Literature DB >> 31857943

The Long-Term Impact of Functional Disability on Hospitalization Spending in Singapore.

C Chen1,2, J T Lim1, N C Chia3, L Wang1, B Tysinger2, J Zissimopolous2, M Z Chong1, Z Wang1, G C Koh1, J M Yuan4,5, K B Tan1,6, K S Chia1, A R Cook1,7, R Malhotra7,8, A Chan7,8, S Ma9, T P Ng10, W P Koh1,7, D P Goldman2, J Yoong11.   

Abstract

Singapore is one of the fastest-aging populations due to increased life expectancy and lowered fertility. Lifestyle changes increase the burden of chronic diseases and disability. These have important implications for social protection systems. The goal of this paper is to model future functional disability and healthcare expenditures based on current trends. To project the health, disability and hospitalization spending of future elders, we adapted the Future Elderly Model (FEM) to Singapore. The FEM is a dynamic Markov microsimulation model developed in the US. Our main source of population data was the Singapore Chinese Health Study (SCHS) consisting of 63,000 respondents followed up over three waves from 1993 to 2010. The FEM model enables us to investigate the effects of disability compounded over the lifecycle and hospitalization spending, while adjusting for competing risk of multi-comorbidities. Results indicate that by 2050, 1 in 6 elders in Singapore will have at least one ADL disability and 1 in 3 elders will have at least one IADL disability, an increase from 1 in 12 elders and 1 in 5 elders respectively in 2014. The highest prevalence of functional disability will be in those aged 85 years and above. Lifetime hospitalization spending of elders aged 55 and above is US$24,400 (30.2%) higher among people with functional disability compared to those without disability. Policies that successfully tackle diabetes and promote healthy living may reduce or delay the onset of disability, leading to potential saving. In addition, further technological improvements may reduce the financial burden of disability.

Entities:  

Keywords:  Ageing; Disability; Hospitalization; Microsimulation; Spending

Year:  2019        PMID: 31857943      PMCID: PMC6922027          DOI: 10.1016/j.jeoa.2019.02.002

Source DB:  PubMed          Journal:  J Econ Ageing        ISSN: 2212-828X


  49 in total

1.  Change in chronic disability from 1982 to 2004/2005 as measured by long-term changes in function and health in the U.S. elderly population.

Authors:  Kenneth G Manton; XiLiang Gu; Vicki L Lamb
Journal:  Proc Natl Acad Sci U S A       Date:  2006-11-13       Impact factor: 11.205

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Journal:  MMWR Morb Mortal Wkly Rep       Date:  2016-08-26       Impact factor: 17.586

3.  Forecasting Trends in Disability in a Super-Aging Society: Adapting the Future Elderly Model to Japan.

Authors:  Brian K Chen; Hawre Jalal; Hideki Hashimoto; Sze-Chuan Suen; Karen Eggleston; Michael Hurley; Lena Schoemaker; Jay Bhattacharya
Journal:  J Econ Ageing       Date:  2016-06-23

4.  Projecting the number of older singaporeans with activity of daily living limitations requiring human assistance through 2030.

Authors:  James Thompson; Rahul Malhotra; Sean Love; Truls Ostbye; Angelique Chan; David Matchar
Journal:  Ann Acad Med Singapore       Date:  2014-01       Impact factor: 2.473

5.  Social support and mortality among the aged people with major diseases or ADL disabilities in Taiwan: a national study.

Authors:  Chun-Cheng Liao; Chi-Rong Li; Shu-Hsin Lee; Wen-Chun Liao; Miao-Yu Liao; James Lin; Chih-Jung Yeh; Meng-Chih Lee
Journal:  Arch Gerontol Geriatr       Date:  2014-11-27       Impact factor: 3.250

6.  Medicare cost effects of recent U.S. disability trends in the elderly: future implications.

Authors:  Kenneth G Manton; Vicki L Lamb; XiLiang Gu
Journal:  J Aging Health       Date:  2007-06

7.  The association between functional disability and acute care utilization among the elderly in Taiwan.

Authors:  Chen-Yi Wu; Hsiao-Yun Hu; Chung-Pin Li; Yi-Ting Fang; Nicole Huang; Yiing-Jeng Chou
Journal:  Arch Gerontol Geriatr       Date:  2013-05-15       Impact factor: 3.250

8.  Health, life expectancy, and health care spending among the elderly.

Authors:  James Lubitz; Liming Cai; Ellen Kramarow; Harold Lentzner
Journal:  N Engl J Med       Date:  2003-09-11       Impact factor: 91.245

Review 9.  Gender differences in health care expenditures, resource utilization, and quality of care.

Authors:  Gary M Owens
Journal:  J Manag Care Pharm       Date:  2008-04

10.  Economic burden of multimorbidity among older adults: impact on healthcare and societal costs.

Authors:  Louisa Picco; Evanthia Achilla; Edimansyah Abdin; Siow Ann Chong; Janhavi Ajit Vaingankar; Paul McCrone; Hong Choon Chua; Derrick Heng; Harish Magadi; Li Ling Ng; Martin Prince; Mythily Subramaniam
Journal:  BMC Health Serv Res       Date:  2016-05-10       Impact factor: 2.655

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  3 in total

1.  Smoking, life expectancy, and chronic disease in South Korea, Singapore, and the United States: A microsimulation model.

Authors:  Daejung Kim; Cynthia Chen; Bryan Tysinger; Sungchul Park; Ming Zhe Chong; Lijia Wang; Michelle Zhao; Jian-Min Yuan; Woon-Puay Koh; Joanne Yoong; Jay Bhattacharya; Karen Eggleston
Journal:  Health Econ       Date:  2019-12-04       Impact factor: 2.395

2.  Healthcare utilisation in the last year of life in internal medicine, young-old versus old-old.

Authors:  Vanda Ho; Cynthia Chen; Sara Ho; Benjamin Hooi; Loo Swee Chin; Reshma Aziz Merchant
Journal:  BMC Geriatr       Date:  2020-11-23       Impact factor: 3.921

3.  Projecting future health and service use among older people in Ireland: an overview of a dynamic microsimulation model in The Irish Longitudinal Study on Ageing (TILDA).

Authors:  Peter May; Charles Normand; Soraya Matthews; Rose Anne Kenny; Roman Romero-Ortuno; Bryan Tysinger
Journal:  HRB Open Res       Date:  2022-03-21
  3 in total

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