Longitudinal Association of Physical-Psychological-Cognitive Multimorbidity With Health Care Utilization and Costs Among Middle-Aged and Older People in China
Abstract
Despite its prevalence, the health care burden of co-occurring physical, psychological, and cognitive (PPC) disorders remains unclear. This study examines impact of different PPC-multimorbidity patterns on health care utilization and costs among 12 643 middle-aged and older Chinese adults using longitudinal data (China Health and Retirement Longitudinal Study 2011-2020). We measured outpatient/inpatient utilization (any visit/number of visits) and out-of-pocket (OOP) costs via self-reports. Binary, count, and censored outcomes were analyzed using mixed-effects logistic, negative binomial, and Tobit regressions, respectively. Results showed that PPC-multimorbidity significantly increased outpatient/inpatient utilization and OOP costs (OR outpatient visit = 1.43, IRR outpatient visit number = 1.41, OR inpatient visit = 1.73, IRR inpatient visit number = 1.53, IRR hospitalization days = 1.71, β outpatient costs = 24.96, β inpatient costs = 353.02; P < .001). Increasing coexisting PPC types progressively amplified health care burden (dose-response P -trend < .001). Pattern-specific analyses demonstrated heterogeneous impacts, with nearly all PPC-multimorbidity combinations elevating health care demands. In conclusion, PPC-multimorbidity imposes a substantial health care burden. These findings advance multimorbidity conceptualization beyond simple disease counts, emphasizing the need to address distinct multimorbidity patterns and their complex interactions.
Fields of Study & Subjects
Chronic Disease Management Strategies
Primary Care and Health Outcomes
Machine Learning in Healthcare
Publication details
- Journal / source
- Asia Pacific Journal of Public Health
- Publisher
- SAGE Publications
- Volume
- 38
- Issue
- 6-7
- Pages
- 10105395261458501–10105395261458501
- Publication date
- 22 June 2026
- Language
- EN