Measuring environmental efficiency and technology inequality of China's power sector: methodological comparisons among data envelopment analysis, free disposable hull, and super free disposable hull models

被引:6
|
作者
Liu, Xiaohong [1 ]
Li, Aijun [1 ]
Qu, Jingjing [1 ]
Xie, Chunping [2 ]
机构
[1] Shandong Univ, Ctr Econ Res, Jinan 250100, Peoples R China
[2] London Sch Econ & Polit Sci LSE, Grantham Res Inst, London WC2A 2AE, England
关键词
Data envelopment analysis; Free disposable hull; Environmental efficiency; Super efficiency; Technology inequality; Efficiency Gini coefficient; UNIFIED EFFICIENCY; ENERGY; IMPACT; SCALE; UNITS;
D O I
10.1007/s11356-022-19313-9
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
China's power sector has received great research attention because of its large energy consumption and CO2 emissions. This study assesses the environmental efficiency and technology inequality of China's power sector from 2008 to 2017. Methodologically, this study proposes a non-radial FDH (free disposable hull) model and a super non-radial FDH model. The non-radial FDH model relaxes the convex assumption and captures all inefficiencies of inputs, desirable output and undesirable output. The super non-radial model is capable of discriminating efficient power sectors and always has feasible solutions. We also compare their performance with the non-radial data envelopment analysis (DEA) model. The main conclusions are summarized as follows: First, the environmental efficiency of China's power sector has experienced steady growth; the power sectors in the east region outperform those in other regions. Second, the proposed FDH models are more applicable and reliable than the non-radial DEA model in efficiency measurement of China's power sector, due to the indivisibility of labor. Third, there has been growing technology inequality and the main driving factor determining technology inequality is the inter-region efficiency Gini coefficient. To improve environmental efficiency and eliminate technology inequality, the government should mainly solve the issue of excessive labor input and establish a free technology market for technology trading.
引用
收藏
页码:48607 / 48619
页数:13
相关论文
共 4 条
  • [1] Measuring environmental efficiency and technology inequality of China’s power sector: methodological comparisons among data envelopment analysis, free disposable hull, and super free disposable hull models
    Xiaohong Liu
    Aijun Li
    Jingjing Qu
    Chunping Xie
    Environmental Science and Pollution Research, 2022, 29 : 48607 - 48619
  • [2] Integration of Life Cycle Assessment and Data Envelopment Analysis using a Free Disposable Hull Approach to Evaluate Farms' Eco-efficiency
    Vasquez-Ibarra, Leonardo
    Iriarte, Alfredo
    Rebolledo-Leiva, Ricardo
    Gonzalez-Araya, Marcela
    Angulo-Meza, Lidia
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH AND ENTERPRISE SYSTEMS (ICORES), 2021, : 185 - 191
  • [3] Efficiency of zakat institutions in Indonesia: data envelopment analysis (DEA) vs free disposal hull (FDH) vs super-efficiency DEA
    Ryandono, Muhamad Nafik Hadi
    Widiastuti, Tika
    Cahyono, Eko Fajar
    Filianti, Dian
    Qulub, A. Syifaul
    Al Mustofa, Muhammad Ubaidillah
    JOURNAL OF ISLAMIC ACCOUNTING AND BUSINESS RESEARCH, 2023, 14 (08) : 1360 - 1363
  • [4] Measuring efficiency and technology inequality of China's electricity generation and transmission system: A new approach of network Data Envelopment Analysis prospect cross-efficiency models
    Zhang, Ruchuan
    Wei, Qian
    Li, Aijun
    Ren, LiYing
    ENERGY, 2022, 246