• DocumentCode
    2001308
  • Title

    Efficiency socio-economic input factor of grain production based on DEA-ESDA

  • Author

    Wang, Qian ; Jin, Xiaobin ; Zhou, Yinkang

  • Author_Institution
    Sch. of Geographic & Oceanogr. Sci., Nanjing Univ., Nanjing, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Efficiency of input factors is key factor to increase grain production. This paper utilizes of data envelopment analysis model (DEA) and the methods of exploratory spatial data analysis (ESDA) with GIS spatial analytical technology, to measure social and economic factor efficiency of grain production, analyze spatial-temporal changes and regulations, between 1990 and 2005 on 172 counties in Hebei Province of china. The result showed: the DEA and ESDA models combined with GIS spatial analytical method can objectively and precisely estimate the social and economic factor efficiency of grain production and spatially and visually express the result availably. The spatial concentration effect of grain production input factor efficiency in Hebei Province is significant, Global-spatial Autocorrelation coefficient, between 1990 and 2005, is larger than 0.35. The features of Local-Autocorrelation Spatial layout are significant. Correlation analysis indicated that the TFP factor influencing grain production input factor efficiency during the research period had alternate changes. In the future, the concentration degree of factor should be strengthened in grain production in order to increase the intensive use of farmland and increase the scale performance of input factors.
  • Keywords
    agriculture; data envelopment analysis; geographic information systems; socio-economic effects; DEA-ESDA; Hebei Province; data envelopment analysis model; exploratory spatial data analysis; farmland; grain production; local-autocorrelation spatial layout; socio-economic input factor; spatial-temporal changes; Analytical models; Correlation; Economics; Geographic Information Systems; Layout; Productivity; DEA; ESDA; GIS; Malmquist; grain production;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoinformatics, 2010 18th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-7301-4
  • Type

    conf

  • DOI
    10.1109/GEOINFORMATICS.2010.5567959
  • Filename
    5567959