Harnessing the Electronic Health Record to Advance Integrated Care

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 la...

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Veröffentlicht in:Families systems & health 2021-03, Vol.39 (1), p.77-88
Hauptverfasser: Zerden, Lisa de Saxe, Lombardi, Brianna M., Richman, Erica L., Fraher, Erin P., Shoenbill, Kimberly Ann
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container_end_page 88
container_issue 1
container_start_page 77
container_title Families systems & health
container_volume 39
creator Zerden, Lisa de Saxe
Lombardi, Brianna M.
Richman, Erica L.
Fraher, Erin P.
Shoenbill, Kimberly Ann
description 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. Public Significance StatementThis paper assesses the feasibility of EHR (electronic health record) documentation to better understand aspects of integrated care that address behavioral health and social needs. More information on these aspects of care can help health systems identify, track, and evaluate the delivery of integrated care and how it may be improved to meet an individual's whole-health needs.
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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. Public Significance StatementThis paper assesses the feasibility of EHR (electronic health record) documentation to better understand aspects of integrated care that address behavioral health and social needs. 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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. Public Significance StatementThis paper assesses the feasibility of EHR (electronic health record) documentation to better understand aspects of integrated care that address behavioral health and social needs. 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subjects Abstraction
Analysis
Behavioral health care
Behavioral medicine
Behavioral psychology
Behavioural medicine
Client Records
Computational linguistics
Data Analysis
Delivery of Health Care, Integrated - methods
Delivery of Health Care, Integrated - statistics & numerical data
Electronic Health Records
Electronic Health Records - instrumentation
Electronic Health Records - statistics & numerical data
Electronic records
Female
Health care
Health care industry
Health Care Psychology
Human
Humans
Integrated Services
Intervention
Language processing
Male
Management
Medical records
Natural language interfaces
Natural Language Processing
Primary care
Southeastern United States
Technology application
Work Teams
title Harnessing the Electronic Health Record to Advance Integrated Care
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