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 |
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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. |
doi_str_mv | 10.1037/fsh0000584 |
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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.</description><identifier>ISSN: 1091-7527</identifier><identifier>ISBN: 1433894602</identifier><identifier>ISBN: 9781433894602</identifier><identifier>EISSN: 1939-0602</identifier><identifier>DOI: 10.1037/fsh0000584</identifier><identifier>PMID: 34014732</identifier><language>eng</language><publisher>United States: Educational Publishing Foundation</publisher><subject>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</subject><ispartof>Families systems & health, 2021-03, Vol.39 (1), p.77-88</ispartof><rights>2021 American Psychological Association</rights><rights>COPYRIGHT 2021 American Psychological Association, Inc.</rights><rights>2021, American Psychological Association</rights><rights>Copyright American Psychological Association Mar 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a724t-23adbabee2497c97c7d85fb0fbf32c0c72b81c8d069bff8a7d1058cb3b8c239d3</citedby><orcidid>0000-0003-3146-496X ; 0000-0002-2693-638X ; 0000-0003-4436-4407 ; 0000-0003-0984-7577</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34014732$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Bennett, Ian M</contributor><contributor>Sunderji, Nadiya</contributor><contributor>Polaha, Jodi</contributor><contributor>Corso, Kent A</contributor><contributor>Smith, Justin D</contributor><creatorcontrib>Zerden, Lisa de Saxe</creatorcontrib><creatorcontrib>Lombardi, Brianna M.</creatorcontrib><creatorcontrib>Richman, Erica L.</creatorcontrib><creatorcontrib>Fraher, Erin P.</creatorcontrib><creatorcontrib>Shoenbill, Kimberly Ann</creatorcontrib><title>Harnessing the Electronic Health Record to Advance Integrated Care</title><title>Families systems & health</title><addtitle>Fam Syst Health</addtitle><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.</description><subject>Abstraction</subject><subject>Analysis</subject><subject>Behavioral health care</subject><subject>Behavioral medicine</subject><subject>Behavioral psychology</subject><subject>Behavioural medicine</subject><subject>Client Records</subject><subject>Computational linguistics</subject><subject>Data Analysis</subject><subject>Delivery of Health Care, Integrated - methods</subject><subject>Delivery of Health Care, Integrated - statistics & numerical data</subject><subject>Electronic Health Records</subject><subject>Electronic Health Records - instrumentation</subject><subject>Electronic Health Records - statistics & numerical data</subject><subject>Electronic records</subject><subject>Female</subject><subject>Health care</subject><subject>Health care industry</subject><subject>Health Care Psychology</subject><subject>Human</subject><subject>Humans</subject><subject>Integrated Services</subject><subject>Intervention</subject><subject>Language processing</subject><subject>Male</subject><subject>Management</subject><subject>Medical records</subject><subject>Natural language interfaces</subject><subject>Natural Language Processing</subject><subject>Primary care</subject><subject>Southeastern United States</subject><subject>Technology application</subject><subject>Work Teams</subject><issn>1091-7527</issn><issn>1939-0602</issn><isbn>1433894602</isbn><isbn>9781433894602</isbn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>N95</sourceid><recordid>eNqN01tv0zAUAOCIi9gFXvgBKBISAkSGL2lsP3bVWCtVTOLybDnOSZrJtYvtoO3f466FUtRNJJGiJN85OZbPybKXGJ1hRNnHNixQOka8fJQdY0FFgSpEHmcnuKSUizI9PEkfkMAFGxF2lJ2EcJ0CSk6rZ9kRLREuGSXH2flUeQsh9LbL4wLyCwM6emd7nU9BmbjIv4B2vsmjy8fNT2U15DMbofMqQpNPlIfn2dNWmQAvtvfT7Puni2-TaTG_upxNxvNCMVLGglDV1KoGIKVgOl2s4aO2Rm3dUqKRZqTmWPMGVaJuW65Yg9P6dE1rrgkVDT3N3m7yrrz7MUCIctkHDcYoC24IkowoJkQgwRJ9_Q-9doO3qbqkSoaqinDxsCKCciR4tVOdMiB727rolV7_Wo6rilWYsJIkVRxQHVjwyjgLbZ9e7_mzAz6dDSx7fTDgzV5AMhFuYqeGEOQ-fHc_nH39_N-WX84fWuHWamcMdCDTVk-u7i94cddMwZkh9s6GffjhL1gPqRfvGjL03SKGTS17_P2Ga-9C8NDKle-Xyt9KjOR6OORuOBJ-td3ioV5C84f-HoBdNrVSchVutfKx1waCHrwHG9fJJBUSS8boL-WIDek</recordid><startdate>20210301</startdate><enddate>20210301</enddate><creator>Zerden, Lisa de Saxe</creator><creator>Lombardi, Brianna M.</creator><creator>Richman, Erica L.</creator><creator>Fraher, Erin P.</creator><creator>Shoenbill, Kimberly Ann</creator><general>Educational Publishing Foundation</general><general>American Psychological Association, Inc</general><general>American Psychological Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>N95</scope><scope>8GL</scope><scope>ISN</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-3146-496X</orcidid><orcidid>https://orcid.org/0000-0002-2693-638X</orcidid><orcidid>https://orcid.org/0000-0003-4436-4407</orcidid><orcidid>https://orcid.org/0000-0003-0984-7577</orcidid></search><sort><creationdate>20210301</creationdate><title>Harnessing the Electronic Health Record to Advance Integrated Care</title><author>Zerden, Lisa de Saxe ; Lombardi, Brianna M. ; Richman, Erica L. ; Fraher, Erin P. ; Shoenbill, Kