Digital Transformation and Green Technology Innovation in Manufacturing Enterprises: A Study Based on Big Data Text Mining  

作　　者：YIN Ximing WANG Zhaohui CHEN Jin LI Jizhen 

机构地区：[1]School of Management and Economics,Bejing Institute of Technology,Bejing 100081,China [2]HKU Business School,The University of Hong Kong,Hong Kong 999077,China [3]School of Economics and Management,Tsinghua University,Bejing 100084,China

出　　处：《Frontiers of Business Research in China》2024年第3期298-317,共20页中国高等学校学术文摘·工商管理研究（英文版）

基　　金：supported by the Youth Project of the National Natural Science Foundation of China"A Study on the Mechanism of Promoting Academic Entrepreneurship and Achievement Transformation in Chinese Universities from a Multi-Level System Perspective"(No.72104027);the Major Project of the Party Building Center of the Ministry of Industry and Information Technology "A Study on the Theoretical Paradigm of China's Digital Economy Development under the Guidance of Xi Jinping Thought on Economy"(No.GXZY2210).

摘　　要：Digital transformation serves as a new driving force and engine for enterprise innovation.Meanwhile,the national strategy of carbon peaking and carbon neutrality has set new goals and requirements for the green development of the Chinese manufacturing industry.From the three-dimensional perspective of"strategy-resource-institution,"this paper explores the impact and mechanism of digital transformation on green technology innovation of Chinese manufacturing enterprises and the heterogeneous impact of the institutional logic of ownership structure.Using a sample of 1,016 A-share listed manufacturing companies on the Shanghai and Shenzhen Stock Exchanges from 2011 to 2019 and based on big data text mining and a negative binomial regression model,this study finds that:(1)Digital strategy significantly enhances green technology innovation capability of enterprises;(2)digital resource investment partially mediates the effect of digital strategy on the enhancement of green technology innovation capability;and(3)the ownership structure of enterprises plays a moderating role in the mediating relationship mentioned above.Specifically,compared to state-owned enterprises(SOEs),non-state-owned enterprises(NsOEs)show no significant difference in the stages where digital strategy promotes green technology innovation and guides digital resource investment.However,they demonstrate higher efficiency in transforming digital resource investment into green technology innovation.The robustness test indicates that the significant effect of digital strategy and resource investment on green technology innovation in enterprises remains valid in the medium term,with a continuous enabling effect.There is no significant difference between SOEs and NsOEs in the medium and long term in promoting green technology innovation through digital transformation.Further,introducing keyword text networks to explore the structural impact of digital strategy,this study finds that digital product and manufacturing strategy are adequate strategic dimensions

关 键 词：digital transformation carbon peaking and carbon neutrality green technology innovation STRATEGY resource-based view(RBV) 

分 类 号：F27[经济管理—企业管理] F49[经济管理—国民经济]