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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Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R ChinaTsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
Li, Lele
Du, Tiantian
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Tsinghua Univ, Inst Hosp Management, Shenzhen 518055, Guangdong, Peoples R ChinaTsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
Du, Tiantian
Hu, Yanping
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China Japan Friendship Hosp, Dept Med Engn, Beijing 100029, Peoples R ChinaTsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R China
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Univ Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Atella, Vincenzo
Belotti, Federico
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Univ Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Belotti, Federico
Bojke, Chris
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LIHS, 061B,Level 11,Worsley Bldg,Clarendon Way, Leeds LS2 9NL, W Yorkshire, EnglandUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Bojke, Chris
Castelli, Adriana
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Univ York, Ctr Hlth Econ, Heslington York YO10 5DD, EnglandUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Castelli, Adriana
Grasic, Katja
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Univ York, Ctr Hlth Econ, Heslington York YO10 5DD, EnglandUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Grasic, Katja
Kopinska, Joanna
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Univ Roma Tor Vergata, Ctr Econ & Int Studies, Via Columbia 2, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Kopinska, Joanna
Mortari, Andrea Piano
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Univ Roma Tor Vergata, Ctr Econ & Int Studies, Via Columbia 2, I-00133 Rome, ItalyUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
Mortari, Andrea Piano
Street, Andrew
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London Sch Econ & Polit Sci, Dept Hlth Policy, Room 3-03,Cowdray House, London WC2A 2AE, EnglandUniv Roma Tor Vergata, Dept Econ & Finance, Via Columbia 2, I-00133 Rome, Italy
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Univ New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, AustraliaUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Asante, Augustine D.
Ir, Por
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Natl Inst Publ Hlth, Lot 80,St 289, Phnom Penh, CambodiaUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Ir, Por
Jacobs, Bart
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Natl Inst Publ Hlth, Lot 80,St 289, Phnom Penh, CambodiaUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Jacobs, Bart
Supon, Limwattananon
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Khon Kaen Univ, Khon Kaen, ThailandUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Supon, Limwattananon
Liverani, Marco
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London Sch Hyg & Trop Med, Dept Global Hlth & Dev, 15-17 Tavistock Pl, London, England
Mahidol Univ, Fac Publ Hlth, Bangkok, Thailand
Nagasaki Univ, Sch Trop Med & Global Hlth, Nagasaki, JapanUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Liverani, Marco
Hayen, Andrew
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UTS, 15 Broadway, Ultimo, NSW 2007, AustraliaUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia
Hayen, Andrew
Jan, Stephen
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George Inst Global Hlth, Newtown, Tas, Australia
Univ New South Wales UNSW Sydney, Kensington, NSW 2052, AustraliaUniv New South Wales UNSW Sydney, Sch Publ Hlth & Community Med, Kensington, NSW 2052, Australia