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

Chaohong Xie, Xianhao Xu, Yeming Gong () and Jie Xiong
Additional contact information
Chaohong Xie: HUST - Huazhong University of Science and Technology [Wuhan]
Xianhao Xu: HUST - Huazhong University of Science and Technology [Wuhan]
Yeming Gong: EM - EMLyon Business School
Jie Xiong: ESSCA - ESSCA – École supérieure des sciences commerciales d'Angers = ESSCA Business School

Post-Print from HAL

Abstract: 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.

Keywords: Data Science; Big Data Analytics Capability; Fit Perspective; Market Responsiveness Agility (search for similar items in EconPapers)
Date: 2022-05-01
New Economics Papers: this item is included in nep-cse and nep-ict
Note: View the original document on HAL open archive server: https://hal.science/hal-04325618v1
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (4)

Published in Journal of Global Information Management, 2022, 30 (1), 27 p. ⟨10.4018/JGIM.302915⟩

Downloads: (external link)
https://hal.science/hal-04325618v1/document (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:hal:journl:hal-04325618

DOI: 10.4018/JGIM.302915

Access Statistics for this paper

More papers in Post-Print from HAL
Bibliographic data for series maintained by CCSD ().