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  1. Employees

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Norsk

Patrick Mikalef

Patrick Mikalef

Professor
Department of Computer Science
Faculty of Information Technology and Electrical Engineering

patrick.mikalef@ntnu.no
+4773558995 IT-bygget, 145, Gløshaugen, Gløshaugen, Sem Sælands vei 7-9
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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.

Competencies

  • Big Data
  • Dynamic capabilities
  • ICT strategy
  • Information Systems
  • Innovation Management and Strategy
  • Innovation and Technology Strategy
  • Other information technology

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2023

  • Chatterjee, Sheshadri; Chaudhuri, RR; Mikalef, Patrik; Saprong, David. (2023) Coopetition in the platform economy from ethical and firm performance perspectives. Journal of Business Research. volum 157.
    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. volum 186.
    Academic article
  • Mikalef, Patrik; Lemmer, Kristina; Schaefer, Cindy; Ylinen, Maija; Fjørtoft, Siw Olsen; Torvatn, Hans Yngvar; Gupta, Manjul; Niehaves, Bjoern. (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.
    Article

2022

  • 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
  • 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
  • Dubey, Rameshwar; Gupta, Manjul; Mikalef, Patrick; Akter, Shahriar. (2022) Incorporating blockchain technology in information systems research. International Journal of Information Management.
    Editorial
  • Holgeid, Knut Kjetil; Krogstie, John; Mikalef, Patrick; Saur, Eirik Eide; Sjøberg, Dag. (2022) Benefits management and Information Technology work distribution. IET Software. volum 16 (4).
    Academic article
  • Janiesch, Christian; Dinter, Barbara; Mikalef, Patrick; Tona, Olgerta. (2022) Business analytics and big data research in information systems. Journal of business analytics. volum 5 (1).
    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. volum 2 (2).
    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
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) A Framework for Digital Transformation for Research and Practice: Putting Things into Perspective. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) An Introduction to Digital Transformation. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) Concluding Remarks and Final Thoughts on Digital Transformation. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) Digital Transformation in Norwegian Enterprises. Springer. 2022. ISBN 978-3-031-05275-0.
    Academic anthology/Conference proceedings
  • 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
  • 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). volum 13454.
    Academic article
  • Parmiggiani, Elena; Mikalef, Patrick. (2022) The Case of Norway and Digital Transformation over the Years. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Parmiggiani, Elena; Mikalef, Patrick. (2022) The Way Forward: A Practical Guideline for Successful Digital Transformation. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • 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. volum 23 (2).
    Academic literature review
  • 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). volum 13454.
    Academic article

2021

  • Papagiannidis, Emmanouil; Enholm, Ida Merete; Dremel, Christian; Mikalef, Patrick; Krogstie, John. (2021) Deploying AI Governance Practices: A Revelatory Case Study. Proceeding of 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society (I3E 2021).
    Academic chapter/article/Conference paper
  • 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
  • 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. volum 60.
    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
  • Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias. (2021) Systematic literature review of E-learning capabilities to enhance organizational learning. Information Systems Frontiers.
    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
  • 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. volum 239.
    Academic article
  • Kristoffersen, Eivind; Mikalef, Patrick; Blomsma, Fenna; Li, Jingyue. (2021) Towards a business analytics capability for the circular economy. Technological Forecasting and Social Change. volum 171.
    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. volum 98.
    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. volum 58 (3).
    Academic article
  • Mikalef, Patrick; Lemmer, Kristina; Schaefer, Cindy; Ylinen, Maija; Fjørtoft, Siw Olsen; Torvatn, Hans Yngvar; Gupta, Manjul; Niehaves, Bjoern. (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
  • 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
  • Papagiannidis, Emmanouil; Enholm, Ida Merete; Mikalef, Patrick; Krogstie, John. (2021) STRUCTURING AI RESOURCES TO BUILD AN AI CAPABILITY: A CONCEPTUAL FRAMEWORK. Proceedings of the European Conference on Information Systems (ECIS) 2021.
    Academic chapter/article/Conference paper
  • Parmiggiani, Elena; Kempton, Alexander Moltubakk; Mikalef, Patrick. (2021) Foreword: Living in a digital world?. Proceedings of the12th Scandinavian Conference on Information Systems (SCIS2021).
    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). 2021. ISBN 978-82-303-5054-6.
    Academic anthology/Conference proceedings
  • Peretz-Andersson, Einav; Lavesson, Niklas; Bifet, Albert; Mikalef, Patrick. (2021) AI Transformation in the Public Sector: Ongoing Research. Proceedings of 2021 Swedish Artificial Intelligence Society Workshop (SAIS).
    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
  • 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. volum 173.
    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
  • Ågerfalk, Pär J.; Conboy, Kieran; Crowston, Kevin; Lundström, Jenny S. Z. Eriksson; Jarvenpaa, Sirkka; Mikalef, Patrick; Ram, Sudha. (2021) Artificial Intelligence in Information Systems: State of the Art and Research Roadmap. Communications of the Association for Information Systems. volum 50 (1).
    Academic article

