IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v113y2016icp509-514.html
   My bibliography  Save this article

Assessing China's rural household energy sustainable development using improved grouped principal component method

Author

Listed:
  • Zhang, Ming
  • Su, Bin

Abstract

The purpose of this paper is to assess the status and progress of rural household energy sustainable development in China. A new composite indicator, rural energy sustainable development index (RESDI), is developed based on the improved grouped principal component analysis method (GPCA) which is the combination utilization of principal component analysis (PCA), factor analysis (FA), and entropy weight method. The improved grouped principal component analysis method keeps the advantages of principal component analysis and factor analysis. To capture the characters of rural energy sustainable development, ten indicators selected based on the criteria presented by OECD are designed to construct the RESDI. The main results are as follows. The RESDI increased from 0.185 in 1991 to 3.189 in 2012. However, the curve of RESDI can be divided into three phases: a slow increase stage between 1991 and 1996, a rapid decrease stage from 1997 to 1998, and a rapid increase stage between 1999 and 2012.

Suggested Citation

  • Zhang, Ming & Su, Bin, 2016. "Assessing China's rural household energy sustainable development using improved grouped principal component method," Energy, Elsevier, vol. 113(C), pages 509-514.
    • Handle: RePEc:eee:energy:v:113:y:2016:i:c:p:509-514
    DOI: 10.1016/j.energy.2016.07.071
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544216309951
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2016.07.071?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mainali, Brijesh & Silveira, Semida, 2013. "Alternative pathways for providing access to electricity in developing countries," Renewable Energy, Elsevier, vol. 57(C), pages 299-310.
    2. Doukas, Haris & Papadopoulou, Alexandra & Savvakis, Nikolaos & Tsoutsos, Theocharis & Psarras, John, 2012. "Assessing energy sustainability of rural communities using Principal Component Analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 1949-1957.
    3. Byrne, John & Zhou, Aiming & Shen, Bo & Hughes, Kristen, 2007. "Evaluating the potential of small-scale renewable energy options to meet rural livelihoods needs: A GIS- and lifecycle cost-based assessment of Western China's options," Energy Policy, Elsevier, vol. 35(8), pages 4391-4401, August.
    4. Zhou, Zhongren & Wu, Wenliang & Wang, Xiaohua & Chen, Qun & Wang, Ou, 2009. "Analysis of changes in the structure of rural household energy consumption in northern China: A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(1), pages 187-193, January.
    5. Sun, Chuanwang & Ouyang, Xiaoling, 2016. "Price and expenditure elasticities of residential energy demand during urbanization: An empirical analysis based on the household-level survey data in China," Energy Policy, Elsevier, vol. 88(C), pages 56-63.
    6. Catania, Peter, 1999. "China's rural energy system and management," Applied Energy, Elsevier, vol. 64(1-4), pages 229-240, September.
    7. Zhou, Zhongren & Wu, Wenliang & Chen, Qun & Chen, Shufeng, 2008. "Study on sustainable development of rural household energy in northern China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(8), pages 2227-2239, October.
    8. Liu, Wenling & Wang, Can & Mol, Arthur P.J., 2012. "Rural residential CO2 emissions in China: Where is the major mitigation potential?," Energy Policy, Elsevier, vol. 51(C), pages 223-232.
    9. Kemmler, Andreas & Spreng, Daniel, 2007. "Energy indicators for tracking sustainability in developing countries," Energy Policy, Elsevier, vol. 35(4), pages 2466-2480, April.
    10. Zhang, Ming & Guo, Fangyan, 2013. "Analysis of rural residential commercial energy consumption in China," Energy, Elsevier, vol. 52(C), pages 222-229.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Menegaki, Angeliki N. & Marques, António Cardoso & Fuinhas, José Alberto, 2017. "Redefining the energy-growth nexus with an index for sustainable economic welfare in Europe," Energy, Elsevier, vol. 141(C), pages 1254-1268.
