Ma Congying, Ma Yongxia, Wu Wei
School of Humanities and Social Sciences, Beijing Institute of Technology, Beijing, 102401, China.
Heliyon. 2024 Jul 9;10(15):e34415. doi: 10.1016/j.heliyon.2024.e34415. eCollection 2024 Aug 15.
With the global warming crisis looming, the question of how to advance green total factor productivity (GTFP) has become an important concern confronting many developing countries. Although existing studies have demonstrated that total human capital can improve GTFP, the research has neglected to consider the influence of local higher education expenditure (LHEE), and no research has examined how LHEE spatially affect GTFP. Therefore, based on spatial economics theory, this study explores the spatial autocorrelation of LHEE and GTFP in China's 30 provinces from 2004 to 2021, employing a spatial Durbin model to analyze the spillover effect and influence mechanism of LHEE on GTFP. The results reveal that LHEE and GTFP exhibit positive global spatial autocorrelation. LHEE primarily improves GTFP and its subcomponents through spillover effects. The positive spillover effects in the three regions of China are significantly higher than the direct effects, whereas the direct effects in the eastern and central regions are positive but insignificant. Furthermore, LHEE promotes GTFP by advancing green technological innovation. The findings provide valuable insights to help policymakers address sustainable development goal 4 and develop synergistic regional GTFP growth policies to establish sustainable societies worldwide.
随着全球变暖危机的逼近,如何提高绿色全要素生产率(GTFP)已成为许多发展中国家面临的一个重要问题。尽管现有研究表明,总体人力资本可以提高绿色全要素生产率,但这些研究忽略了地方高等教育支出(LHEE)的影响,且没有研究考察地方高等教育支出如何在空间上影响绿色全要素生产率。因此,基于空间经济学理论,本研究探讨了2004年至2021年中国30个省份地方高等教育支出与绿色全要素生产率的空间自相关性,采用空间杜宾模型分析地方高等教育支出对绿色全要素生产率的溢出效应和影响机制。结果表明,地方高等教育支出与绿色全要素生产率呈现出正的全局空间自相关性。地方高等教育支出主要通过溢出效应提高绿色全要素生产率及其子成分。中国三个地区的正向溢出效应显著高于直接效应,而东部和中部地区的直接效应为正但不显著。此外,地方高等教育支出通过推动绿色技术创新来促进绿色全要素生产率。这些研究结果为政策制定者实现可持续发展目标4以及制定协同的区域绿色全要素生产率增长政策以建立全球可持续社会提供了有价值的见解。