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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. 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. 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.
  8. 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.
  9. 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).
  10. 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.
  11. repec:ers:journl:v:xxiv:y:2021:i:special1:p:348-361 is not listed on IDEAS
  12. 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.
  13. 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).
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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).
  19. 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.
  20. 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.
  21. M. Battisti & M. Del Gatto & A. F. Gravina & C. F. 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.
  22. 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).
  23. 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.
  24. 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.
  25. 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.
  26. 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).
  27. 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.
  28. 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).
  29. 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.
  30. 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.
  31. 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.
  32. 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).
  33. 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.
  34. Garcia-Macia, Daniel & Korosteleva, Julia, 2025. "Tracing productivity growth channels in the UK," Research Policy, Elsevier, vol. 54(1).
  35. 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.
  36. 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).
  37. 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.
  38. 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.
  39. 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.
  40. Pedersen, Torben & Scedrova, Anna & Grecu, Alina, 2022. "The effects of IT investments and skilled labor on firms’ value added," Technovation, Elsevier, vol. 116(C).
  41. 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.
  42. 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).
  43. Qing Guo & Siyu Chen & Xiangquan Zeng, 2024. "Digital finance, Bargaining Power and Gender Wage Gap," Papers 2405.15486, arXiv.org.
  44. Cong Cheng & Mengxin Zhang, 2023. "Conceptualizing Corporate Digital Responsibility: A Digital Technology Development Perspective," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
  45. 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).
  46. 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.
  47. 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).
  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. Goller, Daniel & Gschwendt, Christian & Wolter, Stefan C., 2023. ""This Time It's Different" - Generative Artificial Intelligence and Occupational Choice," IZA Discussion Papers 16638, Institute of Labor Economics (IZA).
  50. 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.
  51. 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.
  52. 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.
  53. 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.
  54. 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).
  55. 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).
  56. 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.
  57. 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.
  58. 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).
  59. 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.
  60. 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.
  61. 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.
  62. 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).
  63. 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.
  64. 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.
  65. 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.
  66. 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).
  67. 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.
  68. 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.
  69. 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.
  70. 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.
  71. 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).
  72. 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).
  73. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
  74. repec:osf:edarxi:nymrf_v1 is not listed on IDEAS
  75. 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.
  76. 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.
  77. 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).
  78. 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.
  79. 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).
  80. Araz Zirar, 2023. "Can artificial intelligence’s limitations drive innovative work behaviour?," Review of Managerial Science, Springer, vol. 17(6), pages 2005-2034, August.
  81. 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).
  82. 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).
  83. Mi Guo, 2024. "Does Industrial Intelligence Promote Sustainable Employment?," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
  84. 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.
  85. 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.
  86. 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.
  87. Wolfgang Breuer & Andreas Knetsch, 2023. "Recent trends in the digitalization of finance and accounting," Journal of Business Economics, Springer, vol. 93(9), pages 1451-1461, November.
  88. Qu, Yingzi & Fan, Sha, 2024. "Is there a "Machine Substitution"? How does the digital economy reshape the employment structure in emerging market countries," Economic Systems, Elsevier, vol. 48(4).
  89. Ndubuisi, Gideon & Otioma, Chuks & Tetteh, Godsway Korku, 2021. "Digital infrastructure and employment in services: Evidence from Sub-Saharan African countries," Telecommunications Policy, Elsevier, vol. 45(8).
  90. Francesco Cappa & Stefano Franco & Federica Rosso, 2022. "Citizens and cities: Leveraging citizen science and big data for sustainable urban development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 648-667, February.
  91. Qing Guo & Siyu Chen & Xiangquan Zeng, 2021. "Does Fintech Narrow the Gender Wage Gap? Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(4), pages 142-166, July.
  92. Traverso, Silvio & Vatiero, Massimiliano & Zaninotto, Enrico, 2024. "Automation and flexible labor contracts: Firm-level evidence from Italy," GLO Discussion Paper Series 1425, Global Labor Organization (GLO).
  93. Vimal K.E. K & Sivakumar K & Jayakrishna Kandasamy & Vaibhav Venkat & Raghuraman Srinivasan Mani, 2023. "Barriers to the adoption of digital technologies in a functional circular economy network," Operations Management Research, Springer, vol. 16(3), pages 1541-1561, September.
  94. Andreas Bielig, 2023. "The Propensity to Patent Digital Technology: Mirroring Digitalization Processes in Germany with Intellectual Property in a European Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 2057-2080, September.
  95. Zirar, Araz & Ali, Syed Imran & Islam, Nazrul, 2023. "Worker and workplace Artificial Intelligence (AI) coexistence: Emerging themes and research agenda," Technovation, Elsevier, vol. 124(C).
  96. Yang Shen & Xiuwu Zhang, 2024. "The impact of artificial intelligence on employment: the role of virtual agglomeration," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
  97. Filippo Pusterla & Ursula Renold, 2022. "Does ICT affect the demand for vocationally educated workers?," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 158(1), pages 1-22, December.
  98. 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).
  99. Girsberger, Esther Mirjam & Koomen, Miriam & Krapf, Matthias, 2022. "Interpersonal, cognitive, and manual skills: How do they shape employment and wages?," Labour Economics, Elsevier, vol. 78(C).
  100. Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  101. Matthias Haslberger, 2021. "Routine-Biased Technological Change Does Not Always Lead to Polarisation: Evidence from 10 OECD Countries, 1995-2013," LIS Working papers 814, LIS Cross-National Data Center in Luxembourg.
  102. Nguyen, Mai & Malik, Ashish & Sharma, Piyush & Kingshott, Russel & Gugnani, Ritika, 2024. "High involvement work system and organizational and employee resilience: Impact of digitalisation in crisis situations," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  103. 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.
  104. Taehwan Rhee & Jacob Wood & Jungsuk Kim, 2022. "Digital Transformation as a Demographic and Economic Integrated Policy for Southeast Asian Developing Countries," Sustainability, MDPI, vol. 14(5), pages 1-19, March.
  105. Iordan Marioara & Pelinescu Elena & Chilian Mihaela-Nona, 2022. "Human Capital In The Digital Society. Some Empirical Evidence For The Eu Countries," HOLISTICA – Journal of Business and Public Administration, Sciendo, vol. 13(2), pages 25-40, December.
  106. Michael Amponsah Odei & Petr Novak, 2024. "Technological Innovation Outcomes: Does the Internal Ecosystem Play a Key Role?," Business Perspectives and Research, , vol. 12(4), pages 523-538, October.
  107. 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.
  108. Niu, Meng & Wang, Zhenguo & Zhang, Yabin, 2022. "How information and communication technology drives (routine and non-routine) jobs: Structural path and decomposition analysis for China," Telecommunications Policy, Elsevier, vol. 46(1).
  109. 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).
  110. Adina-Maria Voda, 2025. "Comparative Analysis of the Relationship Between Workforce Demand and Digitalization at Company Level in Romania and Germany," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 98-115.
  111. Jarosław Brodny & Magdalena Tutak, 2021. "Assessing the level of digitalization and robotization in the enterprises of the European Union Member States," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-36, July.
  112. Rammer, Christian & Fernández, Gastón P. & Czarnitzki, Dirk, 2022. "Artificial intelligence and industrial innovation: Evidence from German firm-level data," Research Policy, Elsevier, vol. 51(7).
  113. Zhong, Meirui & Qiang, Dan & Wang, Jinxian & Sun, Weizeng, 2024. "Improving health and reducing health inequality: An innovation of digitalization?," Social Science & Medicine, Elsevier, vol. 348(C).
  114. 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.
  115. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.
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