    2. Wang, Xue & Fan, Li-Wei & Zhang, Hongyan, 2023. "Policies for enhancing patent quality: Evidence from renewable energy technology in China," Energy Policy, Elsevier, vol. 180(C).
    3. Zhang, Guoxing & Nuruzzaman, Md & Su, Bin, 2021. "Nexus between household energy consumption and economic growth in Bangladesh (1975–2018)," Energy Policy, Elsevier, vol. 156(C).
    4. Chen, Sai & Song, Yan & Zhang, Ming, 2021. "Study on the sustainability evaluation and development path selection of China’s coal base from the perspective of spatial field," Energy, Elsevier, vol. 215(PA).
    5. Tiancai Xing & Qichuan Jiang & Xuejiao Ma, 2017. "To Facilitate or Curb? The Role of Financial Development in China’s Carbon Emissions Reduction Process: A Novel Approach," IJERPH, MDPI, vol. 14(10), pages 1-39, October.
    6. Li, Jianglong & Chen, Chang & Liu, Hongxun, 2019. "Transition from non-commercial to commercial energy in rural China: Insights from the accessibility and affordability," Energy Policy, Elsevier, vol. 127(C), pages 392-403.
    7. Wang, Deqing & Tian, Sihua & Fang, Lei & Xu, Yan, 2020. "A functional index model for dynamically evaluating China's energy security," Energy Policy, Elsevier, vol. 147(C).
    8. Yan, Junna & Li, Yingzhu & Su, Bin & Ng, Tsan Sheng, 2022. "Contributors and drivers of Chinese energy use and intensity from regional and demand perspectives, 2012-2015-2017," Energy Economics, Elsevier, vol. 115(C).
    9. Niu, Shuwen & Li, Zhen & Qiu, Xin & Dai, Runqi & Wang, Xiang & Qiang, Wenli & Hong, Zhenguo, 2019. "Measurement of effective energy consumption in China's rural household sector and policy implication," Energy Policy, Elsevier, vol. 128(C), pages 553-564.
    10. Eka Sudarmaji & Noer Azam Achsani & Yandra Arkeman & Idqan Fahmi, 2022. "Decomposition Factors Household Energy Subsidy Consumption in Indonesia: Kaya Identity and Logarithmic Mean Divisia Index Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 355-364.
    11. Lee, Chien-Chiang & Wang, Chang-song, 2022. "Does natural resources matter for sustainable energy development in China: The role of technological progress," Resources Policy, Elsevier, vol. 79(C).
    12. Jianfeng Guo & Bin Su & Guang Yang & Lianyong Feng & Yinpeng Liu & Fu Gu, 2018. "How Do Verified Emissions Announcements Affect the Comoves between Trading Behaviors and Carbon Prices? Evidence from EU ETS," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    13. Zhu, Xiaodong & Zhu, Zheng & Zhu, Bangzhu & Wang, Ping, 2022. "The determinants of energy choice for household cooking in China," Energy, Elsevier, vol. 260(C).
    14. Wang, Bo & Deng, Nana & Li, Haoxiang & Zhao, Wenhui & Liu, Jie & Wang, Zhaohua, 2021. "Effect and mechanism of monetary incentives and moral suasion on residential peak-hour electricity usage," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    15. Tao Lin & Junna Yan, 2017. "Investigating the sensitivity factors of household indirect CO2 emission from the production side," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(2), pages 721-740, September.
    16. Min He & Pei Liu & Linwei Ma & Chinhao Chong & Xu Li & Shizhong Song & Zheng Li & Weidou Ni, 2018. "A Systems Analysis of the Development Status and Trends of Rural Household Energy in China," Energies, MDPI, vol. 11(7), pages 1-23, July.
    17. Angeliki N. Menegaki, 2021. "Towards a Global Energy-Sustainable Economy Nexus; Summing up Evidence from Recent Empirical Work," Energies, MDPI, vol. 14(16), pages 1-16, August.
    18. Xiaoxia Zhang & Tonggang Zha & Yun Zhao & Jing Qin & Zhiyuan Lyv & Zhijie Ma & Haiyan Yu & Yushen Zhu & Gaomin Wang & Felix Tettenborn & Benedikt Freiherr von Lueninck, 2017. "Sustainable Effects of Small Hydropower Substituting Firewood Program in Majiang County, Guizhou Province, China," Sustainability, MDPI, vol. 9(6), pages 1-16, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Min He & Pei Liu & Linwei Ma & Chinhao Chong & Xu Li & Shizhong Song & Zheng Li & Weidou Ni, 2018. "A Systems Analysis of the Development Status and Trends of Rural Household Energy in China," Energies, MDPI, vol. 11(7), pages 1-23, July.
    2. Jiang, Zhixiang & Dai, Yanhui & Luo, Xianxiang & Liu, Guocheng & Wang, Hefang & Zheng, Hao & Wang, Zhenyu, 2017. "Assessment of bioenergy development potential and its environmental impact for rural household energy consumption: A case study in Shandong, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1153-1161.
