In group homes, the conventional paper-based medication records are replaced by an electronic system . It helps caregivers to precisely record and oversee the administration of medications, improving resident safety and guaranteeing adherence to medical rules. Group homes EMAR may decrease errors, expedite medication procedures, and enhance the standard of care .