Patrick Mikalef
About
Patrick Mikalef is a Professor in Data Science and Information Systems at the Department of Computer Science. In the past, he has been a Marie Skłodowska-Curie post-doctoral research fellow working on the research project "Competitive Advantage for the Data-driven Enterprise" (CADENT). He received his B.Sc. in Informatics from the Ionian University, his M.Sc. in Business Informatics for Utrecht University, and his Ph.D. in IT Strategy from the Ionian University. His research interests focus the on strategic use of information systems and IT-business value in turbulent environments. He has published work in international conferences and peer-reviewed journals including the Journal of Business Research, British Journal of Management, Information and Management, Industrial Management & Data Systems, and Information Systems and e-Business Management.
Publications
2024
-
Szalkowski, Gabriel Andy;
Mikalef, Patrik;
Windekilde, Iwona Maria.
(2024)
Systematic literature review on solutions to the negative environmental impacts of ICT.
Telematics and Informatics Reports
Academic literature review
-
Litvinova, Yulia;
Mikalef, Patrik;
Luo, Xin.
(2024)
Framework for human–XAI symbiosis: extended self from the dual-process theory perspective.
Journal of business analytics
Academic article
-
Mahmud, Hasan;
Islam, A.K.M. Najmul;
Luo, Xin (Robert);
Mikalef, Patrik.
(2024)
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance.
Decision Support Systems
Academic article
-
Peretz-Andersson, Einav;
Tabares, Sabrina;
Mikalef, Patrik;
Parida, Vinit.
(2024)
Artificial intelligence implementation in manufacturing SMEs: A resource orchestration approach.
International Journal of Information Management
Academic article
-
Alharmoodi, Ahmed Abdulla;
Khan, Mehmood;
Mertzanis, Charilaos;
Gupta, Shivam;
Mikalef, Patrik;
Parida, Vinit.
(2024)
Co-creation and critical factors for the development of an efficient public e-tourism system.
Journal of Business Research
Academic article
-
Abubakar, A.Mohammed;
Türkmen, Ahmet;
Işik, Volkan;
Mikalef, Patrik;
Turel, Ofir.
(2024)
Exploring the complementary effects of business analytics capabilities and π-shaped skills on innovation outcomes.
European Journal of Information Systems
Academic article
-
Vatn, Dorthea Mathilde Kristin;
Mikalef, Patrik.
(2024)
Explainable AI (XAI) and Business Value — An Organizational Perspective.
European Conference on Information Systems
Academic article
-
Hjelle, Sara;
Mikalef, Patrik;
Altwaijry, Najwa;
Parida, Vinit.
(2024)
Organizational decision making and analytics: An experimental study on dashboard visualizations.
Information & Management
Academic article
-
Madanaguli, Arun;
Sjödin, David;
Parida, Vinit;
Mikalef, Patrik.
(2024)
Artificial intelligence capabilities for circular business models: Research synthesis and future agenda.
Technological Forecasting and Social Change
Academic article
-
Waheed, Mehwish;
Ul-Ain, Noor;
Riezebos, Jan;
Mikalef, Patrik.
(2024)
Satisfaction as a function of user justice: a social exchange theory perspective.
Technology Analysis & Strategic Management
Academic article
-
Söderström, Charlotte;
Mikalef, Patrik;
Landmark, Andreas D.;
Gupta, Shivam.
(2024)
Augmented reality (AR) marketing and consumer responses: A study of cue-utilization and habituation.
Journal of Business Research
Academic article
-
Hansen, Hans Fredrik;
Lillesund, Elise;
Mikalef, Patrik;
Altwaijry, Νajwa.
(2024)
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model.
Information Systems Frontiers
Academic article
-
Mikalef, Patrik.
(2024)
Theorizing XAI - a Layered Concept Being Multidisciplinary at Its Core.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Vatn, Dorthea Mathilde Kristin;
Mikalef, Patrik.
(2024)
Theorizing XAI - a Layered Concept Being Multidisciplinary at Its Core.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
2023
-
Haque, Bahalul;
Islam, Najmul;
Mikalef, Patrik.
(2023)
Explainable Artificial Intelligence (XAI) from a user perspective: A synthesis of prior literature and problematizing avenues for future research.
Technological Forecasting and Social Change
Academic article
-
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Mikalef, Patrik;
Saprong, David.
(2023)
Coopetition in the platform economy from ethical and firm performance perspectives.
Journal of Business Research
Academic article
-
Korotkova, Nataliia;
Benders, Josephus Gerardus;
Mikalef, Patrik;
Cameron, David.
(2023)
Maneuvering between skepticism and optimism about hyped technologies: Building trust in digital twins.
Information & Management
Academic article
-
Mikalef, Patrik;
Lemmer, Kristina;
Schaefer, Cindy;
Ylinen, Maija;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2023)
Examining how AI capabilities can foster organizational performance in public organizations.
Government Information Quarterly: an international journal of information technology management, policies, and practices
Academic article
-
Mikalef, Patrik;
Islam, Najmul;
Parida, Vinit;
Singh, Harkamaljit;
Altwaijry, Najwa.
(2023)
Artificial intelligence (AI) competencies for organizational performance: A B2B marketing capabilities perspective.
Journal of Business Research
Academic article
-
Pappas, Ilias;
Mikalef, Patrik;
Yogesh K., Dwivedi;
Jaccheri, Maria Letizia;
Krogstie, John.
(2023)
Responsible Digital Transformation for a Sustainable Society.
Information Systems Frontiers
Editorial
-
Trocin, Cristina;
Stige, Åsne;
Mikalef, Patrik.
(2023)
Machine Learning (ML) diffusion in the design process: A study of Norwegian design consultancies.
Technological Forecasting and Social Change
Academic article
-
Horvat, Djerdj;
Baumgartner, Marco;
Kinkel, Steffen;
Mikalef, Patrik.
(2023)
Examining Heterogeneous Patterns of AI Capabilities.
IFIP Advances in Information and Communication Technology
Academic article
-
Stige, Åsne;
Zamani, Efpraxia D.;
Mikalef, Patrik;
Zhu, Yuzhen.
(2023)
Artificial intelligence (AI) for user experience (UX) design: a systematic literature review and future research agenda.
Information Technology and People
Academic literature review
-
Chand, Pushpendu;
Kumar Tarei, Pradeep;
Kumar Gangadhari, Rajan;
Mikalef, Patrik.
(2023)
IoT Capabilities in Regaining Travelers' Confidence Through Touchless Travel: An Empirical Study for the Revival of the Airline Sector.
IEEE transactions on engineering management
Academic article
-
Mikalef, Patrik;
Sharma, Kshitij;
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Parida, Vinit;
Gupta, Shivam.
(2023)
All eyes on me: Predicting consumer intentions on social commerce platforms using eye-tracking data and ensemble learning.
Decision Support Systems
Academic article
-
Szalkowski, Gabriel Andy;
Mikalef, Patrik.
(2023)
Understanding digital platform evolution using compartmental models.
