School of Public Health, Xiamen University, Xiamen, China.
State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China.
J Am Med Dir Assoc. 2021 Oct;22(10):2169-2176.e4. doi: 10.1016/j.jamda.2020.12.041. Epub 2021 Feb 10.
This study aimed to identify the heterogeneous disability trajectories among older Chinese adults and examine the association between disability trajectories and health care service utilization.
Prospective cohort study.
A community-based study including older adults aged ≥65 years from the Chinese Longitudinal Healthy Longevity Survey.
Disability was assessed by the difficulties in activities of daily living and instrumental activities of daily living between 2002 and 2018. Health care utilization was measured by the expenditures on outpatient and inpatient services in 2018. Growth mixture modeling was conducted to estimate heterogeneous disability trajectories. A 2-part model was used to analyze the association of disability trajectories and health care utilization. Covariates were included based on Andersen's behavioral model.
Three classes of disability trajectories were identified: the progressive (7.9%), late-onset (13.7%), and normal classes (78.4%). Older adults who followed the late-onset trajectory of disability were more likely to use inpatient services compared with the normal class (odds ratio = 1.47, P < .010), after controlling potential confounders. Compared with the normal class, the progressive class on average spent US$145.94 more annually (45.2% higher) on outpatient services (P < .010) and $738.99 more annually (72.6% higher) on inpatient services (P < .001); the late-onset class reported higher annual expenditures on outpatient and inpatient services of $215.94 (66.9% higher) and $1405.00 (138.0% higher), respectively (all P < .001).
Heterogeneous disability trajectories exhibited distinct health care service utilization patterns among older Chinese adults. Older adults affected by late-onset disability incurred the highest health care needs. These findings provide valuable policy-relevant evidence for reducing health care burden among older adults.
本研究旨在识别中国老年人群中存在异质残疾轨迹,并探讨残疾轨迹与医疗保健服务利用之间的关联。
前瞻性队列研究。
本研究纳入了来自中国健康长寿纵向研究的≥65 岁的社区老年人。
通过 2002 年至 2018 年期间日常生活活动和工具性日常生活活动的困难程度评估残疾情况。通过 2018 年门诊和住院服务的支出来衡量医疗保健利用情况。采用增长混合模型来估计异质残疾轨迹。采用两部分模型来分析残疾轨迹与医疗保健利用之间的关联。根据安德森行为模型纳入了协变量。
确定了三种残疾轨迹类别:渐进(7.9%)、迟发性(13.7%)和正常轨迹(78.4%)。与正常轨迹组相比,患有迟发性残疾轨迹的老年人更有可能使用住院服务(优势比=1.47,P<0.010),在控制了潜在的混杂因素后。与正常轨迹组相比,进展性轨迹组每年平均在门诊服务上多支出 145.94 美元(高出 45.2%),在住院服务上多支出 738.99 美元(高出 72.6%)(均 P<0.010);迟发性轨迹组报告称,门诊和住院服务的年支出分别高出 215.94 美元(高出 66.9%)和 1405.00 美元(高出 138.0%)(均 P<0.001)。
中国老年人群中存在异质残疾轨迹,其医疗保健服务利用模式也存在明显差异。受迟发性残疾影响的老年人产生了最高的医疗保健需求。这些发现为减轻老年人的医疗保健负担提供了有价值的政策相关证据。