School of Management, Harbin Institute of Technology, 13 Fayuan Street, Harbin, 150001, Nangang District, China.
Environ Sci Pollut Res Int. 2022 May;29(21):31148-31163. doi: 10.1007/s11356-021-17252-5. Epub 2022 Jan 10.
The role of expanding the proportion of high-tech products in the export trade of various countries to identify the appropriate export structure has gradually attracted the attention of governments and scholars. While there is some knowledge on how high-tech product exports affect carbon dioxide emissions, the mechanisms involved in that link have not been adequately addressed in previous studies. This study is based on China's inter-provincial panel data from 2006 to 2017 and uses the stepwise regression method and the bootstrap method to systematically investigate the mediating effects of industrial structure supererogation, low-carbon technological innovation, and human capital accumulation, operating in the impact of high-tech product export trade on regional carbon performance. Since the Pesaran's CD test and the P&Y slope homogeneity test confirm the presence of cross-sectional dependence and slope heterogeneity in the panel data, we use the CADF and CIPS unit root tests to verify the stationarity of the variables and therefore employ the CCEMG and DCCE estimators for regression estimation. The research results show that high-tech product exports can help improve regional carbon performance. The mediating variables, industrial structure supererogation, low-carbon technological innovation, and human capital accumulation separately have positive and complete mediating effects on the link between high-tech product export trade and regional carbon performance. The research results highlight the important part of expanding high-tech product exports in improving regional carbon performance and have significance in promoting China's green and low-carbon transition.
扩大各国出口贸易中高科技产品比例以确定适当的出口结构的作用,逐渐引起了政府和学者的关注。虽然对于高科技产品出口如何影响二氧化碳排放已经有了一些了解,但在之前的研究中,这一环节的作用机制并没有得到充分的解决。本研究基于 2006 年至 2017 年中国的省级面板数据,采用逐步回归法和自举法,系统地研究了产业结构超前、低碳技术创新和人力资本积累在高科技产品出口贸易对区域碳绩效影响中的中介效应。由于 Pesaran 的 CD 检验和 P&Y 斜率同质性检验证实了面板数据存在横截面依赖性和斜率异质性,我们使用 CADF 和 CIPS 单位根检验来验证变量的平稳性,因此采用 CCEMG 和 DCCE 估计量进行回归估计。研究结果表明,高科技产品出口有助于提高区域碳绩效。中介变量产业结构超前、低碳技术创新和人力资本积累分别对高科技产品出口贸易与区域碳绩效之间的关系具有积极和完全的中介效应。研究结果突出了扩大高科技产品出口在提高区域碳绩效方面的重要作用,对促进中国绿色低碳转型具有重要意义。