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...
Main Authors: | , , |
---|---|
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 |
id |
doaj-5009b748196e41e7a0a543d83d9d0498 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT qianwang energyandhealthefficienciesinchinawiththeinclusionoftechnologicalinnovation AT duoli energyandhealthefficienciesinchinawiththeinclusionoftechnologicalinnovation AT tzuhanchang energyandhealthefficienciesinchinawiththeinclusionoftechnologicalinnovation |
_version_ |
1724983791088304128 |