Technological Forecasting and Social Change
Academic article
-
Papagiannidis, Emmanouil;
Mikalef, Patrik;
Conboy, Kieran;
van de Wetering, Rogier.
(2023)
Uncovering the dark side of AI-based decision-making: A case study in a B2B context.
Industrial Marketing Management
Academic article
-
Ooi, Keng-Boon;
Wei-Han Tan, Garry;
Al-Emran, Mostafa;
Al‑Sharafi, Mohammed A.;
Capatina, Alexandru;
Chakraborty, Amrita.
(2023)
The Potential of Generative Artificial Intelligence Across Disciplines: Perspectives and Future Directions.
Journal of Computer Information Systems
Academic article
-
Han, Shuihua;
Liu, Zhenyuan;
Deng, Ziyue;
Gupta, Shivam;
Mikalef, Patrik.
(2023)
Exploring the effect of digital CSR communication on firm performance: A deep learning approach.
Decision Support Systems
Academic article
2022
-
Holgeid, Knut Kjetil;
Krogstie, John;
Mikalef, Patrick;
Saur, Eirik Eide;
Sjøberg, Dag.
(2022)
Benefits management and Information Technology work distribution.
IET Software
Academic article
-
Dubey, Rameshwar;
Gupta, Manjul;
Mikalef, Patrick;
Akter, Shahriar.
(2022)
Incorporating blockchain technology in information systems research.
International Journal of Information Management
Editorial
-
Janiesch, Christian;
Dinter, Barbara;
Mikalef, Patrick;
Tona, Olgerta.
(2022)
Business analytics and big data research in information systems.
Journal of business analytics
Editorial
-
Korherr, Philipp;
Kanbach, Dominik;
Kraus, Sascha;
Mikalef, Patrik.
(2022)
From intuitive to data-driven decision-making in digital transformation: A framework of prevalent managerial archetypes.
Digital Business
Academic article
-
van de Wetering, Rogier;
Mikalef, Patrik;
Dennehy, Denis.
(2022)
Artificial Intelligence Ambidexterity, Adaptive Transformation Capability, and Their Impact on Performance Under Tumultuous Times.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Mikalef, Patrik.
(2022)
Examining the Dimensions of Adopting Natural Language Processing and Big Data Analytics Applications in Firms.
IEEE transactions on engineering management
Academic article
-
Papagiannidis, Emmanouil;
Mikalef, Patrick;
Krogstie, John;
Conboy, Kieran.
(2022)
From Responsible AI Governance to Competitive Performance: The Mediating Role of Knowledge Management Capabilities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Steininger, Dennis;
Mikalef, Patrick;
Pateli, Adamantia;
Ortiz de Guinea, Ana.
(2022)
Dynamic Capabilities in Information Systems Research: A Critical Review, Synthesis of Current Knowledge, and Recommendations for Future Research.
Journal of the AIS
Academic literature review
-
Chatterjee, Sheshadri;
Mikalef, Patrick;
Khorana, Sangeeta;
Kizgin, Hatice.
(2022)
Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory.
Information Systems Frontiers
Academic article
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Dremel, Christian;
Mikalef, Patrick;
Krogstie, John.
(2022)
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes.
Information Systems Frontiers
Academic article
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
Digital Transformation in Norwegian Enterprises.
Springer
Springer
Academic anthology/Conference proceedings
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
An Introduction to Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Mikalef, Patrick.
(2022)
The Case of Norway and Digital Transformation over the Years.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
A Framework for Digital Transformation for Research and Practice: Putting Things into Perspective.
Springer
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Mikalef, Patrick.
(2022)
The Way Forward: A Practical Guideline for Successful Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
Concluding Remarks and Final Thoughts on Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Conboy, Kieran;
Lundström, Jenny Eriksson;
Popovič, Aleš.
(2022)
Thinking responsibly about responsible AI and ‘the dark side’ of AI.
European Journal of Information Systems
Editorial
2021
-
Parmiggiani, Elena;
Kempton, Alexander Moltubakk;
Mikalef, Patrick.
(2021)
Foreword: Living in a digital world?.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Kempton, Alexander Moltubakk;
Mikalef, Patrick.
(2021)
Proceedings of the12th Scandinavian Conference on Information Systems (SCIS2021).
Association for Information Systems (AIS)
Association for Information Systems (AIS)
Academic anthology/Conference proceedings
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
Towards a business analytics capability for the circular economy.
Technological Forecasting and Social Change
Academic article
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance.
International Journal of Production Economics
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Jaccheri, Maria Letizia;
Rana, Nripendra P..
(2021)
Editors’ reflections and introduction to the special section on ‘Artificial Intelligence and Business Value’.
International Journal of Information Management
Editorial
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2021)
Systematic literature review of E-learning capabilities to enhance organizational learning.
Information Systems Frontiers
Academic article
-
Mikalef, Patrick;
Gupta, Manjul.
(2021)
Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance.
Information & Management
Academic article
-
Abelsen, Simen Nordbø;
Vatne, Svenn-Helge;
Mikalef, Patrick;
Choudrie, Jyoti.
(2021)
Digital working during the COVID-19 pandemic: how task–technology fit improves work performance and lessens feelings of loneliness.
Information Technology and People
Academic article
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Dremel, Christian;
Mikalef, Patrick;
Krogstie, John.
(2021)
Deploying AI Governance Practices: A Revelatory Case Study
.
Springer Publishing Company
Academic chapter/article/Conference paper
-
Chatterjee, Sheshadri;
Rana, Nripendra P.;
Khorana, Sangeeta;
Mikalef, Patrick;
Sharma, Anuj.
(2021)
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach.
Information Systems Frontiers
Academic article
-
Trocin, Cristina;
Hovland, Ingrid Våge;
Mikalef, Patrick;
Dremel, Christian.
(2021)
How Artificial Intelligence affords digital innovation: A cross-case analysis of Scandinavian companies.
Technological Forecasting and Social Change
Academic article
-
Ågerfalk, Pär J.;
Conboy, Kieran;
Crowston, Kevin;
Lundström, Jenny S. Z. Eriksson;
Jarvenpaa, Sirkka;
Mikalef, Patrick.
(2021)
Artificial Intelligence in Information Systems: State of the Art and Research Roadmap.
Communications of the Association for Information Systems
Academic article
-
Mikalef, Patrick;
Conboy, Kieran;
Krogstie, John.
(2021)
Artificial intelligence as an enabler of B2B marketing: A dynamic capabilities micro-foundations approach.
Industrial Marketing Management
Academic article
-
Collins, Christopher;
Dennehy, Denis;
Conboy, Kieran;
Mikalef, Patrick.
(2021)
Artificial intelligence in information systems research: A systematic literature review and research agenda.
International Journal of Information Management
Academic article
-
Peretz-Andersson, Einav;
Lavesson, Niklas;
Bifet, Albert;
Mikalef, Patrick.
(2021)
AI Transformation in the Public Sector: Ongoing Research.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Schaefer, Cindy;
Lemmer, Kristina;
Kret, Samy;
Ylinen, Maija;
Mikalef, Patrick;
Niehaves, Bjoern.
