Assessing the role of financial development in natural resource utilization efficiency: Does artificial intelligence technology matter?
被引:28
作者:
Wang, Jianda
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机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Wang, Jianda
[1
]
Wang, Kun
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机构:
Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Wang, Kun
[2
]
Dong, Kangyin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Dong, Kangyin
[1
]
Zhang, Shiqiu
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机构:
Shandong Normal Univ, Inst Carbon Neutral, Jinan 250014, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
Zhang, Shiqiu
[3
]
机构:
[1] Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Peoples R China
[3] Shandong Normal Univ, Inst Carbon Neutral, Jinan 250014, Peoples R China
Improving natural resource utilization efficiency (NRUE) in China has become an inevitable requirement for sustainable development in the future, especially in the process of financial development and the application of emerging technologies. Therefore, this paper investigates the nexus among financial development, artificial intelligence (AI) technological innovation, and NRUE by using panel data from 30 provinces in China from 2006 to 2019. We also conduct heterogeneity analyses from the perspective of regions and resources. The main results indicate that financial development reduces NRUE due to inefficient use of natural resources. Moreover, AI technological innovation facilitates NRUE, thereby mitigating the negative influence of financial development on NRUE. Finally, the influence of AI technological innovation development on NRUE improvement is significantly greater in southern Chinese provinces and resource-based provinces. The results of this research provide valuable references for China to enhance the efficient use of natural resources in the future.
机构:
King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
Nassani, Abdelmohsen A.
;
Abro, Muhammad Moinuddin Qazi
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机构:
King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
Abro, Muhammad Moinuddin Qazi
;
Zaman, Khalid
论文数: 0引用数: 0
h-index: 0
机构:
Air Univ, Dept Business Adm, Multan Campus, Multan, Punjab, PakistanAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
机构:
Univ Calif Los Angeles, Los Angeles, CA 90024 USA
Natl Bur Econ Res, Cambridge, MA 02138 USAUniv Calif Los Angeles, Los Angeles, CA 90024 USA
Buera, Francisco J.
;
Shin, Yongseok
论文数: 0引用数: 0
h-index: 0
机构:
Natl Bur Econ Res, Cambridge, MA 02138 USA
Washington Univ, St Louis, MO 63130 USA
Fed Reserve Bank St Louis, Memphis, TN 38103 USAUniv Calif Los Angeles, Los Angeles, CA 90024 USA
机构:
Hohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
China Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Chen, Fu
;
Ahmad, Shoaib
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Environm, State Key Lab Pollut Control & Resource Reuse, Nanjing 210023, Jiangsu, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Ahmad, Shoaib
;
Arshad, Salman
论文数: 0引用数: 0
h-index: 0
机构:
Govt Coll Univ, Lyallpur Business Sch, Faisalabad, PakistanHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Arshad, Salman
;
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机构:
Ali, Shafaqat
;
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机构:
Rizwan, Muhammad
;
Saleem, Muhammad Hamzah
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Plant Sci & Technol, Wuhan, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Saleem, Muhammad Hamzah
;
Driha, Oana M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alicante, Dept Appl Econ, Alicante, SpainHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Driha, Oana M.
;
Balsalobre-Lorente, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alicante, Dept Appl Econ, Alicante, Spain
Univ Castilla La Mancha, Dept Polit Econ & Publ Finances, Ciudad Real, SpainHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
机构:
King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
Nassani, Abdelmohsen A.
;
Abro, Muhammad Moinuddin Qazi
论文数: 0引用数: 0
h-index: 0
机构:
King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
Abro, Muhammad Moinuddin Qazi
;
Zaman, Khalid
论文数: 0引用数: 0
h-index: 0
机构:
Air Univ, Dept Business Adm, Multan Campus, Multan, Punjab, PakistanAir Univ, Dept Business Adm, Multan Campus, Multan, Punjab, Pakistan
机构:
Univ Calif Los Angeles, Los Angeles, CA 90024 USA
Natl Bur Econ Res, Cambridge, MA 02138 USAUniv Calif Los Angeles, Los Angeles, CA 90024 USA
Buera, Francisco J.
;
Shin, Yongseok
论文数: 0引用数: 0
h-index: 0
机构:
Natl Bur Econ Res, Cambridge, MA 02138 USA
Washington Univ, St Louis, MO 63130 USA
Fed Reserve Bank St Louis, Memphis, TN 38103 USAUniv Calif Los Angeles, Los Angeles, CA 90024 USA
机构:
Hohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
China Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Chen, Fu
;
Ahmad, Shoaib
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Environm, State Key Lab Pollut Control & Resource Reuse, Nanjing 210023, Jiangsu, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Ahmad, Shoaib
;
Arshad, Salman
论文数: 0引用数: 0
h-index: 0
机构:
Govt Coll Univ, Lyallpur Business Sch, Faisalabad, PakistanHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Arshad, Salman
;
论文数: 引用数:
h-index:
机构:
Ali, Shafaqat
;
论文数: 引用数:
h-index:
机构:
Rizwan, Muhammad
;
Saleem, Muhammad Hamzah
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Plant Sci & Technol, Wuhan, Peoples R ChinaHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Saleem, Muhammad Hamzah
;
Driha, Oana M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alicante, Dept Appl Econ, Alicante, SpainHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China
Driha, Oana M.
;
Balsalobre-Lorente, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alicante, Dept Appl Econ, Alicante, Spain
Univ Castilla La Mancha, Dept Polit Econ & Publ Finances, Ciudad Real, SpainHohai Univ, Sch Publ Adm, Nanjing 210098, Peoples R China