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How to promote green innovation of high-pollution firms? A fuzzy-set QCA approach based on the TOE framework

Author

Listed:
  • Sha Lou

    (Harbin University of Commerce)

  • Chunqiong Yao

    (Harbin University of Commerce)

  • Dehua Zhang

    (Harbin University of Commerce)

Abstract

High-pollution firms’ green innovation is crucial for them to gain a competitive advantage in the green economy. However, scholars are limited to exploring the "net effects" of green innovation and rarely involve high-polluting industries. Based on the TOE framework theory and using fuzzy-set qualitative comparative analysis methodology, we explored the influence of antecedents upon high-pollution firms’ green innovation. These antecedents are: Green technology R&D investment, Green technology management capability, CEO’s green investment awareness, Green organizational structure, Government green subsidy and Environmental regulation. Data from the Science and Technology Innovation Board's survey of 62 Chinese enterprises in 2021. Our research findings are as follows: Firstly, multiple antecedents rather than a single condition drive high-pollution firms’ green innovation. Secondly, the government's green subsidy is the core indicator for highly polluting enterprises to achieve high-level green innovation. Thirdly, for enterprises with low-level green organizational structures and insufficient environmental regulations, it’s beneficial to focus on green technology management capabilities and government green subsidies. These discoveries enrich the study of green innovation and provide beneficial practical implications for high-pollution firms’ green innovation.

Suggested Citation

  • Sha Lou & Chunqiong Yao & Dehua Zhang, 2025. "How to promote green innovation of high-pollution firms? A fuzzy-set QCA approach based on the TOE framework," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4911-4935, February.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:2:d:10.1007_s10668-023-04107-x
    DOI: 10.1007/s10668-023-04107-x
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    References listed on IDEAS

    as
    1. Hu, Bangyong & Alola, Andrew Adewale & Tauni, Muhammad Zubair & Adebayo, Tomiwa Sunday & Abbas, Shujaat, 2023. "Pathway to cleaner environment: How effective are renewable electricity and financial development approaches?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 277-292.
    2. Du, Yunzhou & Kim, Phillip H., 2021. "One size does not fit all: Strategy configurations, complex environments, and new venture performance in emerging economies," Journal of Business Research, Elsevier, vol. 124(C), pages 272-285.
    3. Qalati, Sikander Ali & Yuan, Li Wen & Khan, Muhammad Aamir Shafique & Anwar, Farooq, 2021. "A mediated model on the adoption of social media and SMEs’ performance in developing countries," Technology in Society, Elsevier, vol. 64(C).
    4. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    5. Xie, Xuemei & Huo, Jiage & Zou, Hailiang, 2019. "Green process innovation, green product innovation, and corporate financial performance: A content analysis method," Journal of Business Research, Elsevier, vol. 101(C), pages 697-706.
    6. Martin R Schneider & Conrad Schulze-Bentrop & Mihai Paunescu, 2010. "Mapping the institutional capital of high-tech firms: A fuzzy-set analysis of capitalist variety and export performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(2), pages 246-266, February.
    7. Forcadell, Francisco Javier & Sanchez-Riofrio, Angelica & Guerras-Martín, Luis Ángel & Romero-Jordán, Desiderio, 2020. "Is the restructuring-performance relationship moderated by the economic cycle and the institutional environment for corporate governance?," Journal of Business Research, Elsevier, vol. 110(C), pages 397-407.
    8. Xiaowen Zeng & Ming Jin & Shuang Pan, 2022. "Do Environmental Regulations Promote or Inhibit Cities’ Innovation Capacity? Evidence from China," IJERPH, MDPI, vol. 19(24), pages 1-21, December.
    9. Tan, Yafei & Zhu, Zhaohui, 2022. "The effect of ESG rating events on corporate green innovation in China: The mediating role of financial constraints and managers' environmental awareness," Technology in Society, Elsevier, vol. 68(C).
    10. Oliveira, Tiago & Martins, Ricardo & Sarker, Saonee & Thomas, Manoj & Popovič, Aleš, 2019. "Understanding SaaS adoption: The moderating impact of the environment context," International Journal of Information Management, Elsevier, vol. 49(C), pages 1-12.
    11. Chen, Hansong & Tian, Zhen, 2022. "Environmental uncertainty, resource orchestration and digital transformation: A fuzzy-set QCA approach," Journal of Business Research, Elsevier, vol. 139(C), pages 184-193.
    12. Nijssen, Edwin J. & Ordanini, Andrea, 2020. "How important is alignment of social media use and R&D–Marketing cooperation for innovation success?," Journal of Business Research, Elsevier, vol. 116(C), pages 1-12.
    13. Markus Glaser & Florencio Lopez-De-Silanes & Zacharias Sautner, 2013. "Opening the Black Box: Internal Capital Markets and Managerial Power," Journal of Finance, American Finance Association, vol. 68(4), pages 1577-1631, August.
    14. Yang, Yang & Jiang, Yan, 2023. "Does suppliers’ slack influence the relationship between buyers’ environmental orientation and green innovation?," Journal of Business Research, Elsevier, vol. 157(C).
    15. Dongdong Li, 2022. "Dynamic optimal control of firms' green innovation investment and pricing strategies with environmental awareness and emission tax," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 920-932, June.
    16. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    17. Xu, Le & Yang, Lili & Li, Ding & Shao, Shuai, 2023. "Asymmetric effects of heterogeneous environmental standards on green technology innovation: Evidence from China," Energy Economics, Elsevier, vol. 117(C).
    18. David Gadenne & Jessica Kennedy & Catherine McKeiver, 2009. "An Empirical Study of Environmental Awareness and Practices in SMEs," Journal of Business Ethics, Springer, vol. 84(1), pages 45-63, January.
    19. Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
    20. Thomas Greckhamer, 2016. "CEO compensation in relation to worker compensation across countries: The configurational impact of country-level institutions," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 793-815, April.
    21. Ming-Jer Chen & Danny Miller, 2015. "Reconceptualizing competitive dynamics: A multidimensional framework," Strategic Management Journal, Wiley Blackwell, vol. 36(5), pages 758-775, May.
    22. Wang, Yanbo & Li, Jizhen & Furman, Jeffrey L., 2017. "Firm performance and state innovation funding: Evidence from China’s innofund program," Research Policy, Elsevier, vol. 46(6), pages 1142-1161.
    23. Peter Jones & Martin George Wynn, 2021. "The Circular Economy, Resilience, and Digital Technology Deployment in the Mining and Mineral Industry," International Journal of Circular Economy and Waste Management (IJCEWM), IGI Global, vol. 1(1), pages 16-32, January.
    24. Fang, Zhenming & Kong, Xiaoran & Sensoy, Ahmet & Cui, Xin & Cheng, Feiyang, 2021. "Government’s awareness of Environmental protection and corporate green innovation: A natural experiment from the new environmental protection law in China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 294-312.
    25. Abed, Salma S., 2020. "Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs," International Journal of Information Management, Elsevier, vol. 53(C).
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