Factors influencing dynamic capabilities of entrepreneurial-led organisations to achieve analytical transformation
advanced analytics; analytical decision making; analytical orientation; analytical transformation; data centralisation; data infrastructure; dynamic capability; entrepreneur led organisation; evidence-based decision making; information processing; networking capability; organisation efficiency; organisational effectiveness; predictive analytics; prescriptive analytics
Entrepreneurial spirit transforms the economic scenario resulting in a significant contribution to society. Analytical transformation enables entrepreneurs with superior effective decision-making capability through information gathering, advanced technology adoption and data analysis. Effective analysis leads to superior organisational performance. However, in entrepreneurial-led large Indian organisations, the adoption of analytics is limited to predicting results. The study aims to identify the key factors that impact analytical transformation. The study also aims to identify key dynamic capabilities to achieve such transformation. This article identifies base theories related to the identified concepts. This article aims to develop an analytical transformation capability model for entrepreneurial-driven large industries. This study also empirically validates the proposed research model. The study concludes that entrepreneurial-led large Indian technology-driven industries lag behind their technology peers in adopting prescriptive analytics. The study also proposes an analytical transformation theory that aims to provide necessary techniques to improve organisational effectiveness. Copyright 2025 Inderscience Enterprises Ltd.
Srinivas, Sandhya Kalale; Kumar, Arti Arun; Elangovan, N.
International Journal of Business Environment;Volume;16;Issue;1;pp.77-98
https://doi.org/10.1504/IJBE.2025.143091 https://www.scopus.com/pages/publications/85216006573?origin=resultslist
Srinivas S.K., Christ University, Karnataka, Bangalore, 560029, India; Kumar A.A., Christ University, Karnataka, Bangalore, 560029, India; Elangovan N., Christ University, Karnataka, Bangalore, 560029, India