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Artificial intelligence empowerment: The impact of research and development investment on green radical innovation in high‐tech enterprises

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  • Huishuang Su
  • Xintong Qu
  • Shuo Tian
  • Qiang Ma
  • Ling Li
  • Yong Chen

Abstract

Artificial intelligence (AI) has become an important driving force leading the new round of scientific and technological revolution and industrial transformation worldwide. AI empowers green radical innovation (GRI), a vital strategic orientation for high‐tech enterprises. To explore the relationship between research and development (R&D) investment and GRI and identify the contingency factors that affect the relationship, this paper proposes a framework and conducts a survey to test it. The findings indicate that R&D investment and GRI have an inverted U‐shaped relationship, that organizational learning meditates the relationship and that management process innovation and organization structure innovation moderate the relationship positively and negatively, respectively. The findings clarify the intermediate mechanism of the transformation from R&D investment to GRI. They will help high‐tech enterprises improve their innovation ability and achieve technological leapfrogging and sustainable development in the context of AI and the green economy.

Suggested Citation

  • Huishuang Su & Xintong Qu & Shuo Tian & Qiang Ma & Ling Li & Yong Chen, 2022. "Artificial intelligence empowerment: The impact of research and development investment on green radical innovation in high‐tech enterprises," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 489-502, May.
    • Handle: RePEc:bla:srbeha:v:39:y:2022:i:3:p:489-502
    DOI: 10.1002/sres.2853
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    2. Piaopeng Song & Yuxiao Gu & Bin Su & Arifa Tanveer & Qiao Peng & Weijun Gao & Shaomin Wu & Shihong Zeng, 2023. "The Impact of Green Technology Research and Development (R&D) Investment on Performance: A Case Study of Listed Energy Companies in Beijing, China," Sustainability, MDPI, vol. 15(16), pages 1-24, August.
    3. Qiliang Wang & Qingquan Jiang & Hongxia Yu, 2023. "Analysis of the Influence of Entrepreneurial Apprehension and Entrepreneurial Strategic Orientation on Breakthrough Innovation," Sustainability, MDPI, vol. 15(9), pages 1-14, April.
    4. Xi Zhang, 2022. "Incremental Innovation: Long-Term Impetus for Design Business Creativity," Sustainability, MDPI, vol. 14(22), pages 1-24, November.

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