Year: 2025
Type: preprint
Abstract: Entrepreneurial Orientation (EO), as a strategic posture of firms, has gained significant attention in entrepreneurship and strategic management. However, research on EO’s antecedents remains fragmented. Existing studies focus on individual, team, organizational, and environmental factors, but the key predictors of EO variation remain unclear. This study aims to address this gap by using machine learning techniques to analyze structured data from publicly listed firms and CEOs, along with unstructured textual data, to identify critical variables influencing EO. this study offers novel insights into the antecedents of EO, contributing to a more comprehensive understanding of its influencing factors.
Authors: Gang Cao, He Zhu
Institutions: Anhui University of Finance and Economics, Linyi University
Language: English
Subfield: Management of Technology and Innovation
Domain: Social Sciences
Open Access status: gold
OpenAlex ID: W7084154547
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