absorptive capacity in enhancing firm-level employment growth," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  68. Chen, Guifu & Wei, Boyu, 2024. "Low-carbon city pilots and site selection for migrant employment: Evidence from China," Energy Economics, Elsevier, vol. 131(C).
  69. 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.
  70. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
  71. Baensch Laura & Lanzalot Maria Laura & Lotti Giulia & Stucchi Rodolfo, 2019. "Do Labor Market Regulations Affect the Link between Innovation and Employment? Evidence from Latin America," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(3), pages 1-13, July.
  72. Stephane Brosia & Vincent Chauvet & Christophe de Luigi, 2024. "Patent filing & job creation : Discovery of the theoretical equation for the inflection of the unemployment curve [Dépôt de brevet & création d'emplois : Découverte de l'équation théorique de l'inf," Post-Print hal-04896112, HAL.
  73. Heijs, Joost & Arenas Díaz, Guillermo & Vergara Reyes, Delia Margarita, 2019. "Impact of innovation on employment in quantitative terms: review of empirical literature based on microdata," MPRA Paper 95326, University Library of Munich, Germany.
  74. Fana, Marta & Giangregorio, Luca, 2024. "The role of tasks, contractual arrangements, and job composition in explaining the dynamics of wage inequality: Evidence from France," Labour Economics, Elsevier, vol. 87(C).
  75. 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.
  76. Başak Dalgıç & Burcu Fazlıoğlu, 2021. "Innovation and firm growth: Turkish manufacturing and services SMEs," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 395-419, September.
  77. Imran Hussain Shah & Konstantinos Kollydas & Pak Yee Lee & Issam Malki & Crystal Chu, 2024. "Does R&D investment drive employment growth? Empirical evidence at industry level from Japan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 102-118, January.
  78. 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.
  79. 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).
  80. Guillermo Arenas Díaz & Alex J. Guerrero & Joost Heijs, 2024. "The effects of product and process innovation on employment: a meta-regression analysis," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 35-68, March.
  81. Díaz, Guillermo Arenas & Barge-Gil, Andrés & Heijs, Joost, 2020. "The effect of innovation on skilled and unskilled workers during bad times," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 141-158.
  82. 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.
  83. Luxin Yang & Yucheng Liu, 2025. "Environmental governance, technological innovation and employment structure change: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 12067-12090, May.
  84. Mauro Caselli & Andrea Fracasso & Arianna Marcolin & Sergio Scicchitano, 2023. "Technological Innovations and Workers’ Job Insecurity: The Moderating Role of Firm Strategies," CESifo Working Paper Series 10673, CESifo.
  85. Paola Azar, 2020. "Politics as a determinant of primary school provision The case of Uruguay, 1914-1954," Documentos de Trabajo (working papers) 20-07, Instituto de Economía - IECON.
  86. Seetha Menon & Andrea Salvatori & Wouter Zwysen, 2020. "The Effect of Computer Use on Work Discretion and Work Intensity: Evidence from Europe," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 1004-1038, December.
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