• DocumentCode
    3117696
  • Title

    Applying grey forecasting models to disability rate and demand for long-term care service of the aged in Taiwan

  • Author

    Hsu, Ker-Tah ; Yan, Tzung-Ming

  • Author_Institution
    Dept. of Insurance, Chaoyang Univ. of Technol., Taichung
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2860
  • Lastpage
    2865
  • Abstract
    Original GM(1,1) and Tan´s modified GM(1,1) model are employed in this research to forecast the disability rate of the aged and the number of aged in the total population. However, the original GM(1,1) model outperforms Tan´s modified GM(1,1) model. The results reveal that the continual increase in the disability rate of the aged leads in turn to growth rates of 1462.44% in the number of aged demanding long-term care services over the period 1991 -- 2011, far exceeding the growth rate of the aged population over the same period. In 2011 the total number of the aged in Taiwan demanding long-term care services is estimated to be 606,305; the number of the aged demanding services in home is estimated to be 424,413; while the number of the aged demanding institutional services is estimated to be 181,891.
  • Keywords
    forecasting theory; geriatrics; grey systems; health care; statistical analysis; Taiwan; aged people; disability rate; grey forecasting model; long-term care service; statistical analysis; Aging; Chaos; Demand forecasting; Diseases; Instruments; Insurance; Predictive models; Statistics; Technological innovation; Technology forecasting; GM(1,1); disability rate; long-term care;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2383-5
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2008.4811731
  • Filename
    4811731