School of Business, Central South University of Forestry and Technology, Changsha, 410004, People's Republic of China.
Business School, Guilin University of Technology, Guilin, 514004, People's Republic of China.
Environ Sci Pollut Res Int. 2021 Feb;28(8):9558-9581. doi: 10.1007/s11356-020-11426-3. Epub 2020 Nov 4.
China's economic development practices are facing strict energy constraints and severe environmental pollution. Improvement of China's environmental total factor productivity (ETFP) through innovation is a major scientific focus of both policy-makers and academia. However, the boundary conditions where innovation affects ETFP are yet to be clarified. On this basis, the present study starts from two dimensions-policy context and market context, introduces economic policy uncertainty (EPU) and marketization process as moderating variables, and examines the impact mechanism of innovation on ETFP. The results show the following: (1) Innovation promotes ETFP. (2) Although EPU inhibits ETFP, it positively moderates the impact of innovation on ETFP. (3) The marketization process has an insignificant inhibitory effect on ETFP. Specifically, the development of product markets, the development of market intermediary organizations, and the legal system environment have a significant inhibitory effect on ETFP. In contrast, the marketization process positively moderates the impact of innovation on ETFP. (4) The impact of innovation on ETFP exhibits obvious regional heterogeneity. In regions with low pollution intensity, innovation and EPU promotes ETFP. The marketization process inhibits ETFP and shows a positive moderating effect. In regions with high pollution intensity, both innovation and EPU inhibits ETFP. Based on these conclusions, policy-makers should guide companies to increase investment in research and development, improve innovation capabilities, and focus on strengthening energy-saving and environmental protection technologies and process innovations. When formulating and adjusting economic policies, policy-makers should aim promote enterprise innovation and reduce the negative impact of economic policy uncertainty. Policies should fully utilize the decisive role of the market in the allocation of innovative factors and rely on market mechanisms to enhance the positive effect of innovation on regional ETFP.
中国的经济发展实践面临着严峻的能源约束和环境污染。通过创新提高中国的环境全要素生产率(ETFP)是政策制定者和学术界的主要科学关注点。然而,创新影响 ETFP 的边界条件尚未明确。在此基础上,本研究从政策背景和市场背景两个维度出发,引入经济政策不确定性(EPU)和市场化进程作为调节变量,检验了创新对 ETFP 的影响机制。结果表明:(1)创新促进了 ETFP。(2)虽然 EPU 抑制了 ETFP,但它正向调节了创新对 ETFP 的影响。(3)市场化进程对 ETFP 具有抑制作用。具体来说,产品市场发展、市场中介组织发展和法制环境对 ETFP 具有显著的抑制作用。相比之下,市场化进程正向调节了创新对 ETFP 的影响。(4)创新对 ETFP 的影响表现出明显的区域异质性。在污染强度较低的地区,创新和 EPU 促进了 ETFP。市场化进程抑制了 ETFP,并表现出正向调节作用。在污染强度较高的地区,创新和 EPU 均抑制了 ETFP。基于这些结论,政策制定者应引导企业增加研发投入,提高创新能力,注重加强节能环保技术和工艺创新。在制定和调整经济政策时,政策制定者应旨在促进企业创新,降低经济政策不确定性的负面影响。政策应充分发挥市场在创新要素配置中的决定性作用,依靠市场机制增强创新对区域 ETFP 的正向作用。