Digital inclusive finance and green transformation of manufacturing enterprises: Empirical analysis based on the dual perspectives of demand and supply

This study aimed to examine the relationship between digital inclusive finance (DIF) and the green trans-formation of manufacturing enterprises using data from A-share listed manufacturing companies in China from 2011 to 2020. This study employs a super-efficient SBM model to measure enterprises' green total factor productivity (GTFP) as a proxy variable for their green transformation. It explores the mechanisms through which DIF influences this transformation. Additionally, this study examines the effect of informal environmental regulation based on residents' environmental awareness. The results show that (1) the development of DIF has a significant improvement effect on enterprises' GTFP; (2) alleviating financing constraints on the supply side and promoting residents' consumption on the demand side are identified as important mechanisms through which DIF improves enterprises' GTFP; (3) increased residents' environmental awareness can strengthen the positive effect of DIF on the GTFP of enterprises; and (4) the promotion effect of DIF on the GTFP of enterprises is more significant in non-state-owned enterprises and eastern regions. These conclusions provide valuable policy in-sights to advance the development of DIF and facilitate the green transformation of the manufacturing industry.