医学
老年学
医疗保健
联想(心理学)
经济增长
认识论
哲学
经济
作者
Haiyu Jin,Xiaoting Liu,Qian‐Li Xue,Shu Chen,Chenkai Wu
标识
DOI:10.1016/j.jamda.2020.03.008
摘要
The purpose of this study was to examine whether frailty could explain variability in healthcare expenditure beyond multimorbidity and disability among Chinese older adults.Cross-sectional.Participants were 5300 community-dwelling adults age at least 60 years from the China Health and Retirement Longitudinal Study.Frailty was identified by the physical frailty phenotype approach that has been created and validated among Chinese older adults. Five criteria were used: slowness, weakness, exhaustion, inactivity, and shrinking. Persons were classified as "nonfrail" (0 criteria), "prefrail" (1‒2 criteria), or "frail" (3‒5 criteria). Healthcare expenditure was measured based on participants' self-report and was classified into 3 types: outpatient expenditure, inpatient expenditure, and self-treatment expenditure. The association of frailty and healthcare expenditure was analyzed using a 2-part regression model to account for excessive zero expenditures.Frailty was associated with higher odds of incurring outpatient, inpatient, and self-treatment expenditure. Among persons with non-zero expenditure, prefrail and frail persons, on average, had US $30.62 [95% confidence interval (CI) 8.41, 52.82] and US $60.60 (95% CI 5.84, 115.36) higher outpatient expenditure than the nonfrail, adjusting for sociodemographics, multimorbidity, and disability. After adjustment for all covariates, prefrail persons, on average, had US $3.34 (95% CI 0.54, 6.13) higher self-treatment expenditure than the nonfrail.Frailty is an independent predictor of higher healthcare expenditure among older adults. These findings suggest that timely screening and recognition of frailty are important to reduce healthcare expenditure among older adults.
科研通智能强力驱动
Strongly Powered by AbleSci AI