EHR Smart Phrases Used as Enrollment Mechanism in Diabetes Self-Management Support Programs: Preliminary Outcomes.

Abstract: Diabetes in the United States is increasing rapidly. Innovative strategies are needed for diabetes prevention and self-management. This study assessed the usability, acceptability, and awareness of an electronic health record (EHR) tool for referring patients to a community-based diabetes self-management support program. Mixed-methods approaches were used, using EHR data and key informant interviews to assess the implementation of this quality improvement (QI) process intervention. The implementation of a smart phrase tool within the EHR led to a substantial increase in referrals (773) to the Health Extension for Diabetes (HED) program. Clinical health care professionals have actively used the referral mechanism; they reported using smart phrases to increase efficiency in patient care. Lack of training and program awareness was identified as a barrier to adoption. Awareness of the HED program and .HEDREF smart phrase was limited, but improved with targeted QI and training interventions. The .HEDREF smart phrase demonstrated effectiveness in increasing patient referrals to the HED program, highlighting the potential of EHR tools to streamline documentation and promote patient engagement in diabetes self-management. Future research should focus on broader health care contexts, patient perspectives, and integration of technology for optimal patient outcomes.