Study on the measurement of high-quality development efficiency and influencing factors in the Yellow River Basin, China

Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In...

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Published inScientific reports Vol. 15; no. 1; pp. 7928 - 19
Main Authors Qin, Jianhui, Zhang, Fen, Zhu, Jiahao, Wu, Yuping
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 07.03.2025
Nature Publishing Group
Nature Portfolio
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ISSN2045-2322
2045-2322
DOI10.1038/s41598-025-91944-7

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Abstract Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In this study, Super-EBM and Malmquist index were used to measure HQDE in the Yellow River Basin and explore its influencing factors. The results show that: (1) HQDE is higher in cities in the upper reaches of the Yellow River Basin than in the middle and lower reaches. Compared with the degree of technology utilization, the growth of HQDE mainly depends on technological progress. (2) The spatial correlation of urban HQDE decreases has been weakened annually. The high-efficiency cities in the upper reaches of the basin are obviously concentrated, while the middle and lower reaches of the confluence have both high- and low-efficiency cities located near each other. (3) HQDE has a negative geographical spillover effect. Regression analysis shows that energy consumption, economic development level, factor endowment, public awareness of environmental protection, and enterprise green level can promote the HQDE, while foreign investment utilization, environmental pollution, and education support have negative impacts on urban HQDE.
AbstractList Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In this study, Super-EBM and Malmquist index were used to measure HQDE in the Yellow River Basin and explore its influencing factors. The results show that: (1) HQDE is higher in cities in the upper reaches of the Yellow River Basin than in the middle and lower reaches. Compared with the degree of technology utilization, the growth of HQDE mainly depends on technological progress. (2) The spatial correlation of urban HQDE decreases has been weakened annually. The high-efficiency cities in the upper reaches of the basin are obviously concentrated, while the middle and lower reaches of the confluence have both high- and low-efficiency cities located near each other. (3) HQDE has a negative geographical spillover effect. Regression analysis shows that energy consumption, economic development level, factor endowment, public awareness of environmental protection, and enterprise green level can promote the HQDE, while foreign investment utilization, environmental pollution, and education support have negative impacts on urban HQDE.Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In this study, Super-EBM and Malmquist index were used to measure HQDE in the Yellow River Basin and explore its influencing factors. The results show that: (1) HQDE is higher in cities in the upper reaches of the Yellow River Basin than in the middle and lower reaches. Compared with the degree of technology utilization, the growth of HQDE mainly depends on technological progress. (2) The spatial correlation of urban HQDE decreases has been weakened annually. The high-efficiency cities in the upper reaches of the basin are obviously concentrated, while the middle and lower reaches of the confluence have both high- and low-efficiency cities located near each other. (3) HQDE has a negative geographical spillover effect. Regression analysis shows that energy consumption, economic development level, factor endowment, public awareness of environmental protection, and enterprise green level can promote the HQDE, while foreign investment utilization, environmental pollution, and education support have negative impacts on urban HQDE.
Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In this study, Super-EBM and Malmquist index were used to measure HQDE in the Yellow River Basin and explore its influencing factors. The results show that: (1) HQDE is higher in cities in the upper reaches of the Yellow River Basin than in the middle and lower reaches. Compared with the degree of technology utilization, the growth of HQDE mainly depends on technological progress. (2) The spatial correlation of urban HQDE decreases has been weakened annually. The high-efficiency cities in the upper reaches of the basin are obviously concentrated, while the middle and lower reaches of the confluence have both high- and low-efficiency cities located near each other. (3) HQDE has a negative geographical spillover effect. Regression analysis shows that energy consumption, economic development level, factor endowment, public awareness of environmental protection, and enterprise green level can promote the HQDE, while foreign investment utilization, environmental pollution, and education support have negative impacts on urban HQDE.
Abstract Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its spatial correlation in the Yellow River Basin is conducive to promoting the maximization of resource allocation in the Yellow River Basin. In this study, Super-EBM and Malmquist index were used to measure HQDE in the Yellow River Basin and explore its influencing factors. The results show that: (1) HQDE is higher in cities in the upper reaches of the Yellow River Basin than in the middle and lower reaches. Compared with the degree of technology utilization, the growth of HQDE mainly depends on technological progress. (2) The spatial correlation of urban HQDE decreases has been weakened annually. The high-efficiency cities in the upper reaches of the basin are obviously concentrated, while the middle and lower reaches of the confluence have both high- and low-efficiency cities located near each other. (3) HQDE has a negative geographical spillover effect. Regression analysis shows that energy consumption, economic development level, factor endowment, public awareness of environmental protection, and enterprise green level can promote the HQDE, while foreign investment utilization, environmental pollution, and education support have negative impacts on urban HQDE.
ArticleNumber 7928
Author Qin, Jianhui
Zhang, Fen
Wu, Yuping
Zhu, Jiahao
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Keywords High-quality development
Yellow River Basin
Spatial econometric analysis
Efficiency measurement
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Snippet Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE) and its...
Abstract Environmental pollution and resource scarcity characterize the Yellow River Basin. Studying the factors of high-quality development efficiency (HQDE)...
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SubjectTerms 704/47/4113
704/844/4066/4069
704/844/685
Cities
Economic development
Efficiency
Efficiency measurement
Energy consumption
Environmental protection
High-quality development
Humanities and Social Sciences
multidisciplinary
Public awareness
Regression analysis
Resource allocation
River basins
Rivers
Science
Science (multidisciplinary)
Spatial econometric analysis
Yellow River Basin
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Title Study on the measurement of high-quality development efficiency and influencing factors in the Yellow River Basin, China
URI https://link.springer.com/article/10.1038/s41598-025-91944-7
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