How Does Industrial Agglomeration Drive High-Quality Green Development in China? New Evidence from a Financial and Manufacturing Co-Clustering

Abstract

We examine the effect of financial and manufacturing co-clustering on high-quality green development in China’s 30 provinces from 2005 to 2020. The nexus between financial and manufacturing co-clustering and high-quality green development has been comprehensively investigated from linear and non-linear perspectives. We find that financial and manufacturing co-clustering significantly fosters high-quality green development. Mechanism analysis shows that formal environmental regulation has a significant negative moderating effect on high-quality green development, whereas informal environmental regulation plays a significantly positive moderating role. However, empirical results only show the mediation effect of formal environmental regulation in the incentive role of financial and manufacturing co-clustering to high-quality green development. A dynamic panel threshold model also certifies the non-linear effect between financial and manufacturing co-clustering and high-quality green development. Lastly, the promotion effect of financial and manufacturing co-clustering on high-quality green development creates significant heterogeneity.

Keywords

• co-clustering effect
• high-quality green development
• mechanism analysis
• nonlinearity