2020

  • 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; Boura, Maria; Lekakos, George; Krogstie, John. (2020) The role of information governance in big data analytics driven innovation. Information & Management. volum 57 (7).
    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. volum 29 (3).
    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. volum 30 (5).
    Academic article
  • 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. volum 23.
    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. volum 58 (6).
    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). volum 12066.
    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. 2020. ISBN 978-3-030-39633-6. IFIP Advances in Information and Communication Technology (1).
    Academic anthology/Conference proceedings
  • 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. volum 53.
    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). volum 12067.
    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. volum 57.
    Academic article

2019

  • 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. volum 281 (3).
    Academic article
  • Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias. (2019) Technology-Enhanced Organizational Learning: A Systematic Literature Review. Lecture Notes in Computer Science (LNCS). volum 11701 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. volum 27 (1).
    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). volum 11701 LNCS.
    Academic article
  • Mikalef, Patrick. (2019) Big data and application. Big Data: Promise, Application and Pitfalls.
    Chapter
  • 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. volum 30 (2).
    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. volum 98.
    Academic article
  • Mikalef, Patrick; Boura, Maria; Lekakos, George; Krogstie, John. (2019) Configurations of Big Data Analytics for Firm Performance: An fsQCA approach. MCIS 2019 PROCEEDINGS.
    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). volum 11701 LNCS.
    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. volum 373 LNBIP.
    Academic article
  • Mikalef, Patrick; Krogstie, John. (2019) Investigating the data science skill gap: An empirical analysis. IEEE Global Engineering Education Conference, EDUCON. volum April-2019.
    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. volum 57 (2).
    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. volum 57 (1).
    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. volum 373 LNBIP.
    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; Torvatn, Hans Yngvar. (2019) An Examination of Task-Technology Fit in Public Administration and Management: A Configurational Approach. 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.
    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. Advances in Production Management Systems. Production Management for the Factory of the Future : IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1–5, 2019, Proceedings, Part I.
    Academic chapter/article/Conference paper
  • 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. 2019. ISBN 978-3-030-29374-1. Lecture Notes in Computer Science (LNCS) (1).
    Academic anthology/Conference proceedings
  • Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Kourouthanassis, Panos. (2019) Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach. Internet Research.
    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. volum 339.
    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

