期刊
JOURNAL OF POPULATION RESEARCH
卷 40, 期 4, 页码 -出版社
SPRINGER
DOI: 10.1007/s12546-023-09320-z
关键词
Ageing population; Aged care; Expected length of stay; Hazard function
类别
This study examines the changing patterns of length of stay (LOS) at Australian residential aged care facilities and predicts the trends up to 2040. The estimated LOS is found to be influenced by factors such as age, marital status, and sex. The results indicate a declining trend in the estimated LOS, which is projected to continue until 2040.
This study explores the changing patterns of the length of stay (LOS) at Australian residential aged care facilities during 2008-2018 and likely trends up to 2040. The expected LOS was estimated via the hazard function of exiting from such a facility and its heterogeneity by residents' sociodemographic characteristics using an improved Cox regression model. Data were sourced from the Australian Institute of Health and Welfare. In-sample modelling results reveal that the estimated LOS differed by age (in general, shorter for older groups), marital status (longer for the widowed) and sex (longer for females). In addition, the estimated LOS increased slowly from 2008-2009 to 2016-2017 but declined steadily thereafter. Out-of-sample predictions suggest that the declining trend of the estimated LOS will continue until 2040 and that the longest LOS (approximately 37 months) will be observed among widowed females aged 50-79 years. Relative uncertainty measures are provided. The results portray the current changing landscape and the future trend of residential aged care use in Australia, which can inform the development of optimised residential aged care policies to support ageing Australians more effectively.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据