Regional Breakthrough Innovation Change Strategies, Ecological Location Suitability of High-Tech Industry Innovation Ecosystems, and Green Energy

IF 3 4区工程技术 Q3 ENERGY & FUELS

Energies Pub Date : 2024-08-08 DOI:10.3390/en17163938

Zemenghong Bao, Zhisen Lin, Tiantian Jin, Kun Lv

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Abstract

Against the backdrop of an ongoing energy revolution, this study measured the regional green energy efficiency and ecological niche suitability of high-tech industry innovation ecosystems using the Super-SBM and entropy methods. We employed panel data from 30 mainland provinces (excluding Tibet) from 2009 to 2021 to conduct a quasi-natural experiment using spatial difference-in-differences models and double machine learning models. This was performed in order to investigate the impact mechanisms of the transformation of ecological niche suitability within the innovation ecosystems of high-tech industries driven by regional breakthrough innovation change strategies on green energy efficiency. The findings of this study revealed the following: (1) Driven by regional breakthrough innovation strategies, the transformation of the ecological niche suitability of high-tech industry innovation ecosystems has significant and positive local effects and spillover effects on green energy efficiency. (2) Regional breakthrough innovation strategies have a significant and positive mediating transmission effect on green energy efficiency through the development and optimization of internal factors within the ecological niche suitability of high-tech industry innovation ecosystems, including innovation entities, support, vitality, resources, and environment. (3) The transformation of the ecological niche suitability of high-tech industry innovation ecosystems driven by regional breakthrough innovation strategies promotes the advancement and rationalization of the industrial structure, thus indirectly enhancing regional green energy efficiency. These findings are of paramount importance for propelling the next wave of regional disruptive innovation reform strategies, ensuring that the outcomes of these reforms drive the ecological niche suitability of high-tech industry innovation ecosystems toward the advancement and realization of clean and efficient energy utilization.

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区域突破性创新变革战略、高科技产业创新生态系统的生态区位适宜性和绿色能源

在能源革命持续推进的背景下，本研究利用超级-SBM 和熵方法测量了高科技产业创新生态系统的区域绿色能源效率和生态位适宜性。我们采用 2009 年至 2021 年大陆 30 个省（不含西藏）的面板数据，利用空间差分模型和双机器学习模型进行了准自然实验。目的是研究区域突破性创新变革战略驱动下高新技术产业创新生态系统内部生态位适宜性转变对绿色能源效率的影响机制。研究结果表明(1）在区域突破性创新战略驱动下，高新技术产业创新生态系统生态位适宜性的转变对绿色能源效率具有显著的正向局部效应和溢出效应。(2）区域突破性创新战略通过发展和优化高新技术产业创新生态系统生态位适宜性的内部要素，包括创新主体、支撑、活力、资源和环境等，对绿色能源效率具有显著的正向中介传导效应。(3）区域突破性创新战略驱动的高新技术产业创新生态系统生态位适宜性的转变，促进了产业结构的高级化和合理化，从而间接提升了区域绿色能效。这些发现对于推动下一波区域突破性创新改革战略，确保改革成果推动高科技产业创新生态系统的生态位适宜性向清洁高效能源利用的推进和实现具有重要意义。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Energies ENERGY & FUELS-

CiteScore

6.20

自引率

21.90%

发文量

8045

审稿时长

1.9 months

期刊介绍： Energies (ISSN 1996-1073) is an open access journal of related scientific research, technology development and policy and management studies. It publishes reviews, regular research papers, and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.