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 …

[PDF][PDF] Digital transformation in operations management: Fundamental change through agency reversal

S Angelopoulos, E Bendoly… - Journal of …, 2023 - research.tilburguniversity.edu
The emergence of digital technologies across all aspects of operations management (OM)
has enabled shifts in decision making, sha** new operational dynamics and business …

Why some products compete and others don't: A competitive attribution model from customer perspective

Y Qian, Y Jiang, J Shang, Y Chai, Y Liu - Decision Support Systems, 2023 - Elsevier
Competitive intelligence uses information collected about competitors to derive better
managerial insights. In this study, we focus on identifying the competitors and detecting the …

[HTML][HTML] Stewardship of personal data on social networking sites

S Angelopoulos, M Brown, D McAuley, Y Merali… - International Journal of …, 2021 - Elsevier
Abstract The extant Information Management literature highlights the asymmetric distribution
of power between users and online platforms, while the issues related to the stewardship of …

Wake up and search for coffee: Considering the circadian rhythm of consumers on online marketplaces

Z Liang, S Angelopoulos, M Zuo, CXJ Ou - Journal of Business Research, 2024 - Elsevier
Online marketplaces are characterised by rapid product updates and understanding
consumer variety-seeking behaviour (VSB) is paramount for brands operating in this …

Identification and analysis of strawberries' consumer opinions on twitter for marketing purposes

JD Borrero, A Zabalo - Agronomy, 2021 - mdpi.com
Data are currently characterized as the world's most valuable resource and agriculture is
responding to this global trend. The challenge in that particular field of study is to create a …

Modeling and Interpreting the Propagation Influence of Neighbor Information in Time-Variant Networks with Exemplification by Financial Risk Prediction

J Wang, L Zhou, C Jiang, Z Wang - Journal of Management …, 2025 - Taylor & Francis
Extracting effective features from dynamic networks underpins the development of network-
based artificial intelligence (AI) methods and decision support systems. Despite existing …

Voice of the Professional: Acquiring competitive intelligence from large-scale professional generated contents

Y Qian, H Ling, X Meng, Y Jiang, Y Chai… - Journal of Business …, 2024 - Elsevier
Professional generated content (PGC) serves as a vital and reliable online source that
provides large-scale information about various aspects of brands and products. This study …

Exploring Consumer Behavior in Indonesian Online Marketplaces

Z Zulkifli, W Rachbini, A Agustina… - … of Management and …, 2025 - econjournals.org.tr
The burgeoning landscape of online marketplaces in Indonesia has prompted an
exploration into the intricate interplay between consumer browsing behaviors and their …

Different characteristics of social networks for COVID-19 in Europe

S Yum - European Review, 2022 - cambridge.org
This study sheds new light on the different characteristics of social networks for COVID-19 in
European regions. This study explores six countries (the United Kingdom, Spain, Italy …