Healthcare utilization and expenditures among adults with type 2 diabetes mellitus and comorbid psychological distress
Abstract
Background Depressive symptoms and diabetes distress are associated with adverse outcomes in adults with type 2 diabetes mellitus (T2DM). However, no prior studies evaluated the association between healthcare expenditures, utilization, and psychological health in adults with T2DM in rural areas of China. The aim of this study was to explore the association between psychological health—specifically depressive symptoms and diabetes distress—and healthcare utilization and expenditures in this population. Methods This cross-sectional study was conducted in 15 rural health clinics in Jiangsu Province, China, and involved 843 adults with T2DM. Psychological health was assessed using the 17-item Diabetes Distress Scale (DDS-17) and the 10-item Center for Epidemiologic Studies Depression Scale (CESD-10). Healthcare utilization and expenditures were evaluated with negative binomial, logistic, and ordinary least squares (OLS) regression models. Results Of 843 participants, a total of 32.62% of the sample were comorbid with distress, depression, or both. Each 1-point increase in diabetes distress score was associated with a 44% increase in the expected number of annual outpatient visits (IRR = 1.44, P
Fields of Study & Subjects
Diabetes Management and Education
Chronic Disease Management Strategies
Healthcare Systems and Reforms
Publication details
- Journal / source
- Frontiers in Endocrinology
- Publisher
- Frontiers Media SA
- Volume
- 17
- Pages
- 1702996–1702996
- Publication date
- 29 January 2026
- Language
- EN