Research Article
Digital Transformation, Dynamic Capability and Green Technology Innovation: Empirical Evidence Based on Text Analysis Methods
@INPROCEEDINGS{10.4108/eai.6-1-2023.2330372, author={Jiarun He and Binyi Sun}, title={Digital Transformation, Dynamic Capability and Green Technology Innovation: Empirical Evidence Based on Text Analysis Methods}, proceedings={Proceedings of the 2nd International Conference on Big Data Economy and Digital Management, BDEDM 2023, January 6-8, 2023, Changsha, China}, publisher={EAI}, proceedings_a={BDEDM}, year={2023}, month={6}, keywords={digital transformation text recognition dynamic capability green technology innovation}, doi={10.4108/eai.6-1-2023.2330372} }- Jiarun He
Binyi Sun
Year: 2023
Digital Transformation, Dynamic Capability and Green Technology Innovation: Empirical Evidence Based on Text Analysis Methods
BDEDM
EAI
DOI: 10.4108/eai.6-1-2023.2330372
Abstract
Digital transformation is one of the important ways for enterprises to enhance their core competitiveness and achieve sustainable development. Based on the data of listed resource-based enterprises in China from 2012 to 2019, this paper uses python and crawler technology to collect the key words of "digital transformation" in the annual report of enterprises, and combines the dynamic capability theory and social network theory to empirically test the impact of digital transformation on enterprises' green technology innovation and its transmission mechanism. The research found that digital transformation can significantly improve the level of green technology innovation of enterprises; Digital transformation has a significant positive impact on innovation ability, growth ability and resource integration ability; Innovation ability, growth ability and resource integration ability all have a partial intermediary effect between digital transformation and green technology innovation. The research conclusion provides research ideas for the follow-up resource-based enterprises to promote green technology innovation and guide the digital transformation of enterprises.
