Energy and Health Efficiencies in China with the Inclusion of Technological Innovation

The price people pay for low energy efficiency includes not only high manufacturing costs, but also public health. With technological innovation as the driving factor for improving energy efficiency, this study uses two-stage dynamic undesirable data envelopment analysis (TDU-DEA) under variable ret...

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Main Authors: Qian Wang, Duo Li, Tzu-Han Chang
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/16/21/4225
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spelling doaj-5009b748196e41e7a0a543d83d9d04982020-11-25T01:55:20ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012019-10-011621422510.3390/ijerph16214225ijerph16214225Energy and Health Efficiencies in China with the Inclusion of Technological InnovationQian Wang0Duo Li1Tzu-Han Chang2Public Sector Research Center KRI, School of Economics, Jilin University, Qianjin Street 2699, Changchun 130012, ChinaPublic Sector Research Center KRI, School of Economics, Jilin University, Qianjin Street 2699, Changchun 130012, ChinaDepartment of Economics, Soochow University, No. 56, Kueiyang St., Sec. 1, Taipei 100, TaiwanThe price people pay for low energy efficiency includes not only high manufacturing costs, but also public health. With technological innovation as the driving factor for improving energy efficiency, this study uses two-stage dynamic undesirable data envelopment analysis (TDU-DEA) under variable return to scale to evaluate energy and health efficiencies with inclusion of technological innovation in 30 provinces of China over the period 2013−2016. The results show that the mean overall efficiencies and ranks in the eastern region are significantly higher than those in the non-eastern region, with or without the inclusion of technological innovations, and that energy efficiency in most provinces is higher than health efficiency. The average technological innovation efficiencies for energy conservation are higher than those for respiratory medical treatment. The former gap between the eastern region and non-east region is also smaller than the latter. Lastly, regions with the best technological innovation efficiencies are Beijing, Shanghai, Guangdong, Fujian, Hainan, Hebei, Inner Mongolia, Ningxia, Qinghai, Shandong, Shanxi, Tianjin, Xinjiang, and Yunnan.https://www.mdpi.com/1660-4601/16/21/4225smb vrs two-stage deaenergy efficiencyhealth efficiencytechnological innovation
collection DOAJ
language English
format Article
sources DOAJ
author Qian Wang
Duo Li
Tzu-Han Chang
spellingShingle Qian Wang
Duo Li
Tzu-Han Chang
Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
International Journal of Environmental Research and Public Health
smb vrs two-stage dea
energy efficiency
health efficiency
technological innovation
author_facet Qian Wang
Duo Li
Tzu-Han Chang
author_sort Qian Wang
title Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
title_short Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
title_full Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
title_fullStr Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
title_full_unstemmed Energy and Health Efficiencies in China with the Inclusion of Technological Innovation
title_sort energy and health efficiencies in china with the inclusion of technological innovation
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2019-10-01
description The price people pay for low energy efficiency includes not only high manufacturing costs, but also public health. With technological innovation as the driving factor for improving energy efficiency, this study uses two-stage dynamic undesirable data envelopment analysis (TDU-DEA) under variable return to scale to evaluate energy and health efficiencies with inclusion of technological innovation in 30 provinces of China over the period 2013−2016. The results show that the mean overall efficiencies and ranks in the eastern region are significantly higher than those in the non-eastern region, with or without the inclusion of technological innovations, and that energy efficiency in most provinces is higher than health efficiency. The average technological innovation efficiencies for energy conservation are higher than those for respiratory medical treatment. The former gap between the eastern region and non-east region is also smaller than the latter. Lastly, regions with the best technological innovation efficiencies are Beijing, Shanghai, Guangdong, Fujian, Hainan, Hebei, Inner Mongolia, Ningxia, Qinghai, Shandong, Shanxi, Tianjin, Xinjiang, and Yunnan.
topic smb vrs two-stage dea
energy efficiency
health efficiency
technological innovation
url https://www.mdpi.com/1660-4601/16/21/4225
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