• DocumentCode
    2786082
  • Title

    The Evaluation System of the Social Development Risk Based on the Factor Analysis and Monte Carlo Simulation

  • Author

    Liu, Wei ; Yuan, Mujin ; Zhou, Hong

  • Author_Institution
    Econ. & Manage. Sch., Wuhan Univ. Wuhan, Wuhan, China
  • Volume
    4
  • fYear
    2011
  • fDate
    24-25 Sept. 2011
  • Firstpage
    194
  • Lastpage
    196
  • Abstract
    In order to evaluate the social development risk in the process of reformation and social transformation, a scientific, rigorous and feasible model is used in this paper. By using factor analysis and Monte Carlo simulation, we set an evaluation model according to the inherent composition of the social risk based on the present risk and the basic situation in the key period of social system transformation in our country. Through principal component analysis, we can get the score of social risk index, so that we can classify the stage of social risk. Through the evaluation model test, we can get some reliable indexes which reflect the true social risks system. The comprehensive evaluation method provides an operational way for government management and decision-making, while also providing a reference model for social risk warning research.
  • Keywords
    Monte Carlo methods; risk management; socio-economic effects; Monte Carlo simulation; decision making; evaluation system; factor analysis; government management; principal component analysis; reference model; social development risk; social risk index; social risk warning research; social system transformation; social transformation; Computational modeling; Educational institutions; Indexes; Monte Carlo methods; Predictive models; Principal component analysis; Reliability; Evaluation index system; Factor analysis; Monte Carlo simulation; Social development risk;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-1419-1
  • Type

    conf

  • DOI
    10.1109/ICM.2011.48
  • Filename
    6113725