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The impact mechanism and empirical analysis of financial efficiency of science and technology empowering regional real economy growth

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  • Tao Zhang
  • Jie Tian

Abstract

With the aim of exploring the impact mechanism of scientific and technological financial efficiency on regional real economy growth in the context of ecological civilization construction, this study introduces environmental regulation as a mediating factor. By analyzing changes in science and financial efficiency of science and technology, we provide an effective basis for regional real economy development. To achieve this goal, we define concepts such as science and financial efficiency of science and technology and regional real economy, measure data from 2012 to 2021, analyze the impact of science and financial efficiency of science and technology on economic growth using intermediary models, test mediation effects with bootstrap methods, and identify significant differences between regions. It indicates that enhancing science and financial efficiency of sci-tech benefits China’s regional real economy growth, but there’s unbalanced development across regions. Additionally, environmental regulation serves as a crucial intermediary in the relationship between sci-tech finance and economic growth. There exist regional disparities in the mediation effects of environmental regulation, with eastern regions demonstrating stronger effects compared to central and western regions.

Suggested Citation

  • Tao Zhang & Jie Tian, 2024. "The impact mechanism and empirical analysis of financial efficiency of science and technology empowering regional real economy growth," PLOS ONE, Public Library of Science, vol. 19(9), pages 1-15, September.
    • Handle: RePEc:plo:pone00:0307497
    DOI: 10.1371/journal.pone.0307497
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    1. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    2. Shah, Wasi Ul Hassan & Hao, Gang & Yasmeen, Rizwana & Yan, Hong & Shen, Jintao & Lu, Yuting, 2023. "Role of China's agricultural water policy reforms and production technology heterogeneity on agriculture water usage efficiency and total factor productivity change," Agricultural Water Management, Elsevier, vol. 287(C).
    3. Stefano Bonini & Vincenzo Capizzi, 2019. "The role of venture capital in the emerging entrepreneurial finance ecosystem: future threats and opportunities," Venture Capital, Taylor & Francis Journals, vol. 21(2-3), pages 137-175, July.
    4. Shah, Wasi Ul Hassan & Hao, Gang & Yan, Hong & Yasmeen, Rizwana & Padda, Ihtsham Ul Haq & Ullah, Assad, 2022. "The impact of trade, financial development and government integrity on energy efficiency: An analysis from G7-Countries," Energy, Elsevier, vol. 255(C).
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