ANN, circular economy, consumption policy, industrial ecology, K-means cluster, machine learning, ANNs, Artificial Neural Networks, policy, Production

Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684, Kwong, Caleb and Sena, Vania (2023) The effect of consumption and production policies on circular economy business models: A machine learning approach. Journal of Industrial Ecology. ISSN 1088-1980 (Print), 1530-9290 (Online) (doi:10.1111/jiec.13397)

CE; digitalisation; innovation; SMEs; strategic orientation

Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268, Fernandez De Arroyabe Aranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 and Fernandez De Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0002-6866-0684 (2024) The integration of circular economy and digital transformation as a catalyst for small and medium enterprise innovation. Business Strategy and the Environment. pp. 1-20. ISSN 0964-4733 (Print), 1099-0836 (Online) (doi:10.1002/bse.3858)

circular economy, institutional theory, consumption policies, circular economy business model, institutional pressures, european union, CEBM

Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684 and Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268 (2023) Institutional theory and circular economy business models: The case of the European Union and the role of consumption policies. Journal of Environmental Management, 340:117906. ISSN 0301-4797 (doi:10.1016/j.jenvman.2023.117906)

circular economy; smes; small and medium enterprises; implementation; organisational transformation; internal barriers; feasibility barriers; resource-related barriers; strategic orientation; environmental activities; gradual integration approach

Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684, Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268 and Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 (2024) Organisational transformation toward circular economy in SMEs: the effect of internal barriers. Journal of Cleaner Production, 456:142307. pp. 1-10. ISSN 0959-6526 (doi:10.1016/j.jclepro.2024.142307)

cooperation; dynamic capabilities; eco-innovation; strategic orientations

Arranz, Nieves, Arroyabe, Marta F., Li, Jun, F. A. Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 and Fernandez de Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0003-1451-3782 (2022) An integrated view of eco‐innovation in the service sector: dynamic capability, cooperation and corporate environmentalism. Business Strategy and the Environment. pp. 1-14. ISSN 0964-4733 (Print), 1099-0836 (Online) (doi:10.1002/bse.3276)

cybercrime, SMEs, cyberspace theory, fear, taxonomy

Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268, Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684, De Arroyabe, Ignacio Fernandez and de Arroyabe, Juan Carlos Fernandez ORCID: https://orcid.org/0000-0003-1451-3782 (2024) Revealing the realities of cybercrime in small and medium enterprises: understanding fear and taxonomic perspectives. Computers and Security, 141:103826. ISSN 0167-4048 (Print), 1872-6208 (Online) (doi:10.1016/j.cose.2024.103826)

cybersecurity capabilities; cyber-attacks; organizations’ strategy; cybersecurity investment; cybersecurity systems; machine learning

Fernandez De Arroyabe, Ignacio, F.A. Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684, Arroyabe, Marta F. and Fernandez de Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0003-1451-3782 (2022) Cybersecurity capabilities and cyber-attacks as drivers of investment in cybersecurity systems: A UK survey for 2018 and 2019. Computers and Security, 124:102954. pp. 1-17. ISSN 0167-4048 (doi:10.1016/j.cose.2022.102954)

cybersecurity, small and medium enterprises, smes, cybersecurity standards, board involvement, institutional theory, stakeholder theory, artificial neural networks, k-means clustering, supply chain, environmental influences, iso 27001, cyber essentials, national cyber security centre, cybersecurity governance, cybersecurity implementation, organizational behaviour, cyber threats, digital transformation, information security, cyber risk management, cybersecurity policy, cybersecurity resilience, cybersecurity awareness, business environment, regulatory compliance, cybersecurity strategy, organizational cybersecurity, uk

Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268, Arranz, Carlos F. A. ORCID: https://orcid.org/0000-0002-6866-0684, De Arroyabe, Ignacio Fernandez and Fernandez de Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0003-1451-3782 (2024) Navigating cybersecurity: environment’s impact on standards adoption and board involvement. Journal of Computer Information Systems. ISSN 0887-4417 (Print), 2380-2057 (Online) (doi:10.1080/08874417.2024.2394440)

cybersecurity; SME; merit-good; cybersecurity control; cybersecurity management; cybersecurity incidents

Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268, Fernandez De Arroyabe Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684, Fernandez De Arroyabe, Ignacio and Fernandez de Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0003-1451-3782 (2024) Exploring the economic role of cybersecurity in SMEs: A case study of the UK. Technology in Society, 78:102670. pp. 1-10. ISSN 0160-791X (doi:10.1016/j.techsoc.2024.102670)

cybersecurity; resilience; SMEs; cybersecurity incidents; cybersecurity impacts; cybersecurity systems

