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Is this time different? How digitalization influences job creation and destruction

Citations

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Cited by:

  1. Zofia Grodek-Szostak & Marcin Suder & Aneta Piechaczek & Luis Ochoa Siguencia, 2021. "Assessment and Comparison of Digital Competences in Education for Selected European Countries," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 348-361.
  2. Ang, James & Yan, Zhenli & Xiao, Tusheng & Yuan, Chun & Wang, Jingfang, 2024. "Impact of Fintech on labor allocation efficiency in firms: Empirical evidence from China," Global Finance Journal, Elsevier, vol. 62(C).
  3. Janez Kren & Martina Lawless, 2024. "Firm-Level Attitudes and Actions to the "Twin Transition" Challenges of Digitalisation and Climate Change," The Economic and Social Review, Economic and Social Studies, vol. 55(1), pages 9-39.
  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. Briglauer, Wolfgang & Krämer, Jan & Palan, Nicole, 2024. "Socioeconomic benefits of high-speed broadband availability and service adoption: A survey," Telecommunications Policy, Elsevier, vol. 48(7).
  6. Lin Liang & Peng Liang, 2026. "Can Industrial Robot Applications Enhance Corporate Capital Allocation Efficiency?—Based on the Perspective of Cash Holdings," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 47(2), pages 438-456, March.
  7. Gao, Jie & Li, Zhizhuo & Nguyen, Thithuha & Zhang, Wentao, 2025. "Digital transformation and enterprise employment," International Review of Economics & Finance, Elsevier, vol. 99(C).
  8. Li, Yonghong & Liu, Chang & Xie, Haoyue, 2026. "How data elements fuel new quality productive forces in enterprises: A perspective from digital finance," Finance Research Letters, Elsevier, vol. 87(C).
  9. 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).
  10. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
  11. Fischer, Leonie & Heckemeyer, Jost H. & Spengel, Christoph & Steinbrenner, Daniela, 2021. "Tax policies in a transition to a knowledge-based economy: The effective tax burden of companies and highly skilled labour," ZEW Discussion Papers 21-096, ZEW - Leibniz Centre for European Economic Research.
  12. Yang, Yang & Xiao, Zheng, 2024. "Examining the interaction effect of digitalization and highly educated employees on ambidextrous innovation in Chinese publicly listed SMEs: A knowledge-based view," Technology in Society, Elsevier, vol. 78(C).
  13. Mariia Vasiakina & Christian Dudel, 2024. "From efficiency to illness: do highly automatable jobs take a toll on health in Germany?," MPIDR Working Papers WP-2024-041, Max Planck Institute for Demographic Research, Rostock, Germany.
  14. repec:ers:journl:v:xxiv:y:2021:i:special1:p:348-361 is not listed on IDEAS
  15. Hang Thu Nguyen-Phung & Miki Kohara & Secil Er, 2024. "The impact of ICT development on female employment and household’s well-being in Vietnam," The Japanese Economic Review, Springer, vol. 75(4), pages 951-978, December.
  16. Hasirumane Venkatesh Mukesh, 2022. "Digital Transformation Taking Centre Stage: How Is Digital Transformation Reshaping Entrepreneurial Innovation?," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 31(2), pages 364-401, July.
  17. Lamperti, Fabio & Castellani, Davide, 2026. "Automation and the risk of labor market exclusion across Europe," Structural Change and Economic Dynamics, Elsevier, vol. 77(C), pages 62-76.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. Ranka Popovac & Dragan Vukmirović & Tijana Čomić & Zoran G. Pavlović, 2025. "Evaluating the Impact of Remote Work on Employee Health and Sustainable Lifestyles in the IT Sector," Sustainability, MDPI, vol. 17(19), pages 1-23, September.
  23. Yang Shen, 2024. "Future jobs: analyzing the impact of artificial intelligence on employment and its mechanisms," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-33, April.
  24. Valente Fernanda & Chen Yujia & Calabrese Raffaella & Cowling Marc & Alessi Lucia, 2026. "Nature-adjusted probability of default for European small and medium enterprises," JRC Working Papers in Economics and Finance 2026-01, Joint Research Centre, European Commission.
