Big data analytics capabilities: a systematic literature review and research agenda

P Mikalef, IO Pappas, J Krogstie… - Information systems and e …, 2018 - Springer
With big data growing rapidly in importance over the past few years, academics and
practitioners have been considering the means through which they can incorporate the shifts …

[HTML][HTML] Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities

P Mikalef, J Krogstie, IO Pappas, P Pavlou - Information & Management, 2020 - Elsevier
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 …

Explainable artificial intelligence: objectives, stakeholders, and future research opportunities

C Meske, E Bunde, J Schneider… - Information Systems …, 2022 - Taylor & Francis
Artificial Intelligence (AI) has diffused into many areas of our private and professional life. In
this research note, we describe exemplary risks of black-box AI, the consequent need for …

Understanding dark side of artificial intelligence (AI) integrated business analytics: assessing firm's operational inefficiency and competitiveness

NP Rana, S Chatterjee, YK Dwivedi… - European Journal of …, 2022 - Taylor & Francis
The data-centric revolution generally celebrates the proliferation of business analytics and
AI in exploiting firm's potential and success. However, there is a lack of research on how the …

[HTML][HTML] The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance

E Kristoffersen, P Mikalef, F Blomsma, J Li - International Journal of …, 2021 - Elsevier
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 …

Big data analytics capabilities and innovation: the mediating role of dynamic capabilities and moderating effect of the environment

P Mikalef, M Boura, G Lekakos… - British journal of …, 2019 - Wiley Online Library
With big data analytics growing rapidly in popularity, academics and practitioners have been
considering the means through which they can incorporate the shifts these technologies …

[HTML][HTML] Big data analytics and firm performance: Findings from a mixed-method approach

P Mikalef, M Boura, G Lekakos, J Krogstie - Journal of business research, 2019 - Elsevier
Big data analytics has been widely regarded as a breakthrough technological development
in academic and business communities. Despite the growing number of firms that are …

[HTML][HTML] Prescriptive analytics: Literature review and research challenges

K Lepenioti, A Bousdekis, D Apostolou… - International Journal of …, 2020 - Elsevier
Business analytics aims to enable organizations to make quicker, better, and more
intelligent decisions with the aim to create business value. To date, the major focus in the …

[HTML][HTML] Explainable AI for operational research: A defining framework, methods, applications, and a research agenda

KW De Bock, K Coussement, A De Caigny… - European Journal of …, 2024 - Elsevier
The ability to understand and explain the outcomes of data analysis methods, with regard to
aiding decision-making, has become a critical requirement for many applications. For …