School of KRIRK UNIVERSITY, Bangkok, Thailand.
School of Economics and Management, Sanming University, Sanming, China.
PLoS One. 2024 Nov 21;19(11):e0310720. doi: 10.1371/journal.pone.0310720. eCollection 2024.
In the context of building a modern industrial system, digital finance inclusive (DFI) and environmental regulation (ER) have become significant drivers of industrial structure upgrading. Amid the rapid development of DFI and the tightening of ER, high-quality development goals have been set. From a spatial perspective, can DFI, ER, and their interactions positively impact China's industrial structure? Based on panel data from 30 provinces in China from 2011 to 2020, empirical analysis is conducted using the Spatial Durbin Model and the Threshold Model. The study find that, firstly, in spatial regression, both DFI and ER significantly promote the upgrading of industrial structures, with notable spatial spillover effects. Secondly, it was discovered that the interaction between DFI and ER have a significant negative impact on industrial structure upgrading, with a pronounced negative spatial spillover effect, indicating a "siphon effect," which is a new finding. In the threshold model regression, it is found that both DFI and ER exhibit a single-threshold effect, while their interaction shows a double-threshold effect. In the heterogeneity test, it is found that the interaction between DFI and ER on industrial structure upgrading is greatly influenced by regional factors, with significant differences across different regions. Therefore, it is crucial to pay attention to the threshold values in the threshold effect while considering the unique economic and geographical attributes of each region to formulate targeted strategies.
在构建现代产业体系的背景下,数字金融包容(DFI)和环境规制(ER)已成为产业结构升级的重要驱动因素。在 DFI 快速发展和 ER 收紧的背景下,高质量发展目标已经设定。从空间角度来看,DFI、ER 及其相互作用是否会对中国的产业结构产生积极影响?本文基于 2011-2020 年中国 30 个省份的面板数据,采用空间杜宾模型和门槛模型进行实证分析。研究发现:首先,在空间回归中,DFI 和 ER 均显著促进了产业结构升级,具有显著的空间溢出效应。其次,发现 DFI 和 ER 的相互作用对产业结构升级具有显著的负向影响,具有显著的负向空间溢出效应,表现出“虹吸效应”,这是一个新的发现。在门槛模型回归中,发现 DFI 和 ER 均表现出单一门槛效应,而它们的相互作用表现出双重门槛效应。在异质性检验中,发现 DFI 和 ER 对产业结构升级的相互作用受到区域因素的极大影响,不同地区存在显著差异。因此,在考虑各地区独特的经济和地理属性的同时,关注门槛效应中的阈值值,制定有针对性的策略至关重要。