(2021)
Truth or Dare? – How can we Influence the Adoption of Artificial Intelligence in Municipalities?.
Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS)
Academic article
-
Mikalef, Patrick;
Lemmer, Kristina;
Schaefer, Cindy;
Ylinen, Maija;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2021)
Enabling AI capabilities in government agencies: A study of determinants for European municipalities.
Government Information Quarterly: an international journal of information technology management, policies, and practices
Academic article
-
Gupta, Manjul;
Shoja, Amin;
Mikalef, Patrick.
(2021)
Toward the understanding of national culture in the success of non‐pharmaceutical technological interventions in mitigating COVID-19 pandemic.
Annals of Operations Research
Academic article
-
Enholm, Ida Merete;
Papagiannidis, Emmanouil;
Mikalef, Patrick;
Krogstie, John.
(2021)
Artificial Intelligence and Business Value: a Literature Review.
Information Systems Frontiers
Academic article
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Mikalef, Patrick;
Krogstie, John.
(2021)
STRUCTURING AI RESOURCES TO BUILD AN AI CAPABILITY: A CONCEPTUAL FRAMEWORK.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Trocin, Cristina;
Mikalef, Patrick;
Papamitsiou, Zacharoula;
Conboy, Kieran.
(2021)
Responsible AI for Digital Health: a Synthesis and a Research Agenda.
Information Systems Frontiers
Academic article
2020
-
Papamitsiou, Zacharoula;
Mikalef, Patrick.
(2020)
Mapping the Intellectual Progress in e-Business, e-Services and e-Society from 2001 to 2019.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2020)
The role of information governance in big data analytics driven innovation.
Information & Management
Academic article
-
Mikalef, Patrick;
Krogstie, John.
(2020)
Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities.
European Journal of Information Systems
Academic article
-
Mikalef, Patrick;
van de wetering, Rogier;
Krogstie, John.
(2020)
Building dynamic capabilities by leveraging big data analytics: The role of organizational inertia.
Information & Management
Academic article
-
Parra, Carlos;
Gupta, Manjul;
Mikalef, Patrick.
(2020)
Information and communication technologies (ICT)-enabled severe moral communities and how the (Covid19) pandemic might bring new ones.
International Journal of Information Management
Academic article
-
Mikalef, Patrick;
Pateli, Adamantia;
van de wetering, Rogier.
(2020)
IT architecture flexibility and IT governance decentralisation as drivers of IT-enabled dynamic capabilities and competitive performance: The moderating effect of the external environment.
European Journal of Information Systems
Academic article
-
Pappas, Ilias;
Papavlasopoulou, Sofia;
Mikalef, Patrick;
Giannakos, Michail.
(2020)
Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach.
International Journal of Information Management
Academic article
-
Pappas, Ilias;
Sharma, Kshitij;
Mikalef, Patrick;
Giannakos, Michail.
(2020)
How Quickly Can We Predict Users’ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Dwivedi, Yogesh K.;
Jaccheri, Maria Letizia;
Krogstie, John;
Mäntymäki, M.
(2020)
Digital Transformation for a Sustainable Society in the 21st Century: I3E 2019 IFIP WG 6.11 International Workshops Trondheim, Norway, September 18–20, 2019 Revised Selected Papers.
Springer
IFIP Advances in Information and Communication Technology (1)
Academic anthology/Conference proceedings
-
Kristoffersen, Eivind;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2020)
The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies.
Journal of Business Research
Academic literature review
-
Mikalef, Patrick;
Sharma, Kshitij;
Pappas, Ilias;
Giannakos, Michail.
(2020)
Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study.
Information Systems Frontiers
Academic article
2019
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Kourouthanassis, Panos.
(2019)
Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach.
Internet Research
Academic article
-
Mikalef, Patrick;
Krogstie, John;
Pappas, Ilias;
Pavlou, Paul.
(2019)
Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities.
Information & Management
Academic article
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
An Examination of Task-Technology Fit in Public Administration and Management: A Configurational Approach
.
IEEE Conference on Business Informatics (CBI)
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Configurations of Big Data Analytics for Firm Performance: An fsQCA approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
van de wetering, Rogier;
Mikalef, Patrick;
Krogstie, John.
(2019)
Strategic Value Creation through Big Data Analytics Capabilities: A Configurational Approach
.
IEEE Conference on Business Informatics (CBI)
Academic article
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2019)
Technology-Enhanced Organizational Learning: A Systematic Literature Review.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Holgeid, Knut Kjetil;
Krogstie, John;
Mikalef, Patrick.
(2019)
The relations between IT work distribution, project benefits management and organizational performance.
NOKOBIT: Norsk konferanse for organisasjoners bruk av informasjonsteknologi
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Pavlou, Paul.
(2019)
Big data and business analytics: A research agenda for realizing business value.
Information & Management
Academic article
-
Mikalef, Patrick;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2019)
Developing an artificial intelligence capability: A theoretical framework for business value
.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Big data analytics and firm performance: Findings from a mixed-method approach.
Journal of Business Research
Academic article
-
Mikalef, Patrick;
Krogstie, John.
(2019)
Investigating the data science skill gap: An empirical analysis.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Dwivedi, Yogesh K.;
Jaccheri, Maria Letizia;
Krogstie, John;
Mäntymäki, Matti.
(2019)
Digital Transformation for a Sustainable Society in the 21st Century. 18th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2019, Trondheim, Norway, September 18–20, 2019, Proceedings.
Springer Publishing Company
Lecture Notes in Computer Science (LNCS) (1)
Academic anthology/Conference proceedings
-
van de wetering, Rogier;
Mikalef, Patrick;
Krogstie, John.
(2019)
Big Data is Power: Business Value from a Process Oriented Analytics Capability.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Big Data Analytics Capabilities and Innovation: The Mediating Role of Dynamic Capabilities and Moderating Effect of the Environment.
British Journal of Management
Academic article
-
Conboy, Kieran;
Mikalef, Patrick;
Dennehy, Denis;
Krogstie, John.
(2019)
Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda.
European Journal of Operational Research
Academic article
-
Mikalef, Patrick;
Torvatn, Hans Yngvar;
Arica, Emrah.
(2019)
Task-Technology Fit in Manufacturing: Examining Human-Machine Symbiosis Through a Configurational Approach.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2019)
Artificial Intelligence in the Public Sector: A Study of Challenges and Opportunities for Norwegian Municipalities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kristoffersen, Eivind;
Omotola, Oluseun Aremu;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2019)
Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
An Examination of Task-Technology Fit in Public Administration and Management: A Configurational Approach.
Springer Publishing Company
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
A configurational approach to task-technology fit in the healthcare sector.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick.
(2019)
Big data and application.
Edward Elgar Publishing
Chapter
2018
-
Pappas, Ilias;
Mora, Simone;
Jaccheri, Maria Letizia;
Mikalef, Patrick.
(2018)
Empowering Social Innovators through Collaborative and Experiential Learning.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Giannakos, Michail;
Pappas, Ilias;
Krogstie, John.
