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.
引用
收藏
页码:1081 / 1104
页数:24
相关论文
共 50 条
  • [1] Catastrophic health expenditure during healthcare financing reform: Evidence from Kazakhstan
    Sarsenbayeva, Aigerim
    Alpysbayeva, Dinara
    SOCIAL SCIENCE & MEDICINE, 2025, 371
  • [2] Healthcare burden of cognitive impairment: Evidence from a Singapore Chinese health study
    Chay, Junxing
    Koh, Woon-Puay
    Tan, Kelvin Bryan
    Finkelstein, Eric A.
    ANNALS ACADEMY OF MEDICINE SINGAPORE, 2024, 53 (04) : 142 - 149
  • [3] Inpatient Healthcare Financing Strategies: Evidence from India
    Manchanda, Navneet
    Rahut, Dil Bahadur
    EUROPEAN JOURNAL OF DEVELOPMENT RESEARCH, 2021, 33 (06): : 1729 - 1767
  • [4] Inpatient Healthcare Financing Strategies: Evidence from India
    Navneet Manchanda
    Dil Bahadur Rahut
    The European Journal of Development Research, 2021, 33 : 1729 - 1767
  • [5] The Quantitative Performance Indicators for Financing Healthcare from the State Budget
    Haas, Jakub
    Gajdosova, Eva
    PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON THEORETICAL AND PRACTICAL ASPECTS OF PUBLIC FINANCE 2015, 2015, : 57 - 62
  • [6] Provincial health accounts in Kerman, Iran: an evidence of a "mixed" healthcare financing system
    Mehrolhassani, Mohammad Hossein
    Jafari, Mohammad
    Zeinali, Javad
    Ansari, Mina
    INTERNATIONAL JOURNAL OF HEALTH POLICY AND MANAGEMENT, 2014, 2 (02): : 69 - 74
  • [7] Demand for private healthcare in a universal public healthcare system: empirical evidence from Sri Lanka
    Pallegedara, Asankha
    Grimm, Michael
    HEALTH POLICY AND PLANNING, 2017, 32 (09) : 1267 - 1284
  • [8] Does healthcare financing converge? Evidence from eight OECD countries
    Wen-Yi Chen
    International Journal of Health Care Finance and Economics, 2013, 13 : 279 - 300
  • [9] Does healthcare financing converge? Evidence from eight OECD countries
    Chen, Wen-Yi
    INTERNATIONAL JOURNAL OF HEALTH CARE FINANCE & ECONOMICS, 2013, 13 (3-4): : 279 - 300
  • [10] Public Healthcare Financing during Counterinsurgency Efforts: Evidence from Colombia
    Lordemus, Samuel
    Kreif, Noemi
    Moreno-Serra, Rodrigo
    OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2024, 86 (05) : 1230 - 1259