  25. Mayuree Santhadkitjakarn & Somtip Watanapongvanich, 2025. "The Impact of Artificial Intelligence on China’s Labor Market," RAIS Conference Proceedings 2022-2026 0506, Research Association for Interdisciplinary Studies.
  26. Azuelo, John Michael & Belecina, Kurt Angelo & Benolirao, Aaron Bien & Beronilla, Aeyan Zhaza & Bulaon, Mica Ezekiel & Furigay, Julian Lloyd, 2026. "E-File201: A Secure Digital Inventory and Request System for Non-Teaching Personnel Records at SDO Quezon City," International Journal of Research and Innovation in Applied Science, RSIS International, vol. 11(6), pages 1710-1751, June.
  27. Okorie, David Iheke & Adedeji, Adeniran & Ifionu, Chinedu, 2025. "Assessing digitalization and the economy: A dynamic recursive CGE modelling approach," Telecommunications Policy, Elsevier, vol. 49(4).
  28. Shao, Yunshu & Cheng, Yuxiang, 2025. "Impact of Chinese environmental protection tax law on high-pollution firms' employment growth - A quasi natural experiment," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 416-437.
  29. Deborah Giustini, 2021. "The Impact Of Labour Market Trends On The Employment Of R&D Personnel: A Literature Review," HSE Working papers WP BRP 117/STI/2021, National Research University Higher School of Economics.
  30. Elzbieta M. Kacperska & Joanna Stefanczyk & Pawel J. Dabrowski & Wieslawa Zaloga, 2024. "The Consequences of Implementing Artificial Intelligence Technology in the Digital Economy from the Perspective of Generation Z," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 1039-1057.
  31. Battisti & M. Del Gatto & A. Gravina & C. Parmeter, 2021. "Robots versus labor skills: a complementarity/substitutability analysis," Working Paper CRENoS 202104, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  32. 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).
  33. Ding, Yijiu & Li, Bo & Ma, Shenglin & Yu, Chunrong & Zhao, Xiaoyi, 2025. "Digital transformation and wage distortion in R&D and innovation activities - Causal inference based on double machine learning," International Review of Financial Analysis, Elsevier, vol. 106(C).
  34. Li, Fei & Zhang, Nana, 2025. "Digital transformation, innovation investment and quality," Finance Research Letters, Elsevier, vol. 75(C).
  35. Wenjing Xu & Xuan Zhang & Jilong Chen & Shiyu Xu & Yuanqing Niu, 2026. "Unlocking Innovation Through ESG: How Development Stages Shape the Impact," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 31(3), pages 4410-4427, July.
  36. Al Saba, Fatema & Mertzanis, Charilaos & Kampouris, Ilias, 2023. "Employee empowerment and tourism sector employment around the world," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9(2), pages 28-40.
  37. 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.
  38. 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).
  39. Wim Naudé, 2023. "Late industrialisation and global value chains under platform capitalism," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 91-119, March.
  40. Hunt, Wil & Sarkar, Sudipa & Warhurst, Chris, 2022. "Measuring the impact of AI on jobs at the organization level: Lessons from a survey of UK business leaders," Research Policy, Elsevier, vol. 51(2).
  41. Wang, Hongtian & Shan, Jinghan & Zhang, Xuemei & Nie, Pu-yan & Wang, Chan, 2025. "Labor force allocation changes triggered by extreme heat events—Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2142-2160.
  42. 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.
  43. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
  44. Cirillo, Valeria & Divella, Marialuisa & Ferrulli, Eustachio & Greco, Lidia, 2024. "Active labor market policies in the framework of Just Transition Programs: the case of Italy, Spain, and Germany," Working Papers 79, Austrian Foundation for Development Research (ÖFSE).
  45. Awwad Saad AlShammari, 2025. "Cloud ERP Implementation and Firm Performance: Innovation Capability as a Mediator and Top Management Support as a Moderator," Information Management and Business Review, AMH International, vol. 17(1), pages 311-327.
