Assessing the level of digitalization and robotization in the enterprises of the European Union Member States
Author
Abstract
Suggested Citation
DOI: 10.1371/journal.pone.0254993
Download full text from publisher
References listed on IDEAS
- Alqahtani, Ammar Y. & Gupta, Surendra M. & Nakashima, Kenichi, 2019. "Warranty and maintenance analysis of sensor embedded products using internet of things in industry 4.0," International Journal of Production Economics, Elsevier, vol. 208(C), pages 483-499.
- Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
- 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).
- Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Eglantina Hysa & Otilia Manta & Alina Georgeta Ailincă & Gabriela Cornelia Piciu & Xiao-Guang Yue, 2025. "Digitalization as an instrument in support of covering the circularity gap in the European Union economy," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(11), pages 25867-25887, November.
- Andreas Kallmuenzer & Alexey Mikhaylov & Mihaela Chelaru & Wojciech Czakon, 2025. "Adoption and performance outcome of digitalization in small and medium-sized enterprises," Review of Managerial Science, Springer, vol. 19(7), pages 2011-2038, July.
- Alessandra Neri & Marta Negri & Enrico Cagno & Vikas Kumar & Jose Arturo Garza‐Reyes, 2023. "What digital‐enabled dynamic capabilities support the circular economy? A multiple case study approach," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 5083-5101, November.
- Santiago José Gahn, 2025. "Path dependence in the digital adoption process: a cross-section analysis of Italian firms with a special focus on the Apulia region," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(4), pages 967-987, December.
- Alessandra Neri & Marta Negri & Enrico Cagno & Simone Franzò & Vikas Kumar & Tommaso Lampertico & Carlo Andrea Bassani, 2023. "The role of digital technologies in supporting the implementation of circular economy practices by industrial small and medium enterprises," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4693-4718, November.
- Ion Ionascu & Mihaela Ionascu & Elena Nechita & Marian Sacarin & Mihaela Minu, 2022. "Digital Transformation, Financial Performance and Sustainability: Evidence for European Union Listed Companies," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(59), pages 1-94.
- Marti, Luisa & Puertas, Rosa, 2023. "Analysis of European competitiveness based on its innovative capacity and digitalization level," Technology in Society, Elsevier, vol. 72(C).
- Liliana Ionescu-Feleagă & Bogdan-Ștefan Ionescu & Oana Cristina Stoica, 2022. "The Impact of Digitalization on Happiness: A European Perspective," Mathematics, MDPI, vol. 10(15), pages 1-24, August.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
- Gao, Jie & Li, Zhizhuo & Nguyen, Thithuha & Zhang, Wentao, 2025. "Digital transformation and enterprise employment," International Review of Economics & Finance, Elsevier, vol. 99(C).
- Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
- 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).
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2020. "Robots and the origin of their labour saving impact," DISCE - Working Papers del Dipartimento di Politica Economica dipe0009, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2020. "Robots and the origin of their labour-saving impact," LEM Papers Series 2020/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the origin of their labour-saving impact," MERIT Working Papers 2020-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the Origin of Their Labour-Saving Impact," IZA Discussion Papers 12967, IZA Network @ LISER.
- Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the origin of their labour-saving impact," GLO Discussion Paper Series 471, Global Labor Organization (GLO).
- 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).
- Chun, Hyunbae & Shin, Donghan, 2025. "Beyond automation: The multifaceted impact of advanced digital technologies on employment dynamics," Research Policy, Elsevier, vol. 54(10).
- 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.
- 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.
- 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.
- 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.
- Huang, Yuhong, 2024. "Digital transformation of enterprises: Job creation or job destruction?," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
- 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.
- Luca Eduardo Fierro & Alessandro Caiani & Alberto Russo, 2021. "Automation, job polarisation, and structural change," Working Papers 2021/09, Economics Department, Universitat Jaume I, Castellón (Spain).
- 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).
- 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).
- 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.
- 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).
- 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).
- Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- 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).
- 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).
- 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.
- Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0254993. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/plo/pone00/0254993.html