2018

  • 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; Boura, Maria; Lekakos, George; Krogstie, John. (2018) Complementarities between information governance and big data analytics capabilities on innovation. European Conference on Information Systems: Beyond Digitization - Facets of Socio-Technical Change ECIS 2018 Proceedings.
    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. volum 2018-April.
    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). volum LNCS 11080.
    Academic article
  • Mikalef, Patrick; Krogstie, John. (2018) Big Data Governance and Dynamic Capabilities: The Moderating effect of Environmental Uncertainty. PACIS 2018 Proceedings - Opportunities and Challenges for the Digitized Society: Are We Ready? : Pacific Asia Conference on Information Systems (PACIS 2018).
    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. PACIS 2018 Proceedings - Opportunities and Challenges for the Digitized Society: Are We Ready? : Pacific Asia Conference on Information Systems (PACIS 2018).
    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. Proceedings of the 51st Hawaii International Conference on System Sciences 2018 (HICSS-51).
    Academic chapter/article/Conference paper
  • 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. volum 320.
    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. volum 16 (3).
    Academic article
  • Pappas, Ilias; Mora, Simone; Jaccheri, Maria Letizia; Mikalef, Patrick. (2018) Empowering Social Innovators through Collaborative and Experiential Learning. EDUCON 2018 - Emerging Trends and Challenges of Engineering Education Education.
    Academic chapter/article/Conference paper

2017

  • Giannakos, Michail; Aalberg, Trond; Divitini, Monica; Jaccheri, Maria Letizia; Mikalef, Patrick; Pappas, Ilias; Sindre, Guttorm. (2017) Identifying Dropout Factors in Information Technology Education: A Case Study. IEEE Global Engineering Education Conference, EDUCON.
    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). volum 10595 LNCS.
    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. volum 54 (6).
    Academic article
  • Mikalef, Patrick; Framnes, Vetle Augustin; Danielsen, Frank; Krogstie, John; Olsen, Dag Håkon. (2017) Big Data Analytics Capability: Antecedents and Business Value. Proceedings of the 21th Pacific Asia Conference on Information Systems.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Giannakos, Michail; Pappas, Ilias. (2017) Designing social commerce platforms based on consumers ’ intentions. Behaviour and Information Technology. volum 36 (12).
    Academic article
  • 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. The 23rd Americas Conference on Information Systems (AMCIS).
    Academic chapter/article/Conference paper
  • 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). volum 10595 LNCS.
    Academic article
  • 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
  • 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. volum 70.
    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). volum 10595 LNCS.
    Academic article
  • Mikalef, Patrik; Kourouthanassis, Panos; Pateli, Adamantia. (2017) Online information search behaviour of physicians. Health Information and Libraries Journal.
    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
  • Pappas, Ilias; Jaccheri, Maria Letizia; Mikalef, Patrick; Giannakos, Michail. (2017) Social Innovation And Social Entrepreneurship Through Big Data: Developing A Reseach Agenda. The 11th Mediterranean Conference on Information Systems (MCIS).
    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. The 25th European Conference on Information Systems (ECIS).
    Academic chapter/article/Conference paper
  • Pappas, Ilias; Mikalef, Patrick; Kourouthanassis, Panos; Giannakos, Michail. (2017) Fuzzy-Set Analysis to Understand User Experience in Mobile Applications. The 23rd Americas Conference on Information Systems (AMCIS).
    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. volum 263.
    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). volum 10595 LNCS.
    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. volum 303.
    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. volum 28.
    Academic literature review
  • van de Wetering, Rogier; Mikalef, Patrick; Pateli, Adamantia. (2017) A strategic alignment model for IT flexibility and dynamic capabilities: Towards an assessment tool. The 25th European Conference on Information Systems (ECIS).
    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. The 23rd Americas Conference on Information Systems (AMCIS).
    Academic chapter/article/Conference paper

