Logo image
Big Data Analytics Capability and Business Alignment for Organizational Agility: A Fit Perspective
Journal article   Open access   Peer reviewed

Big Data Analytics Capability and Business Alignment for Organizational Agility: A Fit Perspective

Chaohong Xie, Xianhao Xu, Yeming Gong and Jie Xiong
Journal of Global Information Management, Vol.30(1)
01/05/2022

Abstract

Data Science Big Data Analytics Capability Fit Perspective Market Responsiveness Agility
"This paper investigates the impact of big data analytics capability (BDAC) on organizational agility under the moderating effect of BDAC–business alignment and its impact on performance through organizational agility. Data from a matched-pair survey of business, data technology, and financial executives in 161 organizations were used to examine the proposed research model. This paper used partial least squares–structural equation modeling and hierarchical component analysis to examine the data. The results suggest a positive mediation role of organizational agility in the relationship between big data analytics capability and organizational performance, except that the mediation effect of operational adjustment agility on BDAC and market performance is not statistically significant. This study also finds that alignment between the business strategy and the big data analytics strategy enhances the relationship between BDAC and market responsiveness agility. It proposes a new perspective which is to realize the value of BDAC in enhancing agility and performance."
pdf
GONG 2022 Big-Data-Analytics-Capability-and-Business-Alignment-for-Organizational-Agility -A-Fit-PerspectiveDownloadView
Open Access

Metrics

1 File views/ downloads
23 Record Views

Details

InCites Highlights

These are selected metrics from InCites Benchmarking & Analytics tool, related to this contribution

Collaboration types
Domestic collaboration
International collaboration
Citation topics
6 Social Sciences
6.3 Management
6.3.2 Innovation Strategies
Web of Science research areas
Information Science & Library Science
Logo image