  46. Peng Liang & Xinhui Sun & Luzhuang Qi, 2024. "Does artificial intelligence technology enhance green transformation of enterprises: based on green innovation perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21651-21687, August.
  47. Liviu Andrei Toader & Dorel Mihai Paraschiv & Florentina Chițu, 2023. "The Effects of Individuals’ Levels of Computer Skills on the ICT Sector Employment in the European Union during the COVID-19 Pandemics," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 26(85), pages 67-77, June.
  48. Meili, Rahel & Stucki, Tobias, 2023. "Money matters: The role of money as a regional and corporate financial resource for circular economy transition at firm-level," Research Policy, Elsevier, vol. 52(10).
  49. Marco Cucculelli & Fabio Lamperti & Jasmine Mondolo & Fabrizio Pompei & Francesco Venturini, 2026. "Firm adoption of Industry 4.0 technologies in times of economic turmoil: the role of enabling factors," The Journal of Technology Transfer, Springer, vol. 51(4), pages 2455-2485, August.
  50. Wu, Xingying & Liu, Shan, 2025. "Gender diversity in top management and its impact on firm-level digital transformation: Evidence from China," Economic Modelling, Elsevier, vol. 145(C).
  51. Garcia-Macia, Daniel & Korosteleva, Julia, 2025. "Tracing productivity growth channels in the UK," Research Policy, Elsevier, vol. 54(1).
  52. Daokang Luo & Kevin Zheng Zhou & Lu Shen, 2025. "How firm digitalization affects targeted poverty alleviation participation: a capability-based view," Asia Pacific Journal of Management, Springer, vol. 42(4), pages 2171-2200, December.
  53. Briglauer, Wolfgang & Stocker, Volker, 2020. "Bedeutung digitaler Infrastrukturen und Dienste und Maßnahmen zur Förderung der Resilienz in Krisenzeiten," Policy Notes 42, EcoAustria – Institute for Economic Research.
  54. Paul Bossong & Anne Reinhardt & Ralf Elbert, 2025. "Adoption drivers and barriers of digital freight transport platforms—An intermodal case study," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-24, December.
  55. Beier, Grischa & Matthess, Marcel & Shuttleworth, Luke & Guan, Ting & de Oliveira Pereira Grudzien, David Iubel & Xue, Bing & Pinheiro de Lima, Edson & Chen, Ling, 2022. "Implications of Industry 4.0 on industrial employment: A comparative survey from Brazilian, Chinese, and German practitioners," Technology in Society, Elsevier, vol. 70(C).
  56. Măldăreanu Andreea, 2025. "The Integration of ERP Systems and Technologies for Process Automation: A Bibliometric Analysis," Proceedings of the International Conference on Business Excellence, Paradigm, vol. 19(1), pages 341-354.
  57. Masagus M. Ridhwan & Asep Suryahadi & Jahen F. Rezki & Immanuel Satya Pekerti, 2021. "The Labor Market Impact Of Covid-19 And The Role Of E-Commerce Development: Evidence From Indonesia," Working Papers WP/10/2021, Bank Indonesia.
  58. Chun, Hyunbae & Shin, Donghan, 2025. "Beyond automation: The multifaceted impact of advanced digital technologies on employment dynamics," Research Policy, Elsevier, vol. 54(10).
  59. Weilong Wang & Jianlong Wang & Haitao Wu, 2025. "Assessing the Impact of New Digital Infrastructure on Enterprise Green Transformation from a Triple Performance Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 5594-5633, March.
  60. Long Xu & Yunsheng Zhou & Liang Chen, 2024. "Digital Transformation and Breakthrough Innovation in Chinese Manufacturing Firms: Based on Ability-Motivation-Opportunity (AMO) Framework of Human Capital," SAGE Open, , vol. 14(3), pages 21582440241, July.
  61. 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).
  62. Irina Alina Popescu & Irina Elena Ion & Klara Cermakova & Radu Cristian Musetescu, & Ramona Iulia Dieaconescu & Ana-Maria Marinoiu, 2025. "The New Sociopolitical and Economic Dynamics of Digitalisation and Automation in Romania s Automotive Industry," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(68), pages 1-55, February.
