crossrefSustainability2025-06-26Cited by 6
The Driving Impact of Digital Innovation Ecosystems on Enterprise Digital Transformation: Based on an Interpretable Machine Learning Model
Jiamin Liu, Yongheng Fang, Yabing Ma
This paper is based on data from Chinese digital creative enterprises from 2015 to 2023. A regression model is constructed to test the driving mechanism of the digital innovation ecosystem on the digital transformation of enterprises. The Shapley Additive exPlanations (SHAP) mach…