| Title | Trade Openness and Green Total Factor Productivity in China: The Role of ICT-Based Digital Trade |
|---|---|
| ID_Doc | 62487 |
| Authors | Zhang, H |
| Title | Trade Openness and Green Total Factor Productivity in China: The Role of ICT-Based Digital Trade |
| Year | 2021 |
| Published | |
| Abstract | The vigorous development of modern information and communication technology (ICT) has driven the digital trade featured by the ICT technique and industry as the carrier. This study empirically tests the impact of ICT-based digital trade openness on green total factor productivity (GTFP) by selecting ICT as the representative digital trade data of 30 provinces in China over the timespan 2002-2018. We employ the slack-based model and global Malmquist-Luenberger (SBM-GML) estimation method to calculate the provincial GTFP and explore the heterogeneous impact of digital trade openness on GTFP through the scale effect, technology effect, and structure effect. In terms of empirical results, the panel fixed model and panel quantile estimation model both suggest the same findings. With the continuous expansion of the scale of digital trade, its scale effect has a significant inhibitory effect on GTFP, whereas the structure effect combined with human capital and the technology effect correlated with technological research and development (R&D) have a significant promoting effect on GTFP. The panel quantile regression model reveals that the interaction intensity increases gradually from a low quantile to high quantile. Further robustness tests also verify the consistency and stability of the results. Finally, the study puts forward corresponding practical suggestions for the construction of a high-quality open pattern of digital trade and the coordinated development of GTFP. The specific policy implications include the following: (1) Emphasize on the penetration and connection effect of the new generation of ICT, and strengthen the construction of enterprise informatization. (2) Expand digital trade openness and broaden the field of industrial cooperation. (3) Optimize the industrial structure of digital trade, and accelerate the development of core industries of digital trade. (4) Gradually promote the transformation of digital trade from relying on quantity and scale to product quality. |
| https://www.frontiersin.org/articles/10.3389/fenvs.2021.809339/pdf |
Similar Articles
| ID | Score | Article |
|---|---|---|
62377
|
Zhu, L; Li, XM; Huang, Y; Liu, FY; Yang, CJ; Li, DY; Bai, HP Digital Technology and Green Development in Manufacturing: Evidence from China and 20 Other Asian Countries(2023)Sustainability, 15, 17 | |
| 62787
|
Wang, SJ; Xue, ZC Has the development of the digital economy improved green total factor productivity in China?-A study based on data at the provincial level in China(2023) | |
| 61993
|
Li, Y; Sun, R; Rao, YT Digital Technology and Green Total Factor Productivity(2024)Polish Journal Of Environmental Studies, 33, 2 | |
| 31367
|
Wang, S; Zheng, YP; Yang, HL Digital economy and green total factor productivity in China(2024)Plos One, 19, 3 | |
| 62038
|
Rao, WY; Liu, PF Can Digital Innovation Improve Green Total Factor Productivity: Evidence from Digital Patents of China(2024)Sustainability, 16, 10 | |
| 62561
|
Sun, X; Jiang, K; Cui, ZK; Xu, JL; Zhao, X Exploring the impact of the digital economy on green total factor productivity in China: A spatial econometric perspective(2023) | |
| 62744
|
Wang, AQ; Ren, JY The impact of the digital economy on green total factor productivity in Belt and Road countries: the mediating role of energy transition(2023) | |
| 62549
|
Zhou, XG; Ji, JX The nonlinear effects of digital economy on the low-carbon green total factor productivity: Evidence from China(2023) | |
| 62205
|
Lyu, YW; Wang, WQ; Wu, Y; Zhang, JN How does digital economy affect green total factor productivity? Evidence from China(2023) | |
| 62739
|
Xu, XJ Examining the impact of global uncertainty shocks on the digital economy's role in China's energy transition and green economic recovery(2024)Economic Change And Restructuring, 57, 2 |