Open access
Sep 2026
Joint trajectories of health behaviors and their associations with healthcare utilization and expenditure
Objectives This study identified sex-specific trajectories of key health behaviors among middle-aged and older adults and examined their longitudinal associations with healthcare utilization and expenditure. Methods We analyzed 167,343 Korean adults aged 40–79 years from 2002 to 2019 using the National Health Insurance...
Jeong Min Yang, Jang Mook Kim, T. Jang et al.
· International Journal of Pub... · 0 citations