Big data analytics capability in supply chain agility: The moderating effect of organizational flexibility

R Dubey, A Gunasekaran, SJ Childe - Management decision, 2019 - emerald.com
… to examine when and how organizations build big data analytics capability (BDAC) to improve
… OF on the path connecting data analytics capability and supply chain resilience (H4a) and …

Social media big data analytics: A survey

NA Ghani, S Hamid, IAT Hashem, E Ahmed - Computers in Human …, 2019 - Elsevier
… Cornerstone View is an example of diagnostic analytics that provides the speediest and
easiest path for management/organizations to acquire valuable knowledge with respect to …

Role of big data analytics in developing sustainable capabilities

SK Singh, AN El-Kassar - Journal of cleaner production, 2019 - Elsevier
… -group analysis to examine for significance, if any, in the pathpath coefficients results for
each group and compare the results. We found significant differences among two direct path

Linking big data analytics and operational sustainability practices for sustainable business management

RD Raut, SK Mangla, VS Narwane, BB Gardas… - Journal of cleaner …, 2019 - Elsevier
Path analysis only inspects the “causal links” between observed variables, whereas CFA
examines “casual links” form factors as well as latent variables. Thus, CFA evaluates validity …

How big data enriches maritime research–a critical review of Automatic Identification System (AIS) data applications

D Yang, L Wu, S Wang, H Jia, KX Li - Transport Reviews, 2019 - Taylor & Francis
trajectory prediction and analysis, anomaly detection, and collision avoidance). Trajectory
… The applications of shipping AIS big data analysis in academic research are relatively new, …

Big data and predictive analytics and manufacturing performance: integrating institutional theory, resource‐based view and big data culture

R Dubey, A Gunasekaran, SJ Childe… - British Journal of …, 2019 - Wiley Online Library
big data culture and subsequently improving cost and operational performance. We test our
research hypotheses using 195 surveys, gathered using a pre-tested questionnaire… PLS path

[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
… how, big data can help attain a competitive advantage. To address this question, this study
draws … literature on big data analytics, and examines the indirect relationship between a firm’s …

Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation

F Ciampi, S Demi, A Magrini, G Marzi, A Papa - Journal of Business …, 2021 - Elsevier
… scores and used these scores to calculate the path coefficients and the R 2 value of each …
obtained from the path coefficients estimated using the training sample data. The similarity …

The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism

SF Wamba, R Dubey, A Gunasekaran… - International Journal of …, 2020 - Elsevier
… Hence, we can argue that big data analytics can help … organizational level of usage of big
data analytics and its effects on … our understanding of how big data analytics–enabled dynamic …

Can big data and predictive analytics improve social and environmental sustainability?

R Dubey, A Gunasekaran, SJ Childe… - … forecasting and social …, 2019 - Elsevier
… In this study, we particularly focus on two performance … : What are the effects of big data
& predictive analytics on social … We further summarised our PLS path coefficients and p-…