(2018)
The human side of big data: Understanding the skills of the data scientist in education and industry
.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2018)
Influence of Data Analysis, Entrepreneurial and Business Skills on Information Technology Firms: A Dynamic Capabilities Approach.
Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS)
Academic article
-
Mikalef, Patrick;
Krogstie, John;
van de wetering, Rogier;
Pappas, Ilias.
(2018)
A stage model for uncovering inertia in big data analytics adoption.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John.
(2018)
Big Data Governance and Dynamic Capabilities: The Moderating effect of Environmental Uncertainty.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John;
van de wetering, Rogier;
Pappas, Ilias.
(2018)
Information Governance in the Big Data Era: Aligning Organizational Capabilities.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2018)
Complementarities between information governance and big data analytics capabilities on innovation.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John.
(2018)
Big Data Analytics as an Enabler of Process Innovation Capabilities: A Configurational Approach
.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
van de wetering, Rogier;
Krogstie, John.
(2018)
Big Data Enabled Organizational Transformation: The Effect of Inertia in Adoption and Diffusion.
Lecture Notes in Business Information Processing
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2018)
Big Data and Business Analytics Ecosystems: Paving the way towards digital transformation and sustainable societies.
Information Systems and E-Business Management
Academic article
2017
-
van de wetering, Rogier;
Mikalef, Patrick.
(2017)
The effect of strategic alignment of complementary IT
and organizational capabilities on competitive firm
performance.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Giannakos, Michail;
Pappas, Ilias.
(2017)
Designing social commerce platforms based on consumers ’ intentions.
Behaviour and Information Technology
Academic article
-
Giannakos, Michail;
Pappas, Ilias;
Mikalef, Patrick.
(2017)
The role of contemporary skills in information technology professionals: An FsQCA approach.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Sharma, Kshitij;
Pappas, Ilias;
Giannakos, Michail.
(2017)
Online reviews or marketer information? An eye-tracking study on social commerce consumers.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail;
Sharma, Kshitij.
(2017)
Determining consumer engagement in word-of-mouth: Trust and network ties in a social commerce setting.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pappas, Ilias;
Papavlasopoulou, Sofia;
Kourouthanassis, Panos;
Mikalef, Patrick;
Giannakos, Michail.
(2017)
Motivations and emotions in social media: Explaining users' satisfaction with FsQCA.
Lecture Notes in Computer Science (LNCS)
Academic article
-
van de wetering, Rogier;
Mikalef, Patrick;
Helms, Remko.
(2017)
Driving organizational sustainability-oriented innovation capabilities: a complex adaptive systems perspective.
Current Opinion in Environmental Sustainability
Academic literature review
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Giannakos, Michail.
(2017)
Big data analytics capabilities: a systematic literature
review and research agenda.
Information Systems and E-Business Management
Academic article
-
Giannakos, Michail;
Aalberg, Trond;
Divitini, Monica;
Jaccheri, Maria Letizia;
Mikalef, Patrick;
Pappas, Ilias.
(2017)
Identifying Dropout Factors in Information
Technology Education: A Case Study.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
van de Wetering, Rogier;
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
A strategic alignment model for IT flexibility and dynamic capabilities: Towards an assessment tool.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Kourouthanassis, Panos;
Mikalef, Patrick;
Pappas, Ilias;
Kostagiolas, Petros.
(2017)
Explaining travellers online information satisfaction: A complexity theory approach on information needs, barriers, sources and personal characteristics.
Information & Management
Academic article
-
Mikalef, Patrick;
Framnes, Vetle Augustin;
Danielsen, Frank;
Krogstie, John;
Olsen, Dag Håkon.
(2017)
Big Data Analytics Capability: Antecedents and Business Value.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Jaccheri, Maria Letizia;
Mikalef, Patrick;
Giannakos, Michail.
(2017)
Social Innovation And Social Entrepreneurship Through Big Data: Developing A Reseach Agenda.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Pavlou, Paul.
(2017)
Value Co-Creation and Trust in Social Commerce: An fsQCA approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrick;
Kourouthanassis, Panos;
Giannakos, Michail.
(2017)
Fuzzy-Set Analysis to Understand User Experience in Mobile Applications.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail.
(2017)
Value co-creation and purchase intention in social commerce: The enabling role of word-of-mouth and trust.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
van de wetering, Rogier;
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
Managing firms’ innovation capabilities through strategically aligning combinative IT and dynamic capabilities.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrik;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2017)
Social Media and Analytics for Competitive Performance: A Conceptual Research Framework.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrik;
Kourouthanassis, Panos;
Pateli, Adamantia.
(2017)
Online information search behaviour of physicians
.
Health Information and Libraries Journal
Academic article
-
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA.
Journal of Business Research
Academic article
-
Pappas, Ilias;
Giannakos, Michail;
Mikalef, Patrik.
(2017)
Investigating students’ use and adoption of with-video assignments: lessons learnt for video-based open educational resources.
Journal of Computing in Higher Education
Academic article
2016
-
Pateli, Adamantia;
Mikalef, Patrick;
Mylonas, Phivos.
(2016)
Closing the innovation gap in the Adriatic Region: Greece.
University of Trieste
Academic anthology/Conference proceedings
-
Mikalef, Patrik;
Pappas, Ilias;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2016)
Big Data and Strategy: A research Framework.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrik;
Pappas, Ilias;
Giannakos, Michail.
(2016)
Consumer intentions on social media: A fsQCA analysis of motivations.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pappas, Ilias;
Aalberg, Trond;
Giannakos, Michail;
Jaccheri, Maria Letizia;
Mikalef, Patrik;
Sindre, Guttorm.
(2016)
Gender Differences in Computer Science Education: Lessons Learnt from an Empirical Study at NTNU.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Pappas, Ilias;
Mikalef, Patrik;
Giannakos, Michail.
(2016)
User Experience in Personalized E-Commerce: A Configurational Approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail.
(2016)
An integrative adoption model of video-based learning.
The international journal of information and learning technology
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail.
(2016)
Video-Based Learning Adoption: A typology of learners.
CEUR Workshop Proceedings
Academic article
-
Mikalef, Patrik.
(2016)
Developing IT-enabled Innovation Capabilities: A Dynamic Capabilities Approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
Journal publications
-
Szalkowski, Gabriel Andy;
Mikalef, Patrik;
Windekilde, Iwona Maria.
(2024)
Systematic literature review on solutions to the negative environmental impacts of ICT.
Telematics and Informatics Reports
Academic literature review
-
Litvinova, Yulia;
Mikalef, Patrik;
Luo, Xin.
(2024)
Framework for human–XAI symbiosis: extended self from the dual-process theory perspective.
Journal of business analytics
Academic article
-
Mahmud, Hasan;
Islam, A.K.M. Najmul;
Luo, Xin (Robert);
Mikalef, Patrik.
(2024)
Decoding algorithm appreciation: Unveiling the impact of familiarity with algorithms, tasks, and algorithm performance.
Decision Support Systems
Academic article
-
Peretz-Andersson, Einav;
Tabares, Sabrina;
Mikalef, Patrik;
Parida, Vinit.
