2019
DOI: 10.3390/su11061787
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Does Urbanization Improve Industrial Water Consumption Efficiency?

Abstract: Although some studies have focused on the logical connection between industrial water consumption in the industrial economic development (IED) and industrial wastewater treatment (IWT) stages, the master–slave game relationship between these stages has not been considered. This study selected panel data from 30 provinces in China from 2011 to 2015, divided these provinces into IED- and IWT-dominated regions, and developed a two-stage data envelopment analysis (DEA) model based on the master–slave game relation… Show more

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Cited by 13 publications
(8 citation statements)
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“…According to network DEA, on the one hand, for the EDoriented regions, we should maximize the efficiency of the ED stage first and then maximize the efficiency of the EG stage under the constraint that the efficiency of the ED stage does not decrease during this second step (Liu et al, 2019). In this case, the assessment model for the performance of the ED stage is described by Eq.…”
Section: Methodology Industrial Environmental Efficiency Assessment Modelmentioning
confidence: 99%
See 2 more Smart Citations
“…According to network DEA, on the one hand, for the EDoriented regions, we should maximize the efficiency of the ED stage first and then maximize the efficiency of the EG stage under the constraint that the efficiency of the ED stage does not decrease during this second step (Liu et al, 2019). In this case, the assessment model for the performance of the ED stage is described by Eq.…”
Section: Methodology Industrial Environmental Efficiency Assessment Modelmentioning
confidence: 99%
“…We select 16 typical provinces and divide these provinces into two groups: EG-oriented regions and ED-oriented regions, according to their development stage in 2011-2015 and in line with previous studies (Liu et al, 2019;Wang et al, 2015). The provinces selected are listed in Table 3.…”
Section: Overall Analysis Of Industrial Environmental Efficiency In Different Regionsmentioning
confidence: 99%
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“…Zhang, et al selected six indicators to construct an evaluation index system of sustainable water management [12]. Woodward et al established a water efficiency evaluation framework in infrastructure investments and applied this to three federal campuses [13].In response to the driving factors of water utilization efficiency, scholars have given theoretical explanations and empirical tests from the perspectives of urbanization, environmental regulation, industrial agglomeration, and resource endowment [14,15]. Nazari recognized legal, social, technological, and political dynamics as the major reasons for failure of irrigation water management in Iran [16].…”
mentioning
confidence: 99%
“…In response to the driving factors of water utilization efficiency, scholars have given theoretical explanations and empirical tests from the perspectives of urbanization, environmental regulation, industrial agglomeration, and resource endowment [14,15]. Nazari recognized legal, social, technological, and political dynamics as the major reasons for failure of irrigation water management in Iran [16].…”
mentioning
confidence: 99%