Fernandez de Arroyabe, Juan Carlos, Arroyabe, Marta F., Fernandez, Ignacio and Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684 (2023) Cybersecurity resilience in SMEs: a machine learning approach. Journal of Computer Information Systems. pp. 1-17. ISSN 0887-4417 (Print), 2380-2057 (Online) (doi:10.1080/08874417.2023.2248925)

digitalisation; dynamics; SME; system dynamics; Artificial intelligence

Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684, Arroyabe, Marta F., Arranz, Nieves and de Arroyabe, Juan Carlos Fernandez (2023) Digitalisation dynamics in SMEs: an approach from systems dynamics and Artificial intelligence. Technological Forecasting and Social Change, 196:122880. pp. 1-18. ISSN 0040-1625 (Print), 1873-5509 (Online) (doi:10.1016/j.techfore.2023.122880)

digitalization; cybersecurity; SMEs; bibliometric analysis

Arroyabe, Marta F., Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684, Fernandez De Arroyabe, Juan Carlos and Fernandez, Ignacio (2024) Digitalization and cybersecurity in SMEs: a bibliometric analysis. Procedia Computer Science, 237. pp. 80-87. ISSN 1877-0509 (doi:10.1016/j.procs.2024.05.082)

eco-innovation; environmental innovation; system dynamics; dynamic modelling; machine learning; artificial neural networks; interaction effects; drivers; feedback loops; complex systems

Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684 (2024) A system dynamics approach to modelling eco‐innovation drivers in companies: understanding complex interactions using machine learning. Business Strategy and the Environment. pp. 1-24. ISSN 0964-4733 (Print), 1099-0836 (Online) (doi:10.1002/bse.3704)

eco-innovations, regional, heterogeneity, geographical, factors, regional innovation systems, regional factors, determinants, eco-innovation, regional interaction, regional characteristics, density, companies, region, per capita income, financing mechanisms

Arranz, Nieves, Arroyabe, Carlos F. ORCID: https://orcid.org/0000-0002-6866-0684 and Fernandez de Arroyabe, Juan Carlos ORCID: https://orcid.org/0000-0003-1451-3782 (2019) The effect of regional factors in the development of eco‐innovations in the firm. Business Strategy and the Environment, 28 (7). pp. 1406-1415. ISSN 0964-4733 (Print), 1099-0836 (Online) (doi:10.1002/bse.2322)

electric vehicle battery, dynamic topic modelling, literature review

Sang, V.T.D, Duong, Quang Huy ORCID: https://orcid.org/0000-0003-2108-2976, Zhou, Li ORCID: https://orcid.org/0000-0001-7132-5935 and Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 (2024) Electric vehicle battery technologies and capacity prediction: a comprehensive literature review of trends and influencing factors. Batteries, 10 (12):451. ISSN 2313-0105 (Online) (doi:10.3390/batteries10120451)

entrepreneurial university; academic entrepreneurship; text mining; topic modelling; latent dirichlet allocation algorithm

Arroyabe, Marta F., Schumann, Martin and Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 (2022) Mapping the entrepreneurial university literature: a text mining approach. Studies in Higher Education, 47 (5). pp. 955-963. ISSN 0307-5079 (Print), 1470-174X (Online) (doi:10.1080/03075079.2022.2055318)

industry 4.0; digitalisation; IT security issues; barriers; challenges; industrial internet of things; ANN-MLP

Arroyabe, Marta F., Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684, Fernandez de Arroyabe, Ignacio Fernandez de and Fernandez de Arroyabe, Juan Carlos (2024) The effect of IT security issues on the implementation of industry 4.0 in SMEs: barriers and challenges. Technological Forecasting and Social Change, 199:123051. pp. 1-13. ISSN 0040-1625 (Print), 1873-5509 (Online) (doi:10.1016/j.techfore.2023.123051)

institutional pressures; circular economy; machine learning; ANN model

Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684, Sena, Vania and Kwong, Caleb (2022) Institutional pressures as drivers of circular economy in firms: a machine learning approach. Journal of Cleaner Production, 355:131738. ISSN 0959-6526 (doi:10.1016/j.jclepro.2022.131738)

self-management teams; higher education institutions; formation; satisfaction; effectiveness

Alberto Perez, Carlos ORCID: https://orcid.org/0000-0002-9739-5023, Arroyabe, Marta F. ORCID: https://orcid.org/0000-0003-3223-0268, Ubierna, Francisco, Arranz, Carlos F.A. ORCID: https://orcid.org/0000-0002-6866-0684 and Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 (2023) The formation of self-management teams in Higher Education institutions. Satisfaction and effectiveness. Studies in Higher Education, 48 (6). pp. 910-925. ISSN 0307-5079 (Print), 1470-174X (Online) (doi:10.1080/03075079.2023.2172565)

technological innovation; system modelling; organizations; complexity theory; green products; dynamic scheduling; artificial neural network (ANN models); circular economy (CE), decision trees; financial support policies; innovation; machine-learning policies

Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684, Sena, Vania and Kwong, Caleb (2023) Dynamic capabilities and institutional complexity: exploring the impact of innovation and financial support policies on the circular economy. IEEE Transactions on Engineering Management. pp. 1-15. ISSN 0018-9391 (Print), 1558-0040 (Online) (doi:10.1109/TEM.2023.3286953)

university-enterprise cooperation; employability; employer; social capital, higher education

Arranz, Nieves, Arroyabe, Marta F., Sena, Vania, Fernandez De Arroyabe Arranz, Carlos ORCID: https://orcid.org/0000-0002-6866-0684 and Fernandez de Arroyabe, Juan Carlos (2022) University-enterprise cooperation for the employability of higher education graduates: a social capital approach. Studies in Higher Education, 47 (5). pp. 990-999. ISSN 0307-5079 (Print), 1470-174X (Online) (doi:10.1080/03075079.2022.2055323)