Blar i NTNU Open på forfatter "Mikalef, Patrick"
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Social Innovation And Social Entrepreneurship Through Big Data: Developing A Reseach Agenda
Pappas, Ilias; Jaccheri, Maria Letizia; Mikalef, Patrick; Giannakos, Michail (Chapter, 2017)The power of big data and their applications are evident through the enormous attention they have received over the past few years, with the majority of the research focusing on solving technical and business problems. ... -
Strategic Value Creation through Big Data Analytics Capabilities: A Configurational Approach
van de wetering, Rogier; Mikalef, Patrick; Krogstie, John (Journal article; Peer reviewed, 2019)Despite the documented potential of Big Data Analytics Capabilities (BDAC), it is by no means clear how they support the capacity of firms to purposefully create, extend, or modify their resource bases, i.e., dynamic ... -
Study of the effect of choice of organizational culture on artificial intelligence (AI) resources adoption
Latif, Sidra Tul Muntaha (Master thesis, 2020)Over the last decade, continuous improvement in the high-performance computing systems has provided a significant boost to the inclusion of artificial intelligence (AI) practices to businesses. However, only a handful of ... -
Systematic literature review of E-learning capabilities to enhance organizational learning
Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias (Journal article; Peer reviewed, 2021)E-learning systems are receiving ever increasing attention in academia, business and public administration. Major crises, like the pandemic, highlight the tremendous importance of the appropriate development of e-learning ... -
Tag Inference
Minsås, Håvard Rakbjørg (Master thesis, 2023)Moderne bygg bruker i større grad enn tidligere ulike sensorer for å overvåke ulike deler av konstruksjonen. Slik data lagres gjerne som en tidsserie, hvor verdier assosieres med et tidsstempel. I denne oppgaven behandles ... -
Task-Technology Fit in Manufacturing: Examining Human-Machine Symbiosis Through a Configurational Approach
Mikalef, Patrick; Torvatn, Hans Yngvar; Arica, Emrah (Journal article; Peer reviewed, 2019)With the last few years seeing an increased introduction of technological innovations in factories, one of the most pressing issues is how these technologies can be deployed to optimally support the activities of professionals ... -
Technology-Enhanced Organizational Learning: A Systematic Literature Review
Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias (Journal article; Peer reviewed, 2019)E-Learning systems are receiving ever increasing attention in, academia, businesses as well as in public administrations. Managers and employee who need efficient forms of training as well as learning flow within the ... -
The effect of strategic alignment of complementary IT and organizational capabilities on competitive firm performance
van de wetering, Rogier; Mikalef, Patrick (Journal article; Peer reviewed, 2017)This study explores how firm performance can be explained from the strategic alignment of information technology (IT) and organizational capabilities, i.e., IT flexibility, dynamic capabilities, and absorptive capacity. ... -
The human side of big data: Understanding the skills of the data scientist in education and industry
Mikalef, Patrick; Giannakos, Michail; Pappas, Ilias; Krogstie, John (Journal article; Peer reviewed, 2018)It is widely recognized by public and private organizations, that the biggest challenge faced in light of the data revolution is finding people with the required set of skills to transform data into actionable insight. The ... -
The Introduction of Machine Learning in the Design Process - A Study of Norwegian Design Consultancies
Stige, Åsne (Master thesis, 2022)Tradisjonelt blir designprosessen utført av menneskelige designere som får støtte fra tradisjonelle verktøy. Den kontinuerlige utviklingen av nye teknologier fører imidlertid til muligheten for å automatisere deler av ... -
The Potential and Challenges of Extended Reality (XR) Technology in Healthcare
Valen, Nora Vaage (Master thesis, 2023)De siste årene har forskning på utvidet virkelighet(XR) vist potensielle fordeler innen flere kliniske bruksområder. Imidlertid har manglende implementasjon i klinisk praksis gjort det vanskelig å fastlå den faktiske ... -
The relations between IT work distribution, project benefits management and organizational performance
Holgeid, Knut Kjetil; Krogstie, John; Mikalef, Patrick (Journal article; Peer reviewed, 2019)In this paper we study the distribution of effort across IT development and maintenance activities, termed IT work distribution. We surveyed 88 Norwegian organizations as part of a longitudinal analysis including data for ... -
The role of contemporary skills in information technology professionals: An FsQCA approach
Giannakos, Michail; Pappas, Ilias; Mikalef, Patrick (Journal article; Peer reviewed, 2017)Information Technology (IT) industries’ knowledge and ability to innovate, heavily relies in the skills of the IT professionals. In particular, inefficiencies usually come from the lack of skills or IT professionals’ ... -
Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes
Papagiannidis, Emmanouil; Enholm, Ida Merete; Dremel, Christian; Mikalef, Patrick; Krogstie, John (Journal article; Peer reviewed, 2022) -
Toward the understanding of national culture in the success of non‐pharmaceutical technological interventions in mitigating COVID-19 pandemic
Gupta, Manjul; Shoja, Amin; Mikalef, Patrick (Journal article; Peer reviewed, 2021)This study conceptually explores the relationship between a nation’s culture and the success of utilizing various digital technologies to mitigate the spread of a pandemic, such as novel coronavirus (COVID-19). In the ... -
Towards a business analytics capability for the circular economy
Kristoffersen, Eivind; Mikalef, Patrick; Blomsma, Fenna; Li, Jingyue (Peer reviewed; Journal article, 2021)Digital technologies are growing in importance for accelerating firms’ circular economy transition. However, so far, the focus has primarily been on the technical aspects of implementing these technologies with limited ... -
Towards a Smart Circular Economy: How digital technologies can support the adoption of circular economy
Kristoffersen, Eivind (Doctoral theses at NTNU;2021:288, Doctoral thesis, 2021)The digital transformation holds much potential for solving some of society’s grandest and most pressing challenges, such as climate change and resource depletion. Specifically, digital technologies (DTs) represent a major ... -
Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda
Conboy, Kieran; Mikalef, Patrick; Dennehy, Denis; Krogstie, John (Journal article; Peer reviewed, 2019)While the topic of analytics is rapidly growing in popularity across various domains, there is still a relatively low amount of empirical work in the field of operations research (OR). While studies of various technical ... -
Value co-creation and purchase intention in social commerce: The enabling role of word-of-mouth and trust
Mikalef, Patrick; Pappas, Ilias; Giannakos, Michail (Chapter, 2017)Social commerce combines commercial and social activities, and has managed in a very short period of time to attract the interest of researchers and practitioners. In this study we use theories of trust and value co-creation ... -
Value Co-Creation and Trust in Social Commerce: An fsQCA approach
Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Pavlou, Paul (Chapter, 2017)This study aims to explain how value co-creation, between customers and companies, and key aspects of trust combine to influence customers’ purchase intentions in social commerce. Value co-creation is decomposed into two ...