2025

• Papagiannidis, Emmanouil; Mikalef, Patrik; Conboy, Kieran. (2025) Responsible artificial intelligence governance: A review and research framework. Journal of strategic information systems
  Academic article
• Kar, Arpan Kumar; Mikalef, Patrik; Nishant, Rohit; Luo, Xin (Robert); Gupta, Manish. (2025) Metaverse opportunities and challenges: A research agenda and editorial on the special issue on the evolution of Metaverse platforms (part 2). Decision Support Systems
  Academic article

2024

• Kar, Arpan Kumar; Mikalef, Patrik; Nishant, Rohit; Luo, Xin; Gupta, Manish. (2024) The evolution of organizations and stakeholders for metaverse ecosystems: Editorial for the special issue on metaverse part 1. Decision Support Systems
  Editorial
• Medaglia, Rony; Mikalef, Patrik; Tangi, Luca. (2024) Competences and governance practices for artificial intelligence in the public sector. European Commission
  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
• 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
• 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 Maigull; 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
• 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
• 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
• 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
• Vatn, Dorthea Mathilde Kristin; Mikalef, Patrik. (2024) Explainable AI (XAI) in a societal citizen perspective – power, conflicts, and ambiguity. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Academic article
• 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
• 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
• Hjelle, Sara; Mikalef, Patrik; Altwaijry, Najwa; Parida, Vinit. (2024) Organizational decision making and analytics: An experimental study on dashboard visualizations. Information & Management
  Academic article
• Vatn, Dorthea Mathilde Kristin; Mikalef, Patrik. (2024) Explainable AI (XAI) and Business Value — An Organizational Perspective. Association for Information Systems (AIS)
  Academic chapter/article/Conference paper
• Malik, Mohsin; Andargoli, Amir; Chavez Clavijo, Roberto; Mikalef, Patrik. (2024) A relational view of how social capital contributes to effective digital transformation outcomes. Journal of strategic information systems
  Academic article
• Li, Lei; Lin, Jiabao; Benitez, Jose; Luo, Xin; Mikalef, Patrik. (2024) Seeking decision-making performance: Examining the role of E-commerce capability, digital business intensity, and organizational agility. 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
• Haque, Bahalul; Islam, Najmul; Mikalef, Patrik. (2024) To Explain or Not To Explain: An Empirical Investigation of AI-based Recommendations on Social Media Platforms. Electronic Markets
  Academic article
• 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

2023

• 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
• 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
• 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
• 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
• Pappas, Ilias; Mikalef, Patrik; Yogesh K., Dwivedi; Jaccheri, Maria Letizia; Krogstie, John. (2023) Responsible Digital Transformation for a Sustainable Society. Information Systems Frontiers
  Editorial
• 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
• 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
• Szalkowski, Gabriel Andy; Mikalef, Patrik. (2023) Understanding digital platform evolution using compartmental models. Technological Forecasting and Social Change
  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
• 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
• 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
• 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
• 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; 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

2022

• 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
• 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
• Dubey, Rameshwar; Gupta, Manjul; Mikalef, Patrick; Akter, Shahriar. (2022) Incorporating blockchain technology in information systems research. International Journal of Information Management
  Editorial
• Mikalef, Patrick; Parmiggiani, Elena. (2022) Concluding Remarks and Final Thoughts on Digital Transformation. Springer
  Academic chapter/article/Conference paper
• 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
• 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) An Introduction to Digital Transformation. 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) Digital Transformation in Norwegian Enterprises. Springer Springer
  Academic anthology/Conference proceedings
• 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
• 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
• Janiesch, Christian; Dinter, Barbara; Mikalef, Patrick; Tona, Olgerta. (2022) Business analytics and big data research in information systems. Journal of business analytics
  Editorial
• Holgeid, Knut Kjetil; Krogstie, John; Mikalef, Patrick; Saur, Eirik Eide; Sjøberg, Dag. (2022) Benefits management and Information Technology work distribution. IET Software
  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
• 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

2021

• 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
• Enholm, Ida Merete; Papagiannidis, Emmanouil; Mikalef, Patrick; Krogstie, John. (2021) Artificial Intelligence and Business Value: a Literature Review. 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• Parmiggiani, Elena; Kempton, Alexander Moltubakk; Mikalef, Patrick. (2021) Foreword: Living in a digital world?. Association for Information Systems (AIS)
  Academic chapter/article/Conference paper

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
• 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; 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; 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
• 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; Boura, Maria; Lekakos, George; Krogstie, John. (2020) The role of information governance in big data analytics driven innovation. Information & Management
  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
• 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
• 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
• 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

• 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; 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
• Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias. (2019) Technology-Enhanced Organizational Learning: A Systematic Literature Review. 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; 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
• 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; 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
• 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
• 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
• Mikalef, Patrick; Krogstie, John. (2019) Investigating the data science skill gap: An empirical analysis. IEEE Global Engineering Education Conference, EDUCON
  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; 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
• 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
• Mikalef, Patrick. (2019) Big data and application. Edward Elgar Publishing
  Chapter
• 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; Pappas, Ilias; Krogstie, John; Pavlou, Paul. (2019) Big data and business analytics: A research agenda for realizing business value. Information & 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
• 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

2018

• 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
• 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
• 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; 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
• 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
• 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; 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

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
• 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; Giannakos, Michail; Pappas, Ilias. (2017) Designing social commerce platforms based on consumers ’ intentions. Behaviour and Information Technology
  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. 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, 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
• 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
• 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
• 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
• 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
• 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
• 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; Kourouthanassis, Panos; Pateli, Adamantia. (2017) Online information search behaviour of physicians . Health Information and Libraries Journal
  Academic article
• 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
• 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; 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
• 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; 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
• 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
• 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
• 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

2016

• 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
• 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
• 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
• 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, Patrik. (2016) Developing IT-enabled Innovation Capabilities: A Dynamic Capabilities Approach. Association for Information Systems (AIS)
  Academic chapter/article/Conference paper
• Pateli, Adamantia; Mikalef, Patrick; Mylonas, Phivos. (2016) Closing the innovation gap in the Adriatic Region: Greece. University of Trieste
  Academic anthology/Conference proceedings
• Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail. (2016) Video-Based Learning Adoption: A typology of learners. CEUR Workshop Proceedings
  Academic article