期刊
FAMILIES SYSTEMS & HEALTH
卷 39, 期 1, 页码 77-88出版社
EDUCATIONAL PUBLISHING FOUNDATION-AMERICAN PSYCHOLOGICAL ASSOC
DOI: 10.1037/fsh0000584
关键词
electronic health records; integrated care; team-based care; behavioral health providers; natural language processing (NLP)
资金
- U.S. Department of Health and Human Services
- Health Resources and Services Administration Funding Source: Medline
This study aimed to identify behavioral health and social care components in integrated care using EHR documentation and develop a lexicon for future research. Challenges included inconsistencies in identifying interventions from EHR notes, but the study found that EHR was crucial for team collaboration and information sharing.
Introduction: Integrated health care is utilized in primary care clinics to meet patients' physical, behavioral, and social needs. Current methods to collect and evaluate the effectiveness of integrated care require refinement. Using informatics and electronic health records (EHR) to distill large amounts of clinical data may help researchers measure the impact of integrated care more efficiently. This exploratory pilot study aimed to (a) determine the feasibility of using EHR documentation to identify behavioral health and social care components of integrated care, using social work as a use case, and (b) develop a lexicon to inform future research using natural language processing. Method: Study steps included development of a preliminary lexicon of behavioral health and social care interventions to address basic needs, creation of an abstraction guide, identification of appropriate EHR notes, manual chart abstraction, revision of the lexicon, and synthesis of findings. Results: Notes (N = 647) were analyzed from a random sample of 60 patients. Notes documented behavioral health and social care components of care but were difficult to identify due to inconsistencies in note location and titling. Although the interventions were not described in detail, the outcomes of screening, referral, and brief treatment were included. The integrated care team frequently used EHR to share information and communicate. Discussion: Opportunities and challenges to using EHR data were identified and need to be addressed to better understand the behavioral health and social care interventions in integrated care. To best leverage EHR data, future research must determine how to document and extract pertinent information about integrated team-based interventions.
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