Please use this identifier to cite or link to this item: https://doi.org/10.1371/journal.pone.0232281
Title: Implications of multimorbidity on healthcare utilisation and work productivity by socioeconomic groups: Cross-sectional analyses of Australia and Japan
Authors: Sum, G.
Ishida, M.
Koh, G.C.-H. 
Singh, A.
Oldenburg, B.
Lee, J.T.
Issue Date: 2020
Publisher: Public Library of Science
Citation: Sum, G., Ishida, M., Koh, G.C.-H., Singh, A., Oldenburg, B., Lee, J.T. (2020). Implications of multimorbidity on healthcare utilisation and work productivity by socioeconomic groups: Cross-sectional analyses of Australia and Japan. PLoS ONE 15 (4) : e0232281. ScholarBank@NUS Repository. https://doi.org/10.1371/journal.pone.0232281
Rights: Attribution 4.0 International
Abstract: Background Multimorbidity, the presence of 2 or more non-communicable diseases (NCDs), is a major contributor to inequalities of health in Australia and Japan. We use nationally representative data to examine (i) the relationships between multimorbidity with healthcare utilisation and productivity loss and (ii) whether these relationships differed by socioeconomic groups. Methods Cross-sectional analyses using the Household, Income, and Labour Dynamics in Australia (HILDA) and the Japanese Study of Aging and Retirement (JSTAR) surveys. We examined 6,382 (HILDA) and 3,503 (JSTAR) adults aged ?50 years. We applied multivariable regression, logistic and negative binomial models. Results Prevalence of multimorbidity was overall 38.6% (46.0%, 36.1%, 28.9% amongst those in the lowest, middle and highest education group, respectively) in Australia, and 28.4% (33.9%, 24.6%, 16.6% amongst those in the lowest, middle and highest education group, respectively) in Japan. In Australia and Japan, more NCDs was associated with greater healthcare utilisation. In Australia and Japan, more NCDs was associated with higher mean number of sick leave days amongst the employed and lower odds of being employed despite being in the labour force. The association between multimorbidity and lower retirement age was found in Australia only. Conclusion Having more NCDs pose significant economic burden to the health system and wider society in Australia and Japan. Targeted policies are critical to improve financial protection, especially for lower income groups who are more likely to have multiple NCDs. These individuals incur both high direct and indirect costs, which lead to a greater risk of impoverishment. Copyright: © 2020 Sum et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Source Title: PLoS ONE
URI: https://scholarbank.nus.edu.sg/handle/10635/196173
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0232281
Rights: Attribution 4.0 International
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