Clinical Information System Impact on Hospitalized Patients With Chronic Disease

The design of the protocol is a multiple-baseline interrupted time series (ITS) analysis to assess effects of the CIS on patient outcomes with five pre-specified NCDs (diabetes mellitus, coronary artery disease, heart failure, chronic kidney disease, and chronic lung disease) before versus after implementation at each cluster of sites, accounting for pre-existing trends in outcomes and correlation between different time points and sites. The primary outcome will be unplanned hospital readmission and death within 30 days of discharge. Secondary outcomes will include readmission and death as individual outcomes, length of hospital stay, processes of care, and measures of patient experience with care transitions. The study uses retrospective administrative, clinical, and patient experience data collected between 2019 and 2024, covering periods before and after clinical information system implementation at each site. All observations will be recorded prior to study initiation and will be analyzed retrospectively within a multiple baseline interrupted time series framework.