    3. Mainali, Brijesh & Silveira, Semida, 2015. "Using a sustainability index to assess energy technologies for rural electrification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1351-1365.
    4. Niu, Shuwen & Li, Zhen & Qiu, Xin & Dai, Runqi & Wang, Xiang & Qiang, Wenli & Hong, Zhenguo, 2019. "Measurement of effective energy consumption in China's rural household sector and policy implication," Energy Policy, Elsevier, vol. 128(C), pages 553-564.
    5. Liu, Wenling & Spaargaren, Gert & Heerink, Nico & Mol, Arthur P.J. & Wang, Can, 2013. "Energy consumption practices of rural households in north China: Basic characteristics and potential for low carbon development," Energy Policy, Elsevier, vol. 55(C), pages 128-138.
    6. Fang, Yiping & Wei, Yanqiang, 2013. "Climate change adaptation on the Qinghai–Tibetan Plateau: The importance of solar energy utilization for rural household," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 508-518.
    7. Ma, Hengyun & Oxley, Les & Gibson, John & Li, Wen, 2010. "A survey of China's renewable energy economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 438-445, January.
    8. Minda Ma & Ran Yan & Weiguang Cai, 2017. "An extended STIRPAT model-based methodology for evaluating the driving forces affecting carbon emissions in existing public building sector: evidence from China in 2000–2015," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 89(2), pages 741-756, November.
    9. Liu, Li-qun & Liu, Chun-xia & Sun, Zhi-yi, 2011. "A survey of China's low-carbon application practice--Opportunity goes with challenge," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2895-2903, August.
    10. Zhang, Lixiao & Yang, Zhifeng & Chen, Bin & Chen, Guoqian, 2009. "Rural energy in China: Pattern and policy," Renewable Energy, Elsevier, vol. 34(12), pages 2813-2823.
    11. Ding, Wenguang & Xu, Luan & Ye, Weifeng, 2014. "A comparative study of bioenergy consumption and CO2 emissions in Tibetan region of China," Renewable Energy, Elsevier, vol. 71(C), pages 344-350.
    12. Wang, Chengchao & Yang, Yusheng & Zhang, Yaoqi, 2012. "Rural household livelihood change, fuelwood substitution, and hilly ecosystem restoration: Evidence from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2475-2482.
    13. Liu, Xuan & Hu, Ye & Xiao, Yan, 2017. "Risk management for rural energy industry of Sichuan Province in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1029-1044.
    14. Liu, Li-qun & Wang, Zhi-xin & Zhang, Hua-qiang & Xue, Ying-cheng, 2010. "Solar energy development in China--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 301-311, January.
    15. Li, Jianglong & Chen, Chang & Liu, Hongxun, 2019. "Transition from non-commercial to commercial energy in rural China: Insights from the accessibility and affordability," Energy Policy, Elsevier, vol. 127(C), pages 392-403.
    16. Luthra, Sunil & Mangla, Sachin Kumar & Kharb, Ravinder K., 2015. "Sustainable assessment in energy planning and management in Indian perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 58-73.
    17. Sarangi, Gopal K. & Mishra, Arabinda & Chang, Youngho & Taghizadeh-Hesary, Farhad, 2019. "Indian electricity sector, energy security and sustainability: An empirical assessment," Energy Policy, Elsevier, vol. 135(C).
    18. Bhattacharyya, Subhes C. & Ohiare, Sanusi, 2012. "The Chinese electricity access model for rural electrification: Approach, experience and lessons for others," Energy Policy, Elsevier, vol. 49(C), pages 676-687.
    19. Dai, Jing & Chen, Bin & Hayat, Tasawar & Alsaedi, Ahmed & Ahmad, Bashir, 2015. "Sustainability-based economic and ecological evaluation of a rural biogas-linked agro-ecosystem," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 347-355.
    20. Ding, Wenguang & Niu, Hewen & Chen, Jinsong & Du, Jun & Wu, Yang, 2012. "Influence of household biogas digester use on household energy consumption in a semi-arid rural region of northwest China," Applied Energy, Elsevier, vol. 97(C), pages 16-23.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:113:y:2016:i:c:p:509-514. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.