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
Link To Document