The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism

Purpose As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resou...

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Bibliographic Details
Published in:VINE journal of information and knowledge management systems 2024-07, Vol.54 (5), p.1124-1152
Main Authors: Khan, Adeyl, Talukder, Md. Shamim, Islam, Quazi Tafsirul, Islam, A.K.M. Najmul
Format: Article
Language:English
Subjects:
Analytics
Big Data
Business analytics
Competition
Competitive advantage
Data analysis
Decision making
Impact analysis
Industrial development
Information systems
Innovations
Integrated approach
Operations management
Supply chains
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Summary:Purpose As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resources like information quality and innovative capacity considering industry dynamism and the resulting impact on firm performance. Design/methodology/approach This paper tested the research hypothesis using primary data collected from 192 companies operating in Bangladesh. The data were analyzed using partial least squares-based structural equation modeling. Findings The results indicate that BA capabilities improve business resources like information quality and innovative capacity, which, in turn, significantly impact a firm’s agility. This paper also found out that industry dynamism moderates the firms’ agility and, ultimately, firms’ performance. Practical implications The contribution of this work provides insight regarding the role of business analytics capabilities in increasing organizational agility and performance under the moderating effects of industry dynamism. Originality/value The present research is to the best of the authors’ knowledge among the first studies considering a firm’s agility to explore the impact of BA on a firm’s performance in a dynamic environment. While previous researchers discussed resources like information quality and innovative capability, current research theoretically argues that these items are a leveraging point in a BA context to increase firm agility.
ISSN:2059-5891
2059-5891
2059-5905
DOI:10.1108/VJIKMS-01-2022-0027