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Correction published on 16 November 2023, see Water 2023, 15(22), 3985.
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Article

The Synergy of Water Resource Agglomeration and Innovative Conservation Technologies on Provincial and Regional Water Usage Efficiency in China: A Super SBM-DEA Approach

1
School of Economics and Management, Panzhihua University, Panzhihua 617000, China
2
Department of Economics, University of Religions and Denominations, Qom 37491-13357, Iran
3
Department of Management Science, City University of Hong Kong, Hong Kong 999077, China
4
Institute for Disaster Management and Reconstruction, Sichuan University, Chengdu 610017, China
5
School of Management, Zhejiang Shuren University, Hangzhou 310015, China
*
Author to whom correspondence should be addressed.
Water 2023, 15(19), 3524; https://doi.org/10.3390/w15193524
Submission received: 26 August 2023 / Revised: 24 September 2023 / Accepted: 5 October 2023 / Published: 9 October 2023 / Corrected: 16 November 2023
(This article belongs to the Section Water Resources Management, Policy and Governance)

Abstract

China is currently facing the significant task of effectively managing its water resources to satisfy the rising needs while grappling with the growing worries of water shortage. In this context, it becomes crucial to comprehend the importance of resource agglomeration and technological adoption. Thus, this research examines the relationship between water resource agglomeration and the adoption of innovative conservation technologies in enhancing water usage efficiency at provincial and regional levels in China (2006–2020). In the first stage, the study utilizes a super SBM-Data Envelopment Analysis (DEA) methodology to evaluate the water usage efficiency of China’s provinces and regions. In the second stage, we find the dynamic nexuses between water resources, water technologies (recycling, sprinkler irrigation) and water usage efficiency by applying a systematic econometric approach. SBM-DEA analysis revealed that Beijing (1.08), Shaanxi (1.01), Shanghai (1.23) and Tianjin (1.01) remained the higher efficient over the years. Six provinces (Guangdong, Shandong, Jiangsu, Inner Mongolia, Hebei, and Zhejiang) are in the middle ranges (0.55–0.83). In contrast, nineteen provinces have the lowest water usage efficiency (0.21–049). Qinghai and Ningxia are on the lowest rank (0.21) and (0.22), respectively. The findings recommended that the water resources impact is negative. In comparison, the impact of water-saving mechanisms on the efficiency of water usage seems to be positive, as recycling technology significantly enhances the water usage efficiency in China’s province. The study found that GDP growth has a negative impact on water usage efficiency in the early stages of economic development. Still, as economies mature, this negative impact diminishes, indicating a tendency to allocate more resources to water conservation and efficiency. Water recycling technology, the modernization of irrigation methods, and water resource management can enhance water efficiency.
Keywords: water resources; water technologies; water usage efficiency; SBM-DEA water resources; water technologies; water usage efficiency; SBM-DEA

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MDPI and ACS Style

Yasmeen, R.; Hao, G.; Ye, Y.; Shah, W.U.H.; Tang, C. The Synergy of Water Resource Agglomeration and Innovative Conservation Technologies on Provincial and Regional Water Usage Efficiency in China: A Super SBM-DEA Approach. Water 2023, 15, 3524. https://doi.org/10.3390/w15193524

AMA Style

Yasmeen R, Hao G, Ye Y, Shah WUH, Tang C. The Synergy of Water Resource Agglomeration and Innovative Conservation Technologies on Provincial and Regional Water Usage Efficiency in China: A Super SBM-DEA Approach. Water. 2023; 15(19):3524. https://doi.org/10.3390/w15193524

Chicago/Turabian Style

Yasmeen, Rizwana, Gang Hao, Yusen Ye, Wasi Ul Hassan Shah, and Caihong Tang. 2023. "The Synergy of Water Resource Agglomeration and Innovative Conservation Technologies on Provincial and Regional Water Usage Efficiency in China: A Super SBM-DEA Approach" Water 15, no. 19: 3524. https://doi.org/10.3390/w15193524

APA Style

Yasmeen, R., Hao, G., Ye, Y., Shah, W. U. H., & Tang, C. (2023). The Synergy of Water Resource Agglomeration and Innovative Conservation Technologies on Provincial and Regional Water Usage Efficiency in China: A Super SBM-DEA Approach. Water, 15(19), 3524. https://doi.org/10.3390/w15193524

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