The Impact of Digital Transformation on Corporate Green Innovation in the Era of Big Data: A Text Analysis Based on Python

The article employs Python to depict the influence of enterprises digital transformation, using China A-share listed companies from 2011 to 2022 as samples. The study empirically explores how digital transformation influences green innovation. The study finds that digital transformation significantly enhances the level of green innovation in enterprises, and this conclusion holds steady even after conducting various robustness checks. By easing financing constraints, green innovation is more fostered by digital transformation. The positive impact of digital transformation on green innovation is more significant in large-scale enterprises, state-owned enterprises, and heavily polluting industries. The article summarizes the experiences and insights of enterprise innovation development in the big data time, enriches the literature on the intrinsic driving factors of corporate green innovation, and provides valuable references for the formulation of subsequent related policies.