ORIGINAL RESEARCH article

Front. Public Health

Sec. Environmental Health and Exposome

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1567153

How to achieve low-carbon development in China: spatial spillover of education on carbon intensity

Provisionally accepted
Congying  MaCongying Ma1*Wanyi  HuangWanyi Huang2
  • 1Beijing Institute of Technology, Beijing, China
  • 2Guangdong Communication Polytechnic, Guangzhou, China

The final, formatted version of the article will be published soon.

With the looming global warming crisis, the question of how to achieve carbon neutrality is becoming an important issue confronting many countries. Although the spatial studies have indicated that education can spatially reduce the carbon intensity, they have ignored the transmission mechanism and dynamic interrelationship between education and carbon intensity. Thus, based on spatial economics theory, this study uses a spatial Durbin model and spatial vector autoregressive model to examine how education affects carbon intensity and how they relate to each other in China's 30 provinces from 2000 to 2021. The results show that education and the carbon intensity have positive global spatial autocorrelation. Education reduces the carbon intensity mainly through the spillover effect. The negative spillover effects in provinces with low carbon intensity are significantly greater than the direct effects are, whereas the spillover effects in provinces with high carbon intensity are negative but not significant. Education reduces the carbon intensity through green technology innovation and consumption structure upgrading. Furthermore, there is a dynamic interrelationship between education and carbon intensity. This study suggests that local governments should increase investment in education and focus on educational equity. They should also consider the spatial spillover effects of education when implementing tailored emission reduction policies based on local conditions. Additionally, educational institutions are encouraged to invest more in researching and promoting green technologies, as well as integrating low-carbon lifestyles into the education system. The findings can help policymakers achieve sustainable development goals 4 and 13 and a net-zero future.

Keywords: Education, carbon intensity, spatial Durbin model, Spillover effect, Influence mechanism

Received: 26 Jan 2025; Accepted: 21 May 2025.

Copyright: © 2025 Ma and Huang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Congying Ma, Beijing Institute of Technology, Beijing, China

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