The objective of this study was to investigate the impact of patient portal adoption on patients' primary care utilization and appointment adherence. We conducted a retrospective observational study using a panel difference-in-differences (DID) framework to investigate the use of primary care services by patients, adjusting for their disease burden and allowing for time-dependent portal effect..