Theory building with big data-driven research–Moving away from the “What” towards the “Why”
AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …
Systems (IS) studies. Such studies often use large datasets, which may incorporate …
Big data, data science, and analytics: The opportunity and challenge for IS research
We address key questions related to the explosion of interest in the emerging fields of big
data, analytics, and data science. We discuss the novelty of the fields and whether the …
data, analytics, and data science. We discuss the novelty of the fields and whether the …
Big data research in information systems: Toward an inclusive research agenda
Big data has received considerable attention from the information systems (IS) discipline
over the past few years, with several recent commentaries, editorials, and special issue …
over the past few years, with several recent commentaries, editorials, and special issue …
Data-driven meets theory-driven research in the era of big data: Opportunities and challenges for information systems research
The era of big data provides many opportunities for conducting impactful research from both
data-driven and theory-driven perspectives. However, data-driven and theory-driven …
data-driven and theory-driven perspectives. However, data-driven and theory-driven …
[HTML][HTML] Revisiting IS research practice in the era of big data
Through building and testing theory, the practice of research animates data for human sense-
making about the world. The IS field began in an era when research data was scarce; in …
making about the world. The IS field began in an era when research data was scarce; in …
Utilizing big data analytics for information systems research: challenges, promises and guidelines
This essay discusses the use of big data analytics (BDA) as a strategy of enquiry for
advancing information systems (IS) research. In broad terms, we understand BDA as the …
advancing information systems (IS) research. In broad terms, we understand BDA as the …
New state of play in information systems research
V Grover, K Lyytinen - MIS quarterly, 2015 - JSTOR
The dominant way of producing knowledge in information systems (IS) seeks to domesticate
high-level reference theory in the form of mid-level abstractions involving generic and …
high-level reference theory in the form of mid-level abstractions involving generic and …
[HTML][HTML] Data science: developing theoretical contributions in information systems via text analytics
Scholars have been increasingly calling for innovative research in the organizational
sciences in general, and the information systems (IS) field in specific, one that breaks from …
sciences in general, and the information systems (IS) field in specific, one that breaks from …
[PDF][PDF] Building social media theory from case studies: A new frontier for IS research
C Urquhart, E Vaast - 2012 - Citeseer
This paper concentrates on a major concern in the IS field–theory building–and couples it
with a major development in our field, social media-related environments, to consider how …
with a major development in our field, social media-related environments, to consider how …
Big data: An interdisciplinary opportunity for information systems research
M Schermann, H Hemsen, C Buchmüller, T Bitter… - …, 2014 - Springer
Abstract “Big data” describes technologies that promise to fulfill a fundamental tenet of
research in information systems, which is to provide the right information to the right receiver …
research in information systems, which is to provide the right information to the right receiver …