(2024)
Artificial intelligence implementation in manufacturing SMEs: A resource orchestration approach.
International Journal of Information Management
Academic article
-
Alharmoodi, Ahmed Abdulla;
Khan, Mehmood;
Mertzanis, Charilaos;
Gupta, Shivam;
Mikalef, Patrik;
Parida, Vinit.
(2024)
Co-creation and critical factors for the development of an efficient public e-tourism system.
Journal of Business Research
Academic article
-
Abubakar, A.Mohammed;
Türkmen, Ahmet;
Işik, Volkan;
Mikalef, Patrik;
Turel, Ofir.
(2024)
Exploring the complementary effects of business analytics capabilities and π-shaped skills on innovation outcomes.
European Journal of Information Systems
Academic article
-
Vatn, Dorthea Mathilde Kristin;
Mikalef, Patrik.
(2024)
Explainable AI (XAI) and Business Value — An Organizational Perspective.
European Conference on Information Systems
Academic article
-
Hjelle, Sara;
Mikalef, Patrik;
Altwaijry, Najwa;
Parida, Vinit.
(2024)
Organizational decision making and analytics: An experimental study on dashboard visualizations.
Information & Management
Academic article
-
Madanaguli, Arun;
Sjödin, David;
Parida, Vinit;
Mikalef, Patrik.
(2024)
Artificial intelligence capabilities for circular business models: Research synthesis and future agenda.
Technological Forecasting and Social Change
Academic article
-
Waheed, Mehwish;
Ul-Ain, Noor;
Riezebos, Jan;
Mikalef, Patrik.
(2024)
Satisfaction as a function of user justice: a social exchange theory perspective.
Technology Analysis & Strategic Management
Academic article
-
Söderström, Charlotte;
Mikalef, Patrik;
Landmark, Andreas D.;
Gupta, Shivam.
(2024)
Augmented reality (AR) marketing and consumer responses: A study of cue-utilization and habituation.
Journal of Business Research
Academic article
-
Hansen, Hans Fredrik;
Lillesund, Elise;
Mikalef, Patrik;
Altwaijry, Νajwa.
(2024)
Understanding Artificial Intelligence Diffusion through an AI Capability Maturity Model.
Information Systems Frontiers
Academic article
-
Haque, Bahalul;
Islam, Najmul;
Mikalef, Patrik.
(2023)
Explainable Artificial Intelligence (XAI) from a user perspective: A synthesis of prior literature and problematizing avenues for future research.
Technological Forecasting and Social Change
Academic article
-
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Mikalef, Patrik;
Saprong, David.
(2023)
Coopetition in the platform economy from ethical and firm performance perspectives.
Journal of Business Research
Academic article
-
Korotkova, Nataliia;
Benders, Josephus Gerardus;
Mikalef, Patrik;
Cameron, David.
(2023)
Maneuvering between skepticism and optimism about hyped technologies: Building trust in digital twins.
Information & Management
Academic article
-
Mikalef, Patrik;
Lemmer, Kristina;
Schaefer, Cindy;
Ylinen, Maija;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2023)
Examining how AI capabilities can foster organizational performance in public organizations.
Government Information Quarterly: an international journal of information technology management, policies, and practices
Academic article
-
Mikalef, Patrik;
Islam, Najmul;
Parida, Vinit;
Singh, Harkamaljit;
Altwaijry, Najwa.
(2023)
Artificial intelligence (AI) competencies for organizational performance: A B2B marketing capabilities perspective.
Journal of Business Research
Academic article
-
Pappas, Ilias;
Mikalef, Patrik;
Yogesh K., Dwivedi;
Jaccheri, Maria Letizia;
Krogstie, John.
(2023)
Responsible Digital Transformation for a Sustainable Society.
Information Systems Frontiers
Editorial
-
Trocin, Cristina;
Stige, Åsne;
Mikalef, Patrik.
(2023)
Machine Learning (ML) diffusion in the design process: A study of Norwegian design consultancies.
Technological Forecasting and Social Change
Academic article
-
Horvat, Djerdj;
Baumgartner, Marco;
Kinkel, Steffen;
Mikalef, Patrik.
(2023)
Examining Heterogeneous Patterns of AI Capabilities.
IFIP Advances in Information and Communication Technology
Academic article
-
Stige, Åsne;
Zamani, Efpraxia D.;
Mikalef, Patrik;
Zhu, Yuzhen.
(2023)
Artificial intelligence (AI) for user experience (UX) design: a systematic literature review and future research agenda.
Information Technology and People
Academic literature review
-
Chand, Pushpendu;
Kumar Tarei, Pradeep;
Kumar Gangadhari, Rajan;
Mikalef, Patrik.
(2023)
IoT Capabilities in Regaining Travelers' Confidence Through Touchless Travel: An Empirical Study for the Revival of the Airline Sector.
IEEE transactions on engineering management
Academic article
-
Mikalef, Patrik;
Sharma, Kshitij;
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Parida, Vinit;
Gupta, Shivam.
(2023)
All eyes on me: Predicting consumer intentions on social commerce platforms using eye-tracking data and ensemble learning.
Decision Support Systems
Academic article
-
Szalkowski, Gabriel Andy;
Mikalef, Patrik.
(2023)
Understanding digital platform evolution using compartmental models.
Technological Forecasting and Social Change
Academic article
-
Papagiannidis, Emmanouil;
Mikalef, Patrik;
Conboy, Kieran;
van de Wetering, Rogier.
(2023)
Uncovering the dark side of AI-based decision-making: A case study in a B2B context.
Industrial Marketing Management
Academic article
-
Ooi, Keng-Boon;
Wei-Han Tan, Garry;
Al-Emran, Mostafa;
Al‑Sharafi, Mohammed A.;
Capatina, Alexandru;
Chakraborty, Amrita.
(2023)
The Potential of Generative Artificial Intelligence Across Disciplines: Perspectives and Future Directions.
Journal of Computer Information Systems
Academic article
-
Han, Shuihua;
Liu, Zhenyuan;
Deng, Ziyue;
Gupta, Shivam;
Mikalef, Patrik.
(2023)
Exploring the effect of digital CSR communication on firm performance: A deep learning approach.
Decision Support Systems
Academic article
-
Holgeid, Knut Kjetil;
Krogstie, John;
Mikalef, Patrick;
Saur, Eirik Eide;
Sjøberg, Dag.
(2022)
Benefits management and Information Technology work distribution.
IET Software
Academic article
-
Dubey, Rameshwar;
Gupta, Manjul;
Mikalef, Patrick;
Akter, Shahriar.
(2022)
Incorporating blockchain technology in information systems research.
International Journal of Information Management
Editorial
-
Janiesch, Christian;
Dinter, Barbara;
Mikalef, Patrick;
Tona, Olgerta.
(2022)
Business analytics and big data research in information systems.
Journal of business analytics
Editorial
-
Korherr, Philipp;
Kanbach, Dominik;
Kraus, Sascha;
Mikalef, Patrik.