2016

  • Mikalef, Patrick; Pappas, Ilias; Giannakos, Michail. (2016) An integrative adoption model of video-based learning. The international journal of information and learning technology. volum 33 (4).
    Academic article
  • Mikalef, Patrik. (2016) Developing IT-enabled Innovation Capabilities: A Dynamic Capabilities Approach. AMCIS 2016 Proceedings, San Diego CA, August 11-14, 2016.
    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). volum 9844.
    Academic article
  • Mikalef, Patrik; Pappas, Ilias; Giannakos, Michail; Krogstie, John; Lekakos, George. (2016) Big Data and Strategy: A research Framework. THE 10th MEDITERRANEAN CONFERENCE ON INFORMATION SYSTEMS (MCIS 2016).
    Academic chapter/article/Conference paper
  • 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, Patrick; Giannakos, Michail. (2016) Video-Based Learning Adoption: A typology of learners. CEUR Workshop Proceedings. volum 1579.
    Academic article
  • Pappas, Ilias; Mikalef, Patrik; Giannakos, Michail. (2016) User Experience in Personalized E-Commerce: A Configurational Approach. AMCIS 2016 Proceedings, San Diego CA, August 11-14, 2016.
    Academic chapter/article/Conference paper
  • Pateli, Adamantia; Mikalef, Patrick; Mylonas, Phivos. (2016) Closing the innovation gap in the Adriatic Region: Greece. 2016. ISBN 978-88-8303-761-0.
    Academic anthology/Conference proceedings

Journal publications

  • Chatterjee, Sheshadri; Chaudhuri, RR; Mikalef, Patrik; Saprong, David. (2023) Coopetition in the platform economy from ethical and firm performance perspectives. Journal of Business Research. volum 157.
    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. volum 186.
    Academic article
  • Mikalef, Patrik; Lemmer, Kristina; Schaefer, Cindy; Ylinen, Maija; Fjørtoft, Siw Olsen; Torvatn, Hans Yngvar; Gupta, Manjul; Niehaves, Bjoern. (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.
    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
  • 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
  • Dubey, Rameshwar; Gupta, Manjul; Mikalef, Patrick; Akter, Shahriar. (2022) Incorporating blockchain technology in information systems research. International Journal of Information Management.
    Editorial
  • Holgeid, Knut Kjetil; Krogstie, John; Mikalef, Patrick; Saur, Eirik Eide; Sjøberg, Dag. (2022) Benefits management and Information Technology work distribution. IET Software. volum 16 (4).
    Academic article
  • Janiesch, Christian; Dinter, Barbara; Mikalef, Patrick; Tona, Olgerta. (2022) Business analytics and big data research in information systems. Journal of business analytics. volum 5 (1).
    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. volum 2 (2).
    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
  • 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
  • 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). volum 13454.
    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. volum 23 (2).
    Academic literature review
  • 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). volum 13454.
    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
  • 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. volum 60.
    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
  • Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias. (2021) Systematic literature review of E-learning capabilities to enhance organizational learning. Information Systems Frontiers.
    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
  • 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. volum 239.
    Academic article
  • Kristoffersen, Eivind; Mikalef, Patrick; Blomsma, Fenna; Li, Jingyue. (2021) Towards a business analytics capability for the circular economy. Technological Forecasting and Social Change. volum 171.
    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. volum 98.
    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. volum 58 (3).
    Academic article
  • Mikalef, Patrick; Lemmer, Kristina; Schaefer, Cindy; Ylinen, Maija; Fjørtoft, Siw Olsen; Torvatn, Hans Yngvar; Gupta, Manjul; Niehaves, Bjoern. (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
  • 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
  • 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
  • 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. volum 173.
    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
  • Ågerfalk, Pär J.; Conboy, Kieran; Crowston, Kevin; Lundström, Jenny S. Z. Eriksson; Jarvenpaa, Sirkka; Mikalef, Patrick; Ram, Sudha. (2021) Artificial Intelligence in Information Systems: State of the Art and Research Roadmap. Communications of the Association for Information Systems. volum 50 (1).
