Sains Malaysiana 53(11)(2024): 3791-3801
http://doi.org/10.17576/jsm-2024-5311-21
Projection of
Older Population in Malaysia by Physical Disability Status
(Unjuran Penduduk Tua di Malaysia Mengikut Status Ketidakupayaan Fizikal)
MUHAMMAD
AZIZ1, MOHD AZMI HARON1,*,
ZAILAN SIRI1 & NORISZURA ISMAIL2
1Institute of Mathematical Sciences, Faculty
of Science, Universiti Malaya, 50603 Kuala Lumpur,
Malaysia
2School of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia
Received: 28 June
2024/Accepted: 27 September 2024
Abstract
In
Malaysia, the well-being of individuals with disabilities remains a concern.
Addressing the situation of individuals with disabilities and the aging population
is critical for the future of Malaysia. This study utilizes a multistate
approach to assess the transition probability of disability among older adults
in Malaysia. We utilize information from the National Health Morbidity Survey
(NHMS) 2019 to parameterize a functional Markov Model and employ a
cohort-component projection method for projecting the Malaysian population for
2020–2040 by disability status. The probability of becoming disabled increases
with age and is higher for females than males. By 2040, it is anticipated that
Malaysia will have nearly 1.7 million disabled older persons experiencing at
least two of the six physical limitations delineated in the National Health
Morbidity Survey 2019. With advancing age, there is a progressive increase in
the likelihood of experiencing disability. The projected 13% of Malaysians aged
65 and above by 2040 emphasizes the necessity for enhanced eldercare social
security.
Keywords:
Disability; long-term care; Malaysian older adults; NHMS 2019; population
projection
Abstrak
Di
Malaysia, kesejahteraan orang kurang upaya (OKU) masih menjadi kebimbangan. Menangani situasi kekurangan upaya dan populasi warga emas adalah kritikal untuk masa depan Malaysia.
Kajian ini menggunakan pendekatan berbilang keadaan untuk menilai kebarangkalian peralihan status kekurangan upaya dalam kalangan warga emas di Malaysia. Maklumat daripada Tinjauan Morbiditi Kesihatan Kebangsaan (NHMS) 2019 digunakan untuk memparameterkan Model Markov fungsi dan kaedah unjuran komponen kohort untuk mengunjurkan populasi Malaysia bagi tempoh 2020-2040 mengikut status kekurangan upaya. Kebarangkalian menjadi OKU meningkat dengan usia dan lebih tinggi bagi wanita berbanding lelaki. Menjelang 2040, Malaysia dijangkakan akan mempunyai hampir 1.7 juta warga emas OKU yang mengalami sekurang-kurangnya dua daripada enam batasan fizikal yang digariskan dalam Tinjauan Morbiditi Kesihatan Kebangsaan 2019. Dengan pertambahan usia, kebarangkalian mengalami kekurangan upaya akan meningkat secara progresif. Unjuran 13% rakyat Malaysia berumur 65 tahun ke atas menjelang 2040 menekankan keperluan untuk jaminan sosial penjagaan warga emas yang lebih baik.
Kata kunci: Jagaan jangka panjang; kekurangan upaya; NHMS 2019; orang tua Malaysia; unjuran populasi
REFERENCES
Albarrán, I., Alonso-González, P.J. & Grané, A. 2020. Long term care insurance pricing in Spanish
population: A functional data approach. The European Journal of Finance 26:
258-276.
Atella, V., Belotti,
F., Kim, D., Goldman, D., Gracner, T., Piano Mortari, A. & Tysinger, B.
2021. The future of the elderly population health status: Filling a knowledge
gap. Health Economics 30: 11-29.
Boggs, D., Kuper,
H., Mactaggart, I., Bright, T., Murthy, G.V.S., Hydara,
A., McCormick, I., Tamblay, N., Alvarez, M.L., Atijosan-Ayodele, O., Yonso, H.,
Foster, A. & Polack, S. 2022. Exploring the use of Washington group
questions to identify people with clinical impairments who need services
including assistive products: Results from five population-based surveys. International
Journal of Environmental Research and Public Health 19(7): 4304.
Bueno, L.P.V. 2013. Brazilian long term care plan: An evaluation based on the Singaporean
model. MSc Thesis, City University London, CASS Business School, London.
Carmona-Torres, J.M., Rodríguez-Borrego,
M.A., Laredo-Aguilera, J.A., López-Soto, P.J., Santacruz-Salas, E. & Cobo-Cuenca, A.I. 2019. Disability for basic and
instrumental activities of daily living in older individuals. PLoS ONE 14(7): e0220157.
Chung, C.F., Pazim,
K.H. & Mansur, K. 2020. Ageing population: Policies and programmes for
older people in Malaysia. Asian Journal of Research in Education and
Social Sciences 2(2): 92-96.
Department of Statistics Malaysia. Abridged
Life Tables Malaysia, 2019-2021. https://www.dosm.gov.my/portal-main/release-content/abridged-life-tables-malaysia-2019-2021
(Accessed on 11 January 2023).