  63. Roberto Moncada & Francesco Carbonero & Aldo Geuna & Luigi Riso, 2025. "Digital adoption and human capital upscaling: a regional study of the manufacturing sector," Small Business Economics, Springer, vol. 64(4), pages 2061-2103, April.
  64. Pedersen, Torben & Scedrova, Anna & Grecu, Alina, 2022. "The effects of IT investments and skilled labor on firms’ value added," Technovation, Elsevier, vol. 116(C).
  65. Shibo Gao & Jing Zhang & Zuopeng Ma & Guolei Zhou & Yanjun Liu & Yuliang Liu, 2025. "Digital Economy Development and Urban–Rural Integration in Northeast China: An Empirical Analysis," Land, MDPI, vol. 14(5), pages 1-24, May.
  66. Mini P. Thomas & Archana Srivastava & Keerti Mallela, 2023. "Tourism Exports, Digitalisation, and Employment during the COVID-19 Pandemic: The Case of Indonesia," Working Papers DP-2023-19, Economic Research Institute for ASEAN and East Asia (ERIA).
  67. Qing Guo & Siyu Chen & Xiangquan Zeng, 2024. "Digital finance, Bargaining Power and Gender Wage Gap," Papers 2405.15486, arXiv.org.
  68. Cong Cheng & Mengxin Zhang, 2023. "Conceptualizing Corporate Digital Responsibility: A Digital Technology Development Perspective," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
  69. 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).
  70. Cani, Denisa & Kolaj, Rezear & Dimitrova, Svetla, . "Digital innovation in public policies: determinants of the acceptability of e-fiscalisation in agribusiness," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 11(2).
  71. Wang, Kunyi & Zhou, Kevin Zheng & Bai, Xuan, 2026. "AI adoption and human value within organizations," Journal of Business Research, Elsevier, vol. 208(C).
  72. Ying Wu & Yuanyue Deng, 2024. "Does digital transformation crowd out the employment of lower skill labor?," Bulletin of Economic Research, Wiley Blackwell, vol. 76(3), pages 726-748, July.
  73. Mariia Vasiakina & Christian Dudel, 2026. "From Efficiency to Illness: Do Highly Automatable Jobs Take a Toll on Health in Germany?," Industrial Relations Journal, Wiley Blackwell, vol. 57(4), pages 297-308, July.
  74. Gravina, Antonio Francesco & Foster-McGregor, Neil, 2020. "Automation, globalisation and relative wages: An empirical analysis of winners and losers," MERIT Working Papers 2020-040, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  75. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
  76. Goller, Daniel & Gschwendt, Christian & Wolter, Stefan C., 2025. "This time it’s different – Generative artificial intelligence and occupational choice," Labour Economics, Elsevier, vol. 95(C).
  77. Owan, Valentine Joseph & Agurokpon, Daniel Clement & Udida, Joseph Udida, 2022. "Curriculum Restructuring and Job Creation Among Nigerian Graduates: The Mediating Role of Emerging Internet Applications," EdArXiv nymrf, Center for Open Science.
  78. 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," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-17, December.
  79. Filipe R. Ramos & Luisa M. Martinez & Luis F. Martinez & Ricardo Abreu & Lihki Rubio, 2025. "Mapping e-commerce trends in the USA: a time series and deep learning approach," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(3), pages 606-634, September.
  80. Chiara Franco & Filomena Pietrovito, 2024. "Drivers of firms’ digital activities in response to the Covid-19 pandemic," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 695-726, September.
  81. Liviu Ciucan-Rusu & Valentina Vasile & Daniel Stefan & Calin-Adrian Comes & Anamari-Beatrice Stefan & Mihai Timus & Anca Oltean & Elena Bunduchi & Maria-Alexandra Popa, 2022. "Consumers Behavior Determinants on Online Local Market Platforms in COVID-19 Pandemic—A Probit Qualitative Analysis," Mathematics, MDPI, vol. 10(22), pages 1-17, November.
