Research on the Impact of Digital Transformation of Enterprises on Green Innovation Technology

Based on big language modeling

Authors

  • Jianli He
  • Li Cao
  • Xingxing Kong

DOI:

https://doi.org/10.54097/m8yvwz68

Keywords:

Digital Transformation, Green Innovation Technology, Big Language Modeling

Abstract

With the vigorous development of the Internet and emerging production technologies, digital economy as a new type of economic form has shown vigorous development, injecting new momentum into the evolution of the traditional economic structure of society. Based on promoting the realization of the "double carbon" goal and accelerating the construction of a new type of energy economic system, this study is based on a large language model, using the data from the annual reports of China's A-share listed companies from 2013-2023 to build a corpus, to further measure the level of digital transformation of enterprises, to construct a digital transformation index system, and to explore the impact of digital transformation on green innovation technology. impact of green innovation technology. According to the results of empirical analysis, the R&D capability, profitability, and dynamic ability of companies in digital transformation effectively motivate the research of green innovation technology.

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References

[1] YAO Xiaotao, QI Hui, LIU Linlin, et al. Enterprise digital transformation:Re-understanding and re-starting[J]. Journal of Xi'an Jiaotong University, 2022, 42(03):1-9.

[2] JIN Xingye, ZUO Congjiang, FANG Mingyue, et al. The measurement challenge of enterprise digital transformation:A new approach and new findings based on a large language model[J]. Economic Research, 2024, 59(03):34-53.

[3] Zhang Xiaheng. The Logical Basis, Inner Mechanism and Implementation Suggestions of New Quality Productivity to Promote High-Quality Economic Development[J]. Lanzhou Journal, 2024,(11):113-119.

[4] Hu Zewen, Wang Mengya, Han Yarong. Research on Multidimensional Indicator Identification and Evolution Analysis of Emerging Technology Topics Based on LDA2Vec-BERT--Taking Disruptive Technology Field:Blockchain as an Example[J]. Modern Intelligence, 2024, 44(09):42-58.

[5] Chen Yuncui. Research on the Impact of Digital Transformation on Continuous Green Innovation of Enterprises [D]. Henan University, 2023.

[6] LvZhimei. Research on the impact of enterprise digital transformation on green innovation efficiency[J]. Industrial Innovation Research, 2024,(08):148-150.

[7] YUAN Xiaoneng, JI Xiang, YANG Chen. Whether Digital Transformation of Enterprises Enhances the Quantity and Quality of Green Technology Innovation: An Empirical Study Based on A-share Listed Companies[J]. Journal of Nanjing University of Engineering, 2024, 24(01):46-60.

[8] Braun E, Wield D. Regulation as a means for the social control of technology[J]. Technology Analysis & Strategic Management, 1994, 6(3): 259-272.

[9] EI-Kassar A N, Singh S K. Grenn innovation and organizational performance: the influence of big data and the moderating role of management commitment and HR practices[J].Technological Forecasting and Social Chang, 2019, 144:483-498.

[10] Mubarak M F, Tiwari S, Petraite M, et al. How Industry 4.0tecnologies and open innaovation can improve green innovation performance?[J].Management of Environmental Quality, 2021, 32(5):1007-1022.

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Published

14 April 2025

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Section

Articles

How to Cite

He, J., Cao, L., & Kong, X. (2025). Research on the Impact of Digital Transformation of Enterprises on Green Innovation Technology: Based on big language modeling. International Journal of Education and Humanities, 19(1), 1-10. https://doi.org/10.54097/m8yvwz68