Department of Statistics Malaysia. Abridged
Life Tables Malaysia, 2020-2022.
https://www.dosm.gov.my/portal-main/release-content/abridged-life-tables-2020-2022
(Accessed on 11 January 2023).
Department of Statistics Malaysia. Household
Income Estimates and Incidence of Poverty Malaysia 2020. https://www.dosm.gov.my/portal-main/release-content/household-income-estimates-and-incidence-of-poverty-report-malaysia-2020
(Accessed on 4 February 2023).
Department of Statistics Malaysia. Migration
Survey Report 2020. https://www.dosm.gov.my/portal-main/release-content/migration-survey-report-malaysia-2020 (Accessed on 4 February 2023).
Department of Statistics Malaysia. Population
Quick Info. https://pqi.stats.gov.my/searchBI.php (Accessed on 4 February
2023).
Fong, J.H., Shao, A.W. & Sherris, M.
2015. Multistate actuarial models of functional disability. North
American Actuarial Journal 19(1): 41-59.
Goh, Z.Y., Lai, M.M., Lau, S.H. &
Ahmad, N. 2013. The formal and informal long-term caregiving for the elderly:
The Malaysian experience. Asian Social Science 9(4): 174-184.
Groessl, E.J., Kaplan, R.M., Rejeski,
W.J., Katula, J.A., Glynn, N.W., King, A.C., Anton,
S.D., Walkup, M., Lu, C.J. & Pahor,
M. 2019. Physical activity and performance impact long-term quality of life in
older adults at risk for major mobility disability. American Journal of
Preventive Medicine 56(1): 141-146.
Hamdy, M.S. & Yusuf, M.M. 2018. Review on
public long-term care services for older people in Malaysia. Malaysian
Journal of Science Health & Technology 2: 35-39.
Korwatanasakul, U., Sirivunnabood,
P. & Majoe, A. 2021. Demographic Transition
and Its Impacts on Fiscal Sustainability in East and Southeast Asia. https://www.adb.org/publications/demographic-transition-impacts-fiscal-sustainability-east-southeast-asia
(Accessed on 11 January 2023).
Kwon, H.S., Lee, C.S. & Hur, J.S. 2013. Projecting the cost of long-term care
insurance in Korea. Asia-Pacific Journal of Risk and Insurance 7(1).
https://doi.org/10.1515/2153-3792.1163
Leung, E. 2004. Projecting the needs and
costs of long-term care in Australia. Australian Actuarial Journal 10(2):
343-385.
Li, Z., Shao, A.W. & Sherris, M. 2017.
The impact of systematic trend and uncertainty on mortality and disability in a
multistate latent factor model for transition rates. North American
Actuarial Journal 21(4): 594-610.
Mutalib, Z.A., Ismail, M.F. & Miskiman, N. 2020. Spatial analysis: Ageing population of
multi-ethnic in rural area, Malaysia. Proceedings of the 2020
Asia–Pacific Statistics Week, Bangkok, Thailand.
Ng, R. & Indran,
N. 2021. Societal narratives on caregivers in Asia. International
Journal of Environmental Research and Public Health 18(21): 11241.
Rickayzen, B.D. & Walsh, D.E. 2002. A
multi-state model of disability for the United Kingdom: Implications for future
need for long-term care for the elderly. British Actuarial Journal 8(2):
341-393.
Society of Actuaries Long-Term Care Valuation
Insurance Methods Task Force. 1995. Long-term care valuation insurance methods.
Transactions of the Society of Actuaries 47: 599-773.
Tyng, C.S. & Hamid, T.A.
2015. Population ageing and the Malaysian Chinese: Issues and challenges. Malaysian
Journal of Chinese Studies 4(1): 1-13.
United Nations Department of Economic and
Social Affairs Population Division. 2022. World Population Prospects 2022:
Summary of Results. New York: United Nations.
Vaish, K., Patra, S. & Chhabra, P. 2020.
Functional disability among elderly: A community-based cross-sectional
study. Journal of Family Medicine and Primary Care 9(1):
253-258.
Vaughn, C.B., Jakimovski,
D., Kavak, K.S., Ramanathan, M., Benedict, R.H., Zivadinov, R. & Weinstock-Guttman, B. 2019.
Epidemiology and treatment of multiple sclerosis in elderly populations. Nature
Reviews Neurology 15(6): 329-342.
WHO. 2001. International Classification
of Functioning, Disability, and Health (ICF). Geneva: World Health
Organization.
Xu, X. & Chen, L. 2019. Projection of
long-term care costs in China, 2020-2050: Based on the Bayesian quantile
regression method. Sustainability 11(13): 3530.
Yusuf, M.M., Ruslan, N.A., Hamdy, M.S. & Basah, M.Y.A.
2018. Measuring the awareness on financing long term care cost among public and
private sector employees in Malaysia. The Journal of Social Sciences
Research Special Issue 6: 1252-1256.
*Corresponding author; email:
azmiharon@um.edu.my