  82. Yaping Zhu & Qingwei Xu & Chutong Hao & Shuaishuai Geng & Bingjun Li, 2025. "Synergistic Evolution or Competitive Disruption? Analysing the Dynamic Interaction Between Digital and Real Economies in Henan, China, Based on Panel Data," Data, MDPI, vol. 10(8), pages 1-37, August.
  83. Yu, Lingzheng & Wang, Jiannan & Lou, Shiyan & Wei, Xiahai, 2024. "To leave or to stay: Digital economy development and migrant workers’ location," Journal of Asian Economics, Elsevier, vol. 94(C).
  84. Li, Guoxiang & Wen, Huan & Sun, Qian & Xue, Jinjun, 2025. "The role of the digital economy in promoting energy justice: Evidence from procedural justice and restorative justice," China Economic Review, Elsevier, vol. 89(C).
  85. Kinga Hat & Gernot Stoeglehner, 2020. "Spatial Dimension of the Employment Market Exposition to Digitalisation—The Case of Austria," Sustainability, MDPI, vol. 12(5), pages 1-29, March.
  86. Zhou, Di & Wang, Yuqin & Hao, Fei & Feng, Luoyu, 2026. "Digital technology diffusion and occupational diversity: Evidence from China," Technovation, Elsevier, vol. 153(C).
  87. Wu, Kai & Lu, Yufei, 2025. "The digital dilemma: Corporate digital transformation and default risk," Journal of Financial Stability, Elsevier, vol. 77(C).
  88. Inna S. Lola & Anton Manukov, 2020. "Forecasting Employment In Small Businesses In Russia: The Relevance Of Business Tendency Surveys," HSE Working papers WP BRP 113/STI/2020, National Research University Higher School of Economics.
  89. Santos, Anabela Marques & Barbero, Javier & Salotti, Simone & Conte, Andrea, 2023. "Job creation and destruction in the digital age: Assessing heterogeneous effects across European Union countries," Economic Modelling, Elsevier, vol. 126(C).
  90. Yuan, Deyu & Du, Junying & Chang, Jiaming, 2024. "Does transport infrastructure development inhibit firm-level employment fluctuations? Evidence from national expressway construction in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 610-627.
  91. Zou, Yanchi & Li, Kun & He, Lilong & Guo, Jiapei, 2025. "The employment effects of ICT investment: Evidence from the U.S. Commuting Zones," Economic Modelling, Elsevier, vol. 151(C).
  92. Sklenarz, Felix Anton & Edeling, Alexander & Himme, Alexander & Wichmann, Julian R.K., 2024. "Does bigger still mean better? How digital transformation affects the market share–profitability relationship," International Journal of Research in Marketing, Elsevier, vol. 41(4), pages 648-670.
  93. Yituan Liu & Yabin Bian & Wenhao Zhang, 2022. "How Does Enterprises’ Digital Transformation Impact the Educational Structure of Employees? Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-25, August.
  94. Duch-Brown, Néstor & Gomez-Herrera, Estrella & Mueller-Langer, Frank & Tolan, Songül, 2022. "Market power and artificial intelligence work on online labour markets," Research Policy, Elsevier, vol. 51(3).
  95. Shahab SHARFAEI, 2024. "Robots and employment: A review," International Labour Review, International Labour Organization, vol. 163(2), pages 271-293, June.
  96. Vasja Roblek & Maja Meško & Mirjana Pejić Bach & Oshane Thorpe & Polona Šprajc, 2020. "The Interaction between Internet, Sustainable Development, and Emergence of Society 5.0," Data, MDPI, vol. 5(3), pages 1-27, September.
  97. Björn Döhring & Atanas Hristov & Christoph Maier & Werner Roeger & Anna Thum-Thysen, 2021. "COVID-19 acceleration in digitalisation, aggregate productivity growth and the functional income distribution," International Economics and Economic Policy, Springer, vol. 18(3), pages 571-604, July.
