The role of big data analytics and organizational agility in improving organizational performance of business processing organizations

Ali Turi, Jamshid; Khwaja, Muddasar Ghani; Tariq, Fareena; Hameed, Athar

Abstract

Purpose
Business processing organizations are continuously focusing on customer knowledge management (CKM) due to the competitive business environment. CKM is being recognized as an essential source for improving organizational performance (OP). This study focuses on understanding CKM and its impact on OP. It also explores the moderating role of big data analytics capability (BDAC) on OP. Moreover, the mediating role of operational and strategic agility on OP was empirically tested.

Design/methodology/approach
Positivist research doctrine has been deployed and data was collected using structured survey using cross-sectional approach. The data were collected from 392 employees working in business processing software houses in the emerging market of Pakistan. Structural equation modeling (SEM) was deployed for the estimation of theoretical model.

Findings
The study's findings indicate that CKM has no significant impact on OP; although the presence of BDAC moderates the relationship significantly. Moreover, the study recommends that CKM and BDAC to be tested in the project environment, considering organization's operational and technical capabilities.

Research limitations/implications
The study proclaims that BDAC can be helpful for organizations to improve their capabilities and output. Likewise, enhancing BDAC reduces failure rates of the projects.

Originality/value
This study provides a critical theoretical and practical contribution to project management in business processing organizations. Big data analytics can be of value for diagnostic, predictive and prescriptive analysis in the project management context.

Citation

Ali Turi, J., Khwaja, M. G., Tariq, F., & Hameed, A. (2023). The role of big data analytics and organizational agility in improving organizational performance of business processing organizations. Business Process Management Journal, 29(7), 2081-2106. https://doi.org/10.1108/BPMJ-01-2023-0058

• Journal Article Type: Article
• Acceptance Date: Aug 24, 2023
• Publication Date: Oct 24, 2023
• Deposit Date: Jan 13, 2025
• Journal: Business Process Management Journal
• Print ISSN: 1463-7154
• Publisher: Emerald
• Peer Reviewed: Peer Reviewed
• Volume: 29
• Issue: 7
• Pages: 2081-2106
• DOI: https://doi.org/10.1108/BPMJ-01-2023-0058
• Keywords: BPOs; Customer knowledge management; strategic agility; operational agility; project performance
• Public URL: https://keele-repository.worktribe.com/output/1017930