internet development;
green total factor productivity;
industrial structure upgrading;
advanced human capital;
technological innovation;
INFORMATION-TECHNOLOGY;
IMPACT;
BARON;
D O I:
10.3390/su151612438
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The strategy of sustainable development is not only a long-term plan for the survival and development of the Chinese nation, but also an inevitable requirement for the coordinated economic and social development of all countries in the world. With the rapid development of new-generation information technology, the Internet may play an even more important role in the implementation of sustainable development strategies. Using China's interprovincial panel data from 2011 to 2020, this paper examines the impact of internet development on green total factor productivity (GTFP) and its mechanism of action using a two-way fixed-effects panel model, a mediation effects model and a threshold effects model. The results show that, firstly, internet development can significantly promote the increase in GTFP, and this conclusion still holds after several robustness tests; secondly, internet development can indirectly promote GTFP through optimizing industrial structure, human capital structure and improving technological innovation; thirdly, based on a single threshold effect of advanced industrial structure, advanced human capital and internet development, the impact of the Internet on GTFP is found to be nonlinear. Finally, our study provides policy recommendations for the promotion of green total factor productivity in China.
机构:
Nankai Univ, Sch Finance, Tianjin 300350, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
Chen, Yang
Yang, Shengping
论文数: 0引用数: 0
h-index: 0
机构:
China Secur Regulatory Commiss, Dept Fund & Intermediary Supervis, Beijing 100033, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
Yang, Shengping
Li, Quan
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Sch Finance, Tianjin 300350, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, Ctr Ecol Civilizat Yangtze River Delta, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, East China Sea Inst, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Cheng, Yongyi
Shao, Tianyuan
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Shao, Tianyuan
Lai, Huilin
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Lai, Huilin
Shen, Manhong
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, Ctr Ecol Civilizat Yangtze River Delta, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, East China Sea Inst, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Shen, Manhong
Li, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Int United Fac Ningbo Univ & Univ Angers, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
机构:
Ocean Univ China, Sch Management, Qingdao 266100, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Fang, Zhen
Razzaq, Asif
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Sch Econ & Management, Dalian 116000, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Razzaq, Asif
Mohsin, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ, Sch Finance & Econ, Zhenjiang 212013, Jiangsu, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Mohsin, Muhammad
Irfan, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Ilma Univ, Dept Business Adm, Karachi 75190, PakistanOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
机构:
Nankai Univ, Sch Finance, Tianjin 300350, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
Chen, Yang
Yang, Shengping
论文数: 0引用数: 0
h-index: 0
机构:
China Secur Regulatory Commiss, Dept Fund & Intermediary Supervis, Beijing 100033, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
Yang, Shengping
Li, Quan
论文数: 0引用数: 0
h-index: 0
机构:
Nankai Univ, Sch Finance, Tianjin 300350, Peoples R ChinaNankai Univ, Sch Finance, Tianjin 300350, Peoples R China
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, Ctr Ecol Civilizat Yangtze River Delta, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, East China Sea Inst, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Cheng, Yongyi
Shao, Tianyuan
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Shao, Tianyuan
Lai, Huilin
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Lai, Huilin
Shen, Manhong
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, Ctr Ecol Civilizat Yangtze River Delta, Ningbo 315211, Zhejiang, Peoples R China
Ningbo Univ, East China Sea Inst, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
Shen, Manhong
Li, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Ningbo Univ, Int United Fac Ningbo Univ & Univ Angers, Ningbo 315211, Zhejiang, Peoples R ChinaNingbo Univ, Sch Business, Ningbo 315211, Zhejiang, Peoples R China
机构:
Ocean Univ China, Sch Management, Qingdao 266100, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Fang, Zhen
Razzaq, Asif
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Sch Econ & Management, Dalian 116000, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Razzaq, Asif
Mohsin, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ, Sch Finance & Econ, Zhenjiang 212013, Jiangsu, Peoples R ChinaOcean Univ China, Sch Management, Qingdao 266100, Peoples R China
Mohsin, Muhammad
Irfan, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Ilma Univ, Dept Business Adm, Karachi 75190, PakistanOcean Univ China, Sch Management, Qingdao 266100, Peoples R China