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Linkage analysis of water resources, wastewater pollution, and health for regional sustainable development—using undesirable three-stage dynamic data envelopment analysis

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Abstract

With the development of China’s economy, pollution has made serious impact on environment and human health. However, environmental protection and residents’ health are becoming more and more important along with the country’s social and economic transformation. Most existing studies have analyzed the path of economic impact on the environment and the production, pollution, and health in isolation. This research takes panel data of 30 provinces in China (including autonomous regions and municipalities, excluding Tibet, Hong Kong, Macau, and Taiwan) spanning 2014 to 2017 as an example, builds an evaluation indicator system on the basis of the three stages of economic production, wastewater treatment, and human health, and uses the undesirable three-stage dynamic data envelopment analysis model to empirically evaluate the total efficiency, stage efficiency, and the efficiency of various indicators. The research results show the average efficiency of the three stages in most provinces in four years is below 0.5, indicating the poor coordination of each stage; the efficiency gaps among the eastern, central, and western regions are very large because of the resource endowments, geographical environment, industrial structure, strategic adjustment, and other infactors. The total efficiency of the three stages of production input, wastewater treatment, and health output in the eastern region are higher than that of the central region and the western region. From the perspective of stage efficiency, most of the 30 provinces exhibit production efficiency < health efficiency < wastewater treatment efficiency. For the three-phase input and output indicators, the efficiency values and development trends of different provinces vary. The efficiencies of input variables in the wastewater treatment stage and health stage are low in most provinces. This means that the provinces should implement accurate policies according to their own evaluation results and improve the relevance and coordination among the three stages through reasonable allocation of medical input and arrangement of urban employment.

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Authors and Affiliations

  1. Business School, Hohai University, Changzhou, 213022, China

    Zhen Shi, Huinan Huang & Chenjun Zhang

  2. Department of Economics, Soochow University, 56, Kueiyang St., Sec. 1, Taipei, 10048, Taiwan

    Yung-ho Chiu

  3. Changzhou Hospital of Traditional Chinese Medicine Affiliated to Nanjing University of Traditional Chinese Medicine, Changzhou, China

    Binxia Zhang

Authors
  1. Zhen Shi
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  2. Huinan Huang
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  3. Yung-ho Chiu
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  4. Binxia Zhang
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  5. Chenjun Zhang
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Contributions

conceptualization, Z.S. and B.Z.; methodology, Z.S. and H.H; software, H.H and Y-H.C.; validation, Y-H.C, B.Z. and C.S.; formal analysis, Z.S.; investigation, C.S.; data curation, Y-H.C.; writing—original draft preparation, B.Z. and C.S.; writing—review and editing, Z.S. and B.Z.; visualization, H.H; supervision, Z.S. and Y-H.C; project administration, Z.S.;

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Correspondence to Yung-ho Chiu.

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Shi, Z., Huang, H., Chiu, Yh. et al. Linkage analysis of water resources, wastewater pollution, and health for regional sustainable development—using undesirable three-stage dynamic data envelopment analysis. Environ Sci Pollut Res 28, 19325–19350 (2021). https://doi.org/10.1007/s11356-020-12067-2

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