(2022)
From intuitive to data-driven decision-making in digital transformation: A framework of prevalent managerial archetypes.
Digital Business
Academic article
-
van de Wetering, Rogier;
Mikalef, Patrik;
Dennehy, Denis.
(2022)
Artificial Intelligence Ambidexterity, Adaptive Transformation Capability, and Their Impact on Performance Under Tumultuous Times.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Chatterjee, Sheshadri;
Chaudhuri, Ranjan;
Mikalef, Patrik.
(2022)
Examining the Dimensions of Adopting Natural Language Processing and Big Data Analytics Applications in Firms.
IEEE transactions on engineering management
Academic article
-
Papagiannidis, Emmanouil;
Mikalef, Patrick;
Krogstie, John;
Conboy, Kieran.
(2022)
From Responsible AI Governance to Competitive Performance: The Mediating Role of Knowledge Management Capabilities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Steininger, Dennis;
Mikalef, Patrick;
Pateli, Adamantia;
Ortiz de Guinea, Ana.
(2022)
Dynamic Capabilities in Information Systems Research: A Critical Review, Synthesis of Current Knowledge, and Recommendations for Future Research.
Journal of the AIS
Academic literature review
-
Chatterjee, Sheshadri;
Mikalef, Patrick;
Khorana, Sangeeta;
Kizgin, Hatice.
(2022)
Assessing the Implementation of AI Integrated CRM System for B2C Relationship Management: Integrating Contingency Theory and Dynamic Capability View Theory.
Information Systems Frontiers
Academic article
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Dremel, Christian;
Mikalef, Patrick;
Krogstie, John.
(2022)
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes.
Information Systems Frontiers
Academic article
-
Mikalef, Patrick;
Conboy, Kieran;
Lundström, Jenny Eriksson;
Popovič, Aleš.
(2022)
Thinking responsibly about responsible AI and ‘the dark side’ of AI.
European Journal of Information Systems
Editorial
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
Towards a business analytics capability for the circular economy.
Technological Forecasting and Social Change
Academic article
-
Kristoffersen, Eivind;
Mikalef, Patrick;
Blomsma, Fenna;
Li, Jingyue.
(2021)
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance.
International Journal of Production Economics
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Jaccheri, Maria Letizia;
Rana, Nripendra P..
(2021)
Editors’ reflections and introduction to the special section on ‘Artificial Intelligence and Business Value’.
International Journal of Information Management
Editorial
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2021)
Systematic literature review of E-learning capabilities to enhance organizational learning.
Information Systems Frontiers
Academic article
-
Mikalef, Patrick;
Gupta, Manjul.
(2021)
Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance.
Information & Management
Academic article
-
Abelsen, Simen Nordbø;
Vatne, Svenn-Helge;
Mikalef, Patrick;
Choudrie, Jyoti.
(2021)
Digital working during the COVID-19 pandemic: how task–technology fit improves work performance and lessens feelings of loneliness.
Information Technology and People
Academic article
-
Chatterjee, Sheshadri;
Rana, Nripendra P.;
Khorana, Sangeeta;
Mikalef, Patrick;
Sharma, Anuj.
(2021)
Assessing Organizational Users’ Intentions and Behavior to AI Integrated CRM Systems: a Meta-UTAUT Approach.
Information Systems Frontiers
Academic article
-
Trocin, Cristina;
Hovland, Ingrid Våge;
Mikalef, Patrick;
Dremel, Christian.
(2021)
How Artificial Intelligence affords digital innovation: A cross-case analysis of Scandinavian companies.
Technological Forecasting and Social Change
Academic article
-
Ågerfalk, Pär J.;
Conboy, Kieran;
Crowston, Kevin;
Lundström, Jenny S. Z. Eriksson;
Jarvenpaa, Sirkka;
Mikalef, Patrick.
(2021)
Artificial Intelligence in Information Systems: State of the Art and Research Roadmap.
Communications of the Association for Information Systems
Academic article
-
Mikalef, Patrick;
Conboy, Kieran;
Krogstie, John.
(2021)
Artificial intelligence as an enabler of B2B marketing: A dynamic capabilities micro-foundations approach.
Industrial Marketing Management
Academic article
-
Collins, Christopher;
Dennehy, Denis;
Conboy, Kieran;
Mikalef, Patrick.
(2021)
Artificial intelligence in information systems research: A systematic literature review and research agenda.
International Journal of Information Management
Academic article
-
Schaefer, Cindy;
Lemmer, Kristina;
Kret, Samy;
Ylinen, Maija;
Mikalef, Patrick;
Niehaves, Bjoern.
(2021)
Truth or Dare? – How can we Influence the Adoption of Artificial Intelligence in Municipalities?.
Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS)
Academic article
-
Mikalef, Patrick;
Lemmer, Kristina;
Schaefer, Cindy;
Ylinen, Maija;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2021)
Enabling AI capabilities in government agencies: A study of determinants for European municipalities.
Government Information Quarterly: an international journal of information technology management, policies, and practices
Academic article
-
Gupta, Manjul;
Shoja, Amin;
Mikalef, Patrick.
(2021)
Toward the understanding of national culture in the success of non‐pharmaceutical technological interventions in mitigating COVID-19 pandemic.
Annals of Operations Research
Academic article
-
Enholm, Ida Merete;
Papagiannidis, Emmanouil;
Mikalef, Patrick;
Krogstie, John.
(2021)
Artificial Intelligence and Business Value: a Literature Review.
Information Systems Frontiers
Academic article
-
Trocin, Cristina;
Mikalef, Patrick;
Papamitsiou, Zacharoula;
Conboy, Kieran.
(2021)
Responsible AI for Digital Health: a Synthesis and a Research Agenda.
Information Systems Frontiers
Academic article
-
Papamitsiou, Zacharoula;
Mikalef, Patrick.
(2020)
Mapping the Intellectual Progress in e-Business, e-Services and e-Society from 2001 to 2019.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2020)
The role of information governance in big data analytics driven innovation.
Information & Management
Academic article
-
Mikalef, Patrick;
Krogstie, John.
(2020)
Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities.
European Journal of Information Systems
Academic article
-
Mikalef, Patrick;
van de wetering, Rogier;
Krogstie, John.
(2020)
Building dynamic capabilities by leveraging big data analytics: The role of organizational inertia.
Information & Management
Academic article
-
Parra, Carlos;
Gupta, Manjul;
Mikalef, Patrick.
(2020)
Information and communication technologies (ICT)-enabled severe moral communities and how the (Covid19) pandemic might bring new ones.
International Journal of Information Management
Academic article
-
Mikalef, Patrick;
Pateli, Adamantia;
van de wetering, Rogier.
(2020)
IT architecture flexibility and IT governance decentralisation as drivers of IT-enabled dynamic capabilities and competitive performance: The moderating effect of the external environment.
European Journal of Information Systems
Academic article
-
Pappas, Ilias;
Papavlasopoulou, Sofia;
Mikalef, Patrick;
Giannakos, Michail.
(2020)
Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach.
