Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models

With rapid urbanization in China, the phenomenon of urban sprawl has become prominent and has severely challenged sustainable urbanization and ecological civilization. Aiming to understand the impact of urban sprawl on the urban environment, this study calculates the eco-efficiency of 264 prefecture...

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Main Authors: Qian Zhang, Huaxing Zhang, Dan Zhao, Baodong Cheng, Chang Yu, Yanli Yang
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/11/20/5598
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spelling doaj-496259e7f633434d8373ea90b4de53602020-11-25T00:10:07ZengMDPI AGSustainability2071-10502019-10-011120559810.3390/su11205598su11205598Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression ModelsQian Zhang0Huaxing Zhang1Dan Zhao2Baodong Cheng3Chang Yu4Yanli Yang5School of Economics and Management, Beijing Forestry University, Beijing 100083, ChinaSchool of Economics and Management, Beijing Forestry University, Beijing 100083, ChinaState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaSchool of Economics and Management, Beijing Forestry University, Beijing 100083, ChinaSchool of Economics and Management, Beijing Forestry University, Beijing 100083, ChinaInstitute of Agricultural Economy and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, ChinaWith rapid urbanization in China, the phenomenon of urban sprawl has become prominent and has severely challenged sustainable urbanization and ecological civilization. Aiming to understand the impact of urban sprawl on the urban environment, this study calculates the eco-efficiency of 264 prefecture-level cities in China from 2003 to 2016 by using a super-efficiency data envelopment analysis model. Then, we establish a panel Tobit model and threshold regression model to empirically test the impact of urban sprawl on eco-efficiency and the threshold effect of the urban scale. The results show that urban sprawl hinders the improvement of urban eco-efficiency, especially in Eastern China, but relatively weak or even insignificant effects are observed in Central and Western China. Additionally, a threshold effect of urban sprawl on eco-efficiency can be found. When the city scale is small, urban sprawl seriously hinders the improvement of eco-efficiency. As the city scale gradually expands, the negative effect of urban sprawl on eco-efficiency first decreases, then the restraining effect is gradually strengthened. Our research findings can aid urban development in cities with different scales to reduce the negative effect of urban sprawl on the urban environment.https://www.mdpi.com/2071-1050/11/20/5598urban sprawleco-efficiencysuper-efficiency modelthreshold regression model
collection DOAJ
language English
format Article
sources DOAJ
author Qian Zhang
Huaxing Zhang
Dan Zhao
Baodong Cheng
Chang Yu
Yanli Yang
spellingShingle Qian Zhang
Huaxing Zhang
Dan Zhao
Baodong Cheng
Chang Yu
Yanli Yang
Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
Sustainability
urban sprawl
eco-efficiency
super-efficiency model
threshold regression model
author_facet Qian Zhang
Huaxing Zhang
Dan Zhao
Baodong Cheng
Chang Yu
Yanli Yang
author_sort Qian Zhang
title Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
title_short Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
title_full Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
title_fullStr Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
title_full_unstemmed Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models
title_sort does urban sprawl inhibit urban eco-efficiency? empirical studies of super-efficiency and threshold regression models
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2019-10-01
description With rapid urbanization in China, the phenomenon of urban sprawl has become prominent and has severely challenged sustainable urbanization and ecological civilization. Aiming to understand the impact of urban sprawl on the urban environment, this study calculates the eco-efficiency of 264 prefecture-level cities in China from 2003 to 2016 by using a super-efficiency data envelopment analysis model. Then, we establish a panel Tobit model and threshold regression model to empirically test the impact of urban sprawl on eco-efficiency and the threshold effect of the urban scale. The results show that urban sprawl hinders the improvement of urban eco-efficiency, especially in Eastern China, but relatively weak or even insignificant effects are observed in Central and Western China. Additionally, a threshold effect of urban sprawl on eco-efficiency can be found. When the city scale is small, urban sprawl seriously hinders the improvement of eco-efficiency. As the city scale gradually expands, the negative effect of urban sprawl on eco-efficiency first decreases, then the restraining effect is gradually strengthened. Our research findings can aid urban development in cities with different scales to reduce the negative effect of urban sprawl on the urban environment.
topic urban sprawl
eco-efficiency
super-efficiency model
threshold regression model
url https://www.mdpi.com/2071-1050/11/20/5598
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