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Using the stochastic health state function to forecast healthcare demand and healthcare financing: Evidence from Singapore
被引:4
|作者:
Chia, Ngee Choon
[1
]
Loh, Shu Peng
[1
]
机构:
[1] Natl Univ Singapore, Dept Econ, Singapore, Singapore
关键词:
MORTALITY DECLINE;
LIFE;
COMPRESSION;
PREDICTOR;
MORBIDITY;
PATTERNS;
D O I:
10.1111/rode.12528
中图分类号:
F0 [经济学];
F1 [世界各国经济概况、经济史、经济地理];
C [社会科学总论];
学科分类号:
0201 ;
020105 ;
03 ;
0303 ;
摘要:
Typically, healthcare financing for an ageing population requires projections on healthcare demand and cost. However, projecting healthcare demand based on projected elderly does not consider changes in population health state over time. This paper proposes a new approach to forecast health variables using a stochastic health state function and the well-established Lee-Carter stochastic mortality model. With the estimated health state at each age over time, we project the hospitalization rate, healthcare demand, and financing cost for Singapore using historical life tables and hospital admission data. Our findings show that while hospital insurance claims increase owing to an aging population, improving health state could save costs from hospital insurance claims. This has policy implications: more attention should be given to preventive healthcare such as health screening to improve the overall health state of the population.
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页码:1081 / 1104
页数:24
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