Blar i NTNU Open på forfatter "Mikalef, Patrick"
-
Determining consumer engagement in word-of-mouth: Trust and network ties in a social commerce setting
Mikalef, Patrick; Pappas, Ilias; Giannakos, Michail; Sharma, Kshitij (Journal article; Peer reviewed, 2017)Prompted by the popularity of social commerce in the past few years, this study seeks to examine how online reviews influence consumer’s tendency to engage in word-of-mouth (WOM). We investigate how different aspects ... -
Developing an artificial intelligence capability: A theoretical framework for business value
Mikalef, Patrick; Fjørtoft, Siw Olsen; Torvatn, Hans Yngvar (Journal article; Peer reviewed, 2019)Despite the claim that Artificial Intelligence (AI) can revolutionize the way private and public organizations do business, to date organizations still face a number of obstacles in leveraging such technologies and realizing ... -
Digital Transformation in Norwegian Enterprises
Mikalef, Patrick; Parmiggiani, Elena (Book, 2022)This open access book presents a number of case studies on digital transformation in Norway, one of the fore-runners in the digital progress index established by the European Commission in 2020. They explore the process ... -
Digital working during the COVID-19 pandemic: how task–technology fit improves work performance and lessens feelings of loneliness
Abelsen, Simen Nordbø; Vatne, Svenn-Helge; Mikalef, Patrick; Choudrie, Jyoti (Journal article; Peer reviewed, 2021) -
Driving organizational sustainability-oriented innovation capabilities: a complex adaptive systems perspective
van de wetering, Rogier; Mikalef, Patrick; Helms, Remko (Journal article; Peer reviewed, 2017)Innovation capabilities are considered a crucial ingredient for organizations in order to drive sustainable organizational transformations in turbulent business environments. The impact of information technology (IT) as a ... -
Dynamic Capabilities in Information Systems Research: A Critical Review, Synthesis of Current Knowledge, and Recommendations for Future Research
Steininger, Dennis; Mikalef, Patrick; Pateli, Adamantia; Ortiz de Guinea, Ana (Peer reviewed; Journal article, 2022) -
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance
Kristoffersen, Eivind; Mikalef, Patrick; Blomsma, Fenna; Li, Jingyue (Peer reviewed; Journal article, 2021)Today, most organizations are undergoing a digital transformation. At the same time, the gravity of environmental issues has put sustainability and the circular economy at the top of corporate agendas. To this end, information ... -
Empowering Social Innovators through Collaborative and Experiential Learning
Pappas, Ilias; Mora, Simone; Jaccheri, Maria Letizia; Mikalef, Patrick (Chapter, 2018)Educating social innovators in higher education is of great importance as many societal challenges exist. This study combines experiential learning with ICT tools to provide students with the needed competences and experiences ... -
Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities
Mikalef, Patrick; Krogstie, John (Peer reviewed; Journal article, 2020)The potential of big data analytics in enabling improvements in business processes has urged researchers and practitioners to understand if, and under what combination of conditions, such novel technologies can support the ... -
Explaining travellers online information satisfaction: A complexity theory approach on information needs, barriers, sources and personal characteristics
Kourouthanassis, Panos; Mikalef, Patrick; Pappas, Ilias; Kostagiolas, Petros (Journal article; Peer reviewed, 2017)This study explores the online information-seeking behaviour of travellers aspiring to accumulate travel-related information during their vacation planning. A theoretical model comprising information needs, ... -
Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach
Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Kourouthanassis, Panos (Journal article; Peer reviewed, 2019)Purpose In the complex ecosystem of mobile applications multiple factors have been used to explain users’ behavior, without though focusing on how different combinations of variables may affect user behavior. The purpose ... -
Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities
Mikalef, Patrick; Krogstie, John; Pappas, Ilias; Pavlou, Paul (Journal article; Peer reviewed, 2019)A central question for information systems (IS) researchers and practitioners is if, and how, big data can help attain a competitive advantage. To address this question, this study draws on the resource-based view, dynamic ... -
Exploring the Relationship Between Data Science and Circular Economy: an Enhanced CRISP-DM Process Model
Kristoffersen, Eivind; Omotola, Oluseun Aremu; Blomsma, Fenna; Mikalef, Patrick; Li, Jingyue (Journal article; Peer reviewed, 2019)To date, data science and analytics have received much attention from organizations seeking to explore how to use their massive volumes of data to create value and accelerate the adoption of Circular Economy (CE) concepts. ... -
Foreword: Living in a digital world?
Parmiggiani, Elena; Kempton, Alexander Moltubakk; Mikalef, Patrick (Chapter, 2021) -
A Framework for Digital Transformation for Research and Practice: Putting Things into Perspective
Mikalef, Patrick; Parmiggiani, Elena (Chapter, 2022)The past years of researching digital transformation and the accumulated experience of practitioners in deploying projects of novel digital technologies have allowed us to gain much valuable insight about the process. From ... -
From Responsible AI Governance to Competitive Performance: The Mediating Role of Knowledge Management Capabilities
Papagiannidis, Emmanouil; Mikalef, Patrick; Krogstie, John; Conboy, Kieran (Journal article; Peer reviewed, 2022)In a constantly changing environment, researchers and practitioners are concerned with the issue of whether responsible artificial intelligence (AI) governance can help build competitive advantage. Responsible AI governance ... -
Fuzzy-Set Analysis to Understand User Experience in Mobile Applications
Pappas, Ilias; Mikalef, Patrick; Kourouthanassis, Panos; Giannakos, Michail (Chapter, 2017)This paper examines how price value, game content quality, positive and negative emotions, gender, and gameplay time interact with each other to explain high intention to download mobile applications, and specifically ... -
How Artificial Intelligence affords digital innovation: A cross-case analysis of Scandinavian companies
Trocin, Cristina; Hovland, Ingrid Våge; Mikalef, Patrick; Dremel, Christian (Journal article; Peer reviewed, 2021)Artificial Intelligence (AI) is fuelling a new breed of digital innovation in Human Resource Management (HRM) by creating new opportunities for complying with General Data Protection Regulation (GDPR) during data collection ... -
How Quickly Can We Predict Users’ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data
Pappas, Ilias; Sharma, Kshitij; Mikalef, Patrick; Giannakos, Michail (Peer reviewed; Journal article, 2020)Abstract. This study examines how quickly we can predictusers’ ratings on vis-ual aesthetics in terms of simplicity, diversity, colorfulness, craftsmanship.To predict users’ ratings, first we capturegaze behaviorwhile ... -
Identifying Dropout Factors in Information Technology Education: A Case Study
Giannakos, Michail; Aalberg, Trond; Divitini, Monica; Jaccheri, Maria Letizia; Mikalef, Patrick; Pappas, Ilias; Sindre, Guttorm (Journal article, 2017)Educators and researchers have been working to understand the reasons that may be contributing to high dropout rates, and low rates of participation, by females in the computer and information sciences discipline. Along ...