Factors influencing dynamic capabilities of entrepreneurial-led organisations to achieve analytical transformation

Sandhya Kalale Srinivas, Arti Arun Kumar and N. Elangovan

International Journal of Business Environment, 2025, vol. 16, issue 1, 77-98

Abstract: 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.

Keywords: analytical decision making; dynamic capability; prescriptive analytics; analytical transformation; organisational effectiveness; information processing; organisation efficiency; entrepreneur led organisation; analytical orientation; data centralisation; data infrastructure; networking capability; evidence-based decision making; advanced analytics; predictive analytics. (search for similar items in EconPapers)
Date: 2025
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