    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; Boura, Maria; Lekakos, George; Krogstie, John. (2020) The role of information governance in big data analytics driven innovation. Information & Management. volum 57 (7).
    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. volum 29 (3).
    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. volum 30 (5).
    Academic article
  • 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. volum 23.
    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. volum 58 (6).
    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). volum 12066.
    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. volum 53.
    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). volum 12067.
    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. volum 57.
    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. volum 281 (3).
    Academic article
  • Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias. (2019) Technology-Enhanced Organizational Learning: A Systematic Literature Review. Lecture Notes in Computer Science (LNCS). volum 11701 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. volum 27 (1).
    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). volum 11701 LNCS.
    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. volum 30 (2).
    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. volum 98.
    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). volum 11701 LNCS.
    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. volum 373 LNBIP.
    Academic article
  • Mikalef, Patrick; Krogstie, John. (2019) Investigating the data science skill gap: An empirical analysis. IEEE Global Engineering Education Conference, EDUCON. volum April-2019.
    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. volum 57 (2).
    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. volum 57 (1).
    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. volum 373 LNBIP.
    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
  • Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Kourouthanassis, Panos. (2019) Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach. Internet Research.
    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. volum 339.
    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. (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; 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. volum 2018-April.
    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). volum LNCS 11080.
    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. volum 320.
    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. volum 16 (3).
    Academic article
  • Giannakos, Michail; Aalberg, Trond; Divitini, Monica; Jaccheri, Maria Letizia; Mikalef, Patrick; Pappas, Ilias; Sindre, Guttorm. (2017) Identifying Dropout Factors in Information Technology Education: A Case Study. IEEE Global Engineering Education Conference, EDUCON.
    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). volum 10595 LNCS.
    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. volum 54 (6).
    Academic article
  • Mikalef, Patrick; Giannakos, Michail; Pappas, Ilias. (2017) Designing social commerce platforms based on consumers ’ intentions. Behaviour and Information Technology. volum 36 (12).
    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). volum 10595 LNCS.
    Academic article
  • 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
  • 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. volum 70.
    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). volum 10595 LNCS.
    Academic article
  • Mikalef, Patrik; Kourouthanassis, Panos; Pateli, Adamantia. (2017) Online information search behaviour of physicians. Health Information and Libraries Journal.
    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
  • 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. volum 263.
    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). volum 10595 LNCS.
    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. volum 303.
    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. volum 28.
    Academic literature review
  • Mikalef, Patrick; Pappas, Ilias; Giannakos, Michail. (2016) An integrative adoption model of video-based learning. The international journal of information and learning technology. volum 33 (4).
    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). volum 9844.
    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, Patrick; Giannakos, Michail. (2016) Video-Based Learning Adoption: A typology of learners. CEUR Workshop Proceedings. volum 1579.
    Academic article

