Age-specific Multimorbidity Patterns and Burden on All-Cause Mortality and Public Direct Medical Expenditure:A Retrospective Cohort Study

Abstract

Objective To evaluate age-specific multimorbidity patterns and morbidity burden on mortality and healthcare expenditure across age groups. Patients and Methods Retrospective observational study between January 1, 2009 to December 31, 2017 using electronic health records in Hong Kong: Individuals were stratified by age (< 50, 50–64, 65–79, ≥ 80), and sub-classified by number of morbidities (0, 1, 2, 3, ≥ 4) out of 21 common chronic conditions. Clustering analyses were conducted to identify specific patterns of multimorbidity. Association between the number as well as combinations of morbidities and all-cause mortality and public expenditure was examined. Results 4,562,832 individuals with a median follow-up of 7 years were included. Mental disorders were the top morbidities among young individuals, while cardiovascular diseases were prevalent in the elderly. An increased number of morbidities was associated with a greater relative risk for mortality and medical expenditure, and this relationship was stronger among younger patients. Compared to individuals in the same age group without morbidity, the hazard ratios (HR; 95% CI) of all-cause mortality in patients aged < 50 and ≥ 80 with two comorbidities 3.81 (3.60–4.03) and 1.38 (1.36–1.40), respectively, which increased to 14.22 (9.87–20.47) and 2.20 (2.13–2.26), respectively, as the number of morbidities increased to ≥ 4. The stroke-hypertension cluster was shown to be associated with the highest HR of mortality 2.48 (2.43–2.53) among all identified clusters arising from the clustering analysis. Conclusion Given the stronger association between multimorbidity and all-cause mortality and greater opportunity costs in younger populations, prevention and management of early-onset multimorbidity are warranted. (248 words)

Publication DOI: https://doi.org/10.1007/s44197-024-00256-y
Divisions: College of Health & Life Sciences > Aston Pharmacy School
College of Health & Life Sciences
Funding Information: This study is supported by the start-up fund from the University of Hong Kong. No funding organization has any role in the design and conduct of the study, collection, management, analysis, interpretation of the data, or preparation of the manuscript.
Additional Information: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made.
Uncontrolled Keywords: Observational study,Healthcare expenditure,Multimorbidity,All-cause mortality
Publication ISSN: 2210-6014
Data Access Statement: The datasets used and/or analysed during the current study are not available as the data custodians (the Hospital Authority of Hong Kong SAR) have not given permission for sharing due to patient confidentiality and privacy concerns. Local academic institutions, government departments, or non-governmental organizations may apply for the access to data through the Hospital Authority’s data sharing portal (https://www3.ha.org.hk/data)
Last Modified: 05 Jul 2024 16:45
Date Deposited: 27 Jun 2024 13:50
Full Text Link:
Related URLs: https://link.sp ... 197-024-00256-y (Publisher URL)
http://www.scop ... tnerID=8YFLogxK (Scopus URL)
PURE Output Type: Article
Published Date: 2024-06-13
Published Online Date: 2024-06-13
Accepted Date: 2024-05-30
Authors: Hong, Sabrina Nan
Lai, Francisco Tsz Tsun
Wang, Boyuan
Choi, Edmond Pui Hang
Wong, Ian Chi Kei
Lam, Cindy Lo Kuen
Wan, Eric Yuk Fai

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