  98. Richiardi, Matteo & Westhoff, Leonie & Astarita, Caterina & Ernst, Ekkehard & Fenwick, Clare & Khabirpour, Neysan & Pelizzari, Lorenzo, 2024. "The impact of a decade of digital transformation on employment, wages, and inequality in the EU: a “conveyor belt†hypothesis," Centre for Microsimulation and Policy Analysis Working Paper Series CEMPA5/24, Centre for Microsimulation and Policy Analysis at the Institute for Social and Economic Research.
  99. 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).
  100. Vladimir Franki & Darin Majnarić & Alfredo Višković, 2023. "A Comprehensive Review of Artificial Intelligence (AI) Companies in the Power Sector," Energies, MDPI, vol. 16(3), pages 1-35, January.
  101. Izuchukwu Chukwuma Obasi & Chizubem Benson, 2025. "The Impact of Digitalization and Information and Communication Technology on the Nature and Organization of Work and the Emerging Challenges for Occupational Safety and Health," IJERPH, MDPI, vol. 22(3), pages 1-28, February.
  102. Chenhui Ding & Xiaoming Song & Yingchun Xing & Yuxuan Wang, 2023. "Bilateral Effects of the Digital Economy on Manufacturing Employment: Substitution Effect or Creation Effect?," Sustainability, MDPI, vol. 15(19), pages 1-22, October.
  103. Briglauer, Wolfgang & Köppl-Turyna, Monika & Schwarzbauer, Wolfgang & Bittó, Virág, 2023. "Evaluating the effects of ICT core elements on CO2 emissions: Recent evidence from OECD countries," Telecommunications Policy, Elsevier, vol. 47(8).
  104. S. Basiglio & A. Ricci & M. Rossi, 2025. "Entrepreneurs’ impatience and digital technologies," Small Business Economics, Springer, vol. 64(4), pages 2035-2060, April.
  105. Ashouri, Sajad & Hajikhani, Arash & Suominen, Arho & Pukelis, Lukas & Cunningham, Scott W., 2024. "Measuring digitalization at scale using web scraped data," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
  106. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
  107. repec:osf:edarxi:nymrf_v1 is not listed on IDEAS
  108. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
  109. Bao, Hengmiao & Yang, Shijie, 2024. "Is there life after product quality failures? Evidence from employment decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 325-355.
  110. Minghui Zhao & Zhenhua Wang & Shuangshuang Liu, 2025. "Industrial robot application and total factor productivity of manufacturing enterprises," PLOS ONE, Public Library of Science, vol. 20(9), pages 1-24, September.
  111. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  112. Alberto Bertello & Paola Bernardi & Francesca Ricciardi, 2024. "Open innovation: status quo and quo vadis - an analysis of a research field," Review of Managerial Science, Springer, vol. 18(2), pages 633-683, February.
  113. Wang, Jiancheng & Chen, Jialing & Li, Xiaoying & Li, Weiping, 2024. "Broadband acceleration and employment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  114. Araz Zirar, 2023. "Can artificial intelligence’s limitations drive innovative work behaviour?," Review of Managerial Science, Springer, vol. 17(6), pages 2005-2034, August.
  115. Bahoo, Salman & Cucculelli, Marco & Qamar, Dawood, 2023. "Artificial intelligence and corporate innovation: A review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  116. 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).
  117. Wu, Min & Tsai, Nien En & Koh, Le Yi & Yuen, Kum Fai, 2025. "Maritime AI socialisation: Exploring the impact of digital enablers on human-AI collaboration and service and process innovation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 197(C).
  118. Mi Guo, 2024. "Does Industrial Intelligence Promote Sustainable Employment?," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
  119. Christian Gschwendt, 2022. "Routine job dynamics in the Swiss labor market," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-21, December.
  120. Tianru Qin & Lin Liang & Peng Liang & Wenqun Liang, 2025. "Can industrial robot utilization drive the total factor productivity of enterprises?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 129-148, January.
  121. 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.
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  147. Amy Van Looy, 2022. "Employees’ attitudes towards intelligent robots: a dilemma analysis," Information Systems and e-Business Management, Springer, vol. 20(3), pages 371-408, September.
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