Books

  • Mikalef, Patrick; Parmiggiani, Elena. (2022) Digital Transformation in Norwegian Enterprises. Springer. 2022. ISBN 978-3-031-05275-0.
    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). 2021. ISBN 978-82-303-5054-6.
    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. 2020. ISBN 978-3-030-39633-6. 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. 2019. ISBN 978-3-030-29374-1. 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. 2016. ISBN 978-88-8303-761-0.
    Academic anthology/Conference proceedings

Part of book/report

  • Mikalef, Patrick; Parmiggiani, Elena. (2022) A Framework for Digital Transformation for Research and Practice: Putting Things into Perspective. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) An Introduction to Digital Transformation. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Parmiggiani, Elena. (2022) Concluding Remarks and Final Thoughts on Digital Transformation. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Parmiggiani, Elena; Mikalef, Patrick. (2022) The Case of Norway and Digital Transformation over the Years. Digital Transformation in Norwegian Enterprises.
    Academic chapter/article/Conference paper
  • Parmiggiani, Elena; Mikalef, Patrick. (2022) The Way Forward: A Practical Guideline for Successful Digital Transformation. Digital Transformation in Norwegian Enterprises.
    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. Proceeding of 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society (I3E 2021).
    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. Proceedings of the European Conference on Information Systems (ECIS) 2021.
    Academic chapter/article/Conference paper
  • Parmiggiani, Elena; Kempton, Alexander Moltubakk; Mikalef, Patrick. (2021) Foreword: Living in a digital world?. Proceedings of the12th Scandinavian Conference on Information Systems (SCIS2021).
    Academic chapter/article/Conference paper
  • Peretz-Andersson, Einav; Lavesson, Niklas; Bifet, Albert; Mikalef, Patrick. (2021) AI Transformation in the Public Sector: Ongoing Research. Proceedings of 2021 Swedish Artificial Intelligence Society Workshop (SAIS).
    Academic chapter/article/Conference paper
  • Mikalef, Patrick. (2019) Big data and application. Big Data: Promise, Application and Pitfalls.
    Chapter
  • Mikalef, Patrick; Boura, Maria; Lekakos, George; Krogstie, John. (2019) Configurations of Big Data Analytics for Firm Performance: An fsQCA approach. MCIS 2019 PROCEEDINGS.
    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. 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.
    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. Advances in Production Management Systems. Production Management for the Factory of the Future : IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1–5, 2019, Proceedings, Part I.
    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. European Conference on Information Systems: Beyond Digitization - Facets of Socio-Technical Change ECIS 2018 Proceedings.
    Academic chapter/article/Conference paper
  • Mikalef, Patrick; Krogstie, John. (2018) Big Data Governance and Dynamic Capabilities: The Moderating effect of Environmental Uncertainty. PACIS 2018 Proceedings - Opportunities and Challenges for the Digitized Society: Are We Ready? : Pacific Asia Conference on Information Systems (PACIS 2018).
    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. PACIS 2018 Proceedings - Opportunities and Challenges for the Digitized Society: Are We Ready? : Pacific Asia Conference on Information Systems (PACIS 2018).
    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. Proceedings of the 51st Hawaii International Conference on System Sciences 2018 (HICSS-51).
    Academic chapter/article/Conference paper
  • Pappas, Ilias; Mora, Simone; Jaccheri, Maria Letizia; Mikalef, Patrick. (2018) Empowering Social Innovators through Collaborative and Experiential Learning. EDUCON 2018 - Emerging Trends and Challenges of Engineering Education Education.
    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. Proceedings of the 21th Pacific Asia Conference on Information Systems.
    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. The 23rd Americas Conference on Information Systems (AMCIS).
    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. The 11th Mediterranean Conference on Information Systems (MCIS).
    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. The 25th European Conference on Information Systems (ECIS).
    Academic chapter/article/Conference paper
  • Pappas, Ilias; Mikalef, Patrick; Kourouthanassis, Panos; Giannakos, Michail. (2017) Fuzzy-Set Analysis to Understand User Experience in Mobile Applications. The 23rd Americas Conference on Information Systems (AMCIS).
    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. The 25th European Conference on Information Systems (ECIS).
    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. The 23rd Americas Conference on Information Systems (AMCIS).
    Academic chapter/article/Conference paper
  • Mikalef, Patrik. (2016) Developing IT-enabled Innovation Capabilities: A Dynamic Capabilities Approach. AMCIS 2016 Proceedings, San Diego CA, August 11-14, 2016.
    Academic chapter/article/Conference paper
  • Mikalef, Patrik; Pappas, Ilias; Giannakos, Michail; Krogstie, John; Lekakos, George. (2016) Big Data and Strategy: A research Framework. THE 10th MEDITERRANEAN CONFERENCE ON INFORMATION SYSTEMS (MCIS 2016).
    Academic chapter/article/Conference paper
  • Pappas, Ilias; Mikalef, Patrik; Giannakos, Michail. (2016) User Experience in Personalized E-Commerce: A Configurational Approach. AMCIS 2016 Proceedings, San Diego CA, August 11-14, 2016.
    Academic chapter/article/Conference paper

Teaching

Courses

  • TDT4900 - Computer Science, Master's Thesis
  • IT6205 - Enabling Technologies for Digitalization
  • IT6920 - Technology management and digital transformation, master thesis
  • TDT4506 - Computer Science, Specialization Course
  • TDT4501 - Computer Science, Specialization Project

Media

2019

  • Academic lecture
    Kristoffersen, 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.
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