Digital technology;
Green innovation performance;
Technology upgrading;
Cost reduction;
Green resource allocation optimization;
ECONOMIC-GROWTH;
ENERGY-CONSUMPTION;
PRODUCT INNOVATION;
IMPACT;
CAPABILITIES;
CONSTRAINTS;
TRADE;
LABOR;
ICT;
D O I:
10.1007/s13132-023-01410-w
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
The acceleration of digital technology development is an important strategic choice to realize the transformation of green innovation. Prior research focuses on the mechanism by which artificial intelligence technology promotes economic growth but ignores the impact of digital technology on green innovation performance. Using panel data on 30 regions in China from 2003 to 2019, this paper examines the impact of digital technology on green innovation performance. The results are as follows: (1) Digital technology can significantly promote green innovation performance. After a series of robustness tests, the conclusion is still valid. (2) Digital technology improves green innovation performance through the green technology upgrading effect, cost reduction effect, and green resource allocation optimization effect. (3) Heterogeneity test results show that in regions with high human capital, high R&D intensity, and strong environmental regulation, the improvement effect of digital technology on green innovation performance is more obvious. These findings not only enrich the literature on digital technology and green innovation performance but also serve as a reference for governmental departments as they optimize their strategy for developing digital technology and achieving green economic development.
机构:
Southwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R ChinaSouthwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R China
Chiu, Yi-Bin
Lee, Chien-Chiang
论文数: 0引用数: 0
h-index: 0
机构:
Nanchang Univ, Res Ctr Cent China Econ & Social Dev, Nanchang, Jiangxi, Peoples R China
Nanchang Univ, Sch Econ & Management, Nanchang, Jiangxi, Peoples R ChinaSouthwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R China
机构:
Univ Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, ItalyUniv Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, Italy
Dangelico, Rosa Maria
Pontrandolfo, Pierpaolo
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Bari, Dept Mech Math & Management, Bari, ItalyUniv Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, Italy
机构:
Montpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Dubey, Rameshwar
Gunasekaran, Angappa
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ, Sch Business & Publ Adm, 9001 Stockdale Highway, Bakersfield, CA 93311 USAMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Gunasekaran, Angappa
Childe, Stephen J.
论文数: 0引用数: 0
h-index: 0
机构:
Plymouth Univ, Plymouth Business Sch, Plymouth PL4 8AA, Devon, EnglandMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Childe, Stephen J.
Papadopoulos, Thanos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Sail & Colour Loft, Hist Dockyard, Chatham ME4 4TE, Kent, EnglandMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Papadopoulos, Thanos
Luo, Zongwei
论文数: 0引用数: 0
h-index: 0
机构:
Southern Univ Sci & Technol, Comp Sci & Engn, 1088 Xueyuan Blvd, Sherzzen 518055, Guangdong, Peoples R ChinaMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Luo, Zongwei
Wamba, Samuel Fosso
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse, Toulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Wamba, Samuel Fosso
Roubaud, David
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
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:
Southwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R ChinaSouthwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R China
Chiu, Yi-Bin
Lee, Chien-Chiang
论文数: 0引用数: 0
h-index: 0
机构:
Nanchang Univ, Res Ctr Cent China Econ & Social Dev, Nanchang, Jiangxi, Peoples R China
Nanchang Univ, Sch Econ & Management, Nanchang, Jiangxi, Peoples R ChinaSouthwestern Univ Finance & Econ, Sch Business Adm, Chengdu, Sichuan, Peoples R China
机构:
Univ Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, ItalyUniv Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, Italy
Dangelico, Rosa Maria
Pontrandolfo, Pierpaolo
论文数: 0引用数: 0
h-index: 0
机构:
Politecn Bari, Dept Mech Math & Management, Bari, ItalyUniv Roma La Sapienza, Dept Comp Control & Management Engn, I-00185 Rome, Italy
机构:
Montpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Dubey, Rameshwar
Gunasekaran, Angappa
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ, Sch Business & Publ Adm, 9001 Stockdale Highway, Bakersfield, CA 93311 USAMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Gunasekaran, Angappa
Childe, Stephen J.
论文数: 0引用数: 0
h-index: 0
机构:
Plymouth Univ, Plymouth Business Sch, Plymouth PL4 8AA, Devon, EnglandMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Childe, Stephen J.
Papadopoulos, Thanos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent, Kent Business Sch, Sail & Colour Loft, Hist Dockyard, Chatham ME4 4TE, Kent, EnglandMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Papadopoulos, Thanos
Luo, Zongwei
论文数: 0引用数: 0
h-index: 0
机构:
Southern Univ Sci & Technol, Comp Sci & Engn, 1088 Xueyuan Blvd, Sherzzen 518055, Guangdong, Peoples R ChinaMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Luo, Zongwei
Wamba, Samuel Fosso
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse, Toulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
Wamba, Samuel Fosso
Roubaud, David
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, FranceMontpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34000 Montpellier, France
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