International Journal of Information Management
Academic article
-
Pappas, Ilias;
Sharma, Kshitij;
Mikalef, Patrick;
Giannakos, Michail.
(2020)
How Quickly Can We Predict Users’ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kristoffersen, Eivind;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2020)
The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies.
Journal of Business Research
Academic literature review
-
Mikalef, Patrick;
Sharma, Kshitij;
Pappas, Ilias;
Giannakos, Michail.
(2020)
Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study.
Information Systems Frontiers
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Kourouthanassis, Panos.
(2019)
Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach.
Internet Research
Academic article
-
Mikalef, Patrick;
Krogstie, John;
Pappas, Ilias;
Pavlou, Paul.
(2019)
Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities.
Information & Management
Academic article
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
An Examination of Task-Technology Fit in Public Administration and Management: A Configurational Approach
.
IEEE Conference on Business Informatics (CBI)
Academic article
-
van de wetering, Rogier;
Mikalef, Patrick;
Krogstie, John.
(2019)
Strategic Value Creation through Big Data Analytics Capabilities: A Configurational Approach
.
IEEE Conference on Business Informatics (CBI)
Academic article
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2019)
Technology-Enhanced Organizational Learning: A Systematic Literature Review.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Holgeid, Knut Kjetil;
Krogstie, John;
Mikalef, Patrick.
(2019)
The relations between IT work distribution, project benefits management and organizational performance.
NOKOBIT: Norsk konferanse for organisasjoners bruk av informasjonsteknologi
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Pavlou, Paul.
(2019)
Big data and business analytics: A research agenda for realizing business value.
Information & Management
Academic article
-
Mikalef, Patrick;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2019)
Developing an artificial intelligence capability: A theoretical framework for business value
.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Big data analytics and firm performance: Findings from a mixed-method approach.
Journal of Business Research
Academic article
-
Mikalef, Patrick;
Krogstie, John.
(2019)
Investigating the data science skill gap: An empirical analysis.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
van de wetering, Rogier;
Mikalef, Patrick;
Krogstie, John.
(2019)
Big Data is Power: Business Value from a Process Oriented Analytics Capability.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Big Data Analytics Capabilities and Innovation: The Mediating Role of Dynamic Capabilities and Moderating Effect of the Environment.
British Journal of Management
Academic article
-
Conboy, Kieran;
Mikalef, Patrick;
Dennehy, Denis;
Krogstie, John.
(2019)
Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda.
European Journal of Operational Research
Academic article
-
Mikalef, Patrick;
Fjørtoft, Siw Olsen;
Torvatn, Hans Yngvar.
(2019)
Artificial Intelligence in the Public Sector: A Study of Challenges and Opportunities for Norwegian Municipalities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kristoffersen, Eivind;
Omotola, Oluseun Aremu;
Blomsma, Fenna;
Mikalef, Patrick;
Li, Jingyue.
(2019)
Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
A configurational approach to task-technology fit in the healthcare sector.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Giannakos, Michail;
Pappas, Ilias;
Krogstie, John.
(2018)
The human side of big data: Understanding the skills of the data scientist in education and industry
.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
Giannakos, Michail;
Mikalef, Patrick;
Pappas, Ilias.
(2018)
Influence of Data Analysis, Entrepreneurial and Business Skills on Information Technology Firms: A Dynamic Capabilities Approach.
Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS)
Academic article
-
Mikalef, Patrick;
Krogstie, John.
(2018)
Big Data Analytics as an Enabler of Process Innovation Capabilities: A Configurational Approach
.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
van de wetering, Rogier;
Krogstie, John.
(2018)
Big Data Enabled Organizational Transformation: The Effect of Inertia in Adoption and Diffusion.
Lecture Notes in Business Information Processing
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2018)
Big Data and Business Analytics Ecosystems: Paving the way towards digital transformation and sustainable societies.
Information Systems and E-Business Management
Academic article
-
van de wetering, Rogier;
Mikalef, Patrick.
(2017)
The effect of strategic alignment of complementary IT
and organizational capabilities on competitive firm
performance.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrick;
Giannakos, Michail;
Pappas, Ilias.
(2017)
Designing social commerce platforms based on consumers ’ intentions.
Behaviour and Information Technology
Academic article
-
Giannakos, Michail;
Pappas, Ilias;
Mikalef, Patrick.
(2017)
The role of contemporary skills in information technology professionals: An FsQCA approach.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Sharma, Kshitij;
Pappas, Ilias;
Giannakos, Michail.
(2017)
Online reviews or marketer information? An eye-tracking study on social commerce consumers.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail;
Sharma, Kshitij.
(2017)
Determining consumer engagement in word-of-mouth: Trust and network ties in a social commerce setting.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pappas, Ilias;
Papavlasopoulou, Sofia;
Kourouthanassis, Panos;
Mikalef, Patrick;
Giannakos, Michail.
(2017)
Motivations and emotions in social media: Explaining users' satisfaction with FsQCA.
Lecture Notes in Computer Science (LNCS)
Academic article
-
van de wetering, Rogier;
Mikalef, Patrick;
Helms, Remko.
(2017)
Driving organizational sustainability-oriented innovation capabilities: a complex adaptive systems perspective.
Current Opinion in Environmental Sustainability
Academic literature review
-
Mikalef, Patrick;
Pappas, Ilias;
Krogstie, John;
Giannakos, Michail.
(2017)
Big data analytics capabilities: a systematic literature
review and research agenda.
Information Systems and E-Business Management
Academic article
-
Giannakos, Michail;
Aalberg, Trond;
Divitini, Monica;
Jaccheri, Maria Letizia;
Mikalef, Patrick;
Pappas, Ilias.
(2017)
Identifying Dropout Factors in Information
Technology Education: A Case Study.
IEEE Global Engineering Education Conference, EDUCON
Academic article
-
Kourouthanassis, Panos;
Mikalef, Patrick;
Pappas, Ilias;
Kostagiolas, Petros.
(2017)
Explaining travellers online information satisfaction: A complexity theory approach on information needs, barriers, sources and personal characteristics.
Information & Management
Academic article
-
Pappas, Ilias;
Mikalef, Patrik;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2017)
Social Media and Analytics for Competitive Performance: A Conceptual Research Framework.
Lecture Notes in Business Information Processing
Academic article
-
Mikalef, Patrik;
Kourouthanassis, Panos;
Pateli, Adamantia.
(2017)
Online information search behaviour of physicians
.
Health Information and Libraries Journal
Academic article
-
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA.
Journal of Business Research
Academic article
-
Pappas, Ilias;
Giannakos, Michail;
Mikalef, Patrik.
(2017)
Investigating students’ use and adoption of with-video assignments: lessons learnt for video-based open educational resources.
Journal of Computing in Higher Education
Academic article
-
Mikalef, Patrik;
Pappas, Ilias;
Giannakos, Michail.
(2016)
Consumer intentions on social media: A fsQCA analysis of motivations.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Pappas, Ilias;
Aalberg, Trond;
Giannakos, Michail;
Jaccheri, Maria Letizia;
Mikalef, Patrik;
Sindre, Guttorm.
(2016)
Gender Differences in Computer Science Education: Lessons Learnt from an Empirical Study at NTNU.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail.
(2016)
An integrative adoption model of video-based learning.
The international journal of information and learning technology
Academic article
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail.
(2016)
Video-Based Learning Adoption: A typology of learners.
CEUR Workshop Proceedings
Academic article
Books
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
Digital Transformation in Norwegian Enterprises.
Springer
Springer
Academic anthology/Conference proceedings
-
Parmiggiani, Elena;
Kempton, Alexander Moltubakk;
Mikalef, Patrick.
(2021)
Proceedings of the12th Scandinavian Conference on Information Systems (SCIS2021).
Association for Information Systems (AIS)
Association for Information Systems (AIS)
Academic anthology/Conference proceedings
-
Pappas, Ilias;
Mikalef, Patrick;
Dwivedi, Yogesh K.;
Jaccheri, Maria Letizia;
Krogstie, John;
Mäntymäki, M.
(2020)
Digital Transformation for a Sustainable Society in the 21st Century: I3E 2019 IFIP WG 6.11 International Workshops Trondheim, Norway, September 18–20, 2019 Revised Selected Papers.
Springer
IFIP Advances in Information and Communication Technology (1)
Academic anthology/Conference proceedings
-
Pappas, Ilias;
Mikalef, Patrick;
Dwivedi, Yogesh K.;
Jaccheri, Maria Letizia;
Krogstie, John;
Mäntymäki, Matti.
(2019)
Digital Transformation for a Sustainable Society in the 21st Century. 18th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2019, Trondheim, Norway, September 18–20, 2019, Proceedings.
Springer Publishing Company
Lecture Notes in Computer Science (LNCS) (1)
Academic anthology/Conference proceedings
-
Pateli, Adamantia;
Mikalef, Patrick;
Mylonas, Phivos.
(2016)
Closing the innovation gap in the Adriatic Region: Greece.
University of Trieste
Academic anthology/Conference proceedings
Part of book/report
-
Mikalef, Patrik.
(2024)
Theorizing XAI - a Layered Concept Being Multidisciplinary at Its Core.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Vatn, Dorthea Mathilde Kristin;
Mikalef, Patrik.
(2024)
Theorizing XAI - a Layered Concept Being Multidisciplinary at Its Core.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
An Introduction to Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Mikalef, Patrick.
(2022)
The Case of Norway and Digital Transformation over the Years.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
A Framework for Digital Transformation for Research and Practice: Putting Things into Perspective.
Springer
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Mikalef, Patrick.
(2022)
The Way Forward: A Practical Guideline for Successful Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Parmiggiani, Elena.
(2022)
Concluding Remarks and Final Thoughts on Digital Transformation.
Springer
Academic chapter/article/Conference paper
-
Parmiggiani, Elena;
Kempton, Alexander Moltubakk;
Mikalef, Patrick.
(2021)
Foreword: Living in a digital world?.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Dremel, Christian;
Mikalef, Patrick;
Krogstie, John.
(2021)
Deploying AI Governance Practices: A Revelatory Case Study
.
Springer Publishing Company
Academic chapter/article/Conference paper
-
Peretz-Andersson, Einav;
Lavesson, Niklas;
Bifet, Albert;
Mikalef, Patrick.
(2021)
AI Transformation in the Public Sector: Ongoing Research.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Papagiannidis, Emmanouil;
Enholm, Ida Merete;
Mikalef, Patrick;
Krogstie, John.
(2021)
STRUCTURING AI RESOURCES TO BUILD AN AI CAPABILITY: A CONCEPTUAL FRAMEWORK.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2019)
Configurations of Big Data Analytics for Firm Performance: An fsQCA approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Torvatn, Hans Yngvar;
Arica, Emrah.
(2019)
Task-Technology Fit in Manufacturing: Examining Human-Machine Symbiosis Through a Configurational Approach.
Springer
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Torvatn, Hans Yngvar.
(2019)
An Examination of Task-Technology Fit in Public Administration and Management: A Configurational Approach.
Springer Publishing Company
Academic chapter/article/Conference paper
-
Mikalef, Patrick.
(2019)
Big data and application.
Edward Elgar Publishing
Chapter
-
Pappas, Ilias;
Mora, Simone;
Jaccheri, Maria Letizia;
Mikalef, Patrick.
(2018)
Empowering Social Innovators through Collaborative and Experiential Learning.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John;
van de wetering, Rogier;
Pappas, Ilias.
(2018)
A stage model for uncovering inertia in big data analytics adoption.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John.
(2018)
Big Data Governance and Dynamic Capabilities: The Moderating effect of Environmental Uncertainty.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Krogstie, John;
van de wetering, Rogier;
Pappas, Ilias.
(2018)
Information Governance in the Big Data Era: Aligning Organizational Capabilities.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Boura, Maria;
Lekakos, George;
Krogstie, John.
(2018)
Complementarities between information governance and big data analytics capabilities on innovation.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
van de Wetering, Rogier;
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
A strategic alignment model for IT flexibility and dynamic capabilities: Towards an assessment tool.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Framnes, Vetle Augustin;
Danielsen, Frank;
Krogstie, John;
Olsen, Dag Håkon.
(2017)
Big Data Analytics Capability: Antecedents and Business Value.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Jaccheri, Maria Letizia;
Mikalef, Patrick;
Giannakos, Michail.
(2017)
Social Innovation And Social Entrepreneurship Through Big Data: Developing A Reseach Agenda.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrick;
Giannakos, Michail;
Pavlou, Paul.
(2017)
Value Co-Creation and Trust in Social Commerce: An fsQCA approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrick;
Kourouthanassis, Panos;
Giannakos, Michail.
(2017)
Fuzzy-Set Analysis to Understand User Experience in Mobile Applications.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrick;
Pappas, Ilias;
Giannakos, Michail.
(2017)
Value co-creation and purchase intention in social commerce: The enabling role of word-of-mouth and trust.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
van de wetering, Rogier;
Mikalef, Patrick;
Pateli, Adamantia.
(2017)
Managing firms’ innovation capabilities through strategically aligning combinative IT and dynamic capabilities.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrik;
Pappas, Ilias;
Giannakos, Michail;
Krogstie, John;
Lekakos, George.
(2016)
Big Data and Strategy: A research Framework.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Pappas, Ilias;
Mikalef, Patrik;
Giannakos, Michail.
(2016)
User Experience in Personalized E-Commerce: A Configurational Approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
-
Mikalef, Patrik.
(2016)
Developing IT-enabled Innovation Capabilities: A Dynamic Capabilities Approach.
Association for Information Systems (AIS)
Academic chapter/article/Conference paper
Teaching
Courses
Knowledge Transfer
2019
-
Academic lectureKristoffersen, Eivind; Mikalef, Patrick; Li, Jingyue. (2019) Data science and Circular Economy. The 18th IFIP Conference on e-Business, e-Services and e-Society , Trondheim 2019-09-18 - 2019-09-20