1 The University of Queensland, Brisbane, Australia.
2 University of Lausanne, Switzerland.
J Aging Health. 2019 Aug;31(7):1315-1336. doi: 10.1177/0898264318776071. Epub 2018 May 29.
This study investigated the variability in activities of daily living (ADL) trajectories among 6,155 nursing home residents using unique and rich observational data. The impairment in ADL performance was considered as a dynamic process in a multi-state framework. Using an innovative mixture model, such states were not defined a priori but inferred from the data. The process of change in functional health differed among residents. We identified four latent regimes: stability or slight deterioration, relevant change, variability, and recovery. Impaired body functions and poor physical performance were main risk factors associated with degradation in functional health. The evolution of disability in later life is not completely gradual or homogeneous. Steep deterioration in functional health can be followed by periods of stability or even recovery. The current condition can be used to successfully predict the evolution of ADL allowing to set and target different care priorities and practices.
本研究使用独特而丰富的观察数据,调查了 6155 名养老院居民日常生活活动(ADL)轨迹的变异性。ADL 表现的损伤被认为是多状态框架中的一个动态过程。使用创新的混合模型,这些状态不是预先定义的,而是从数据中推断出来的。居民之间的功能健康变化过程不同。我们确定了四个潜在的规律:稳定或轻微恶化、相关变化、可变性和恢复。身体功能受损和身体机能较差是与功能健康恶化相关的主要风险因素。晚年残疾的演变并非完全渐进或同质的。功能健康的急剧恶化之后可能会有稳定甚至恢复的时期。当前的状况可以成功地预测 ADL 的演变,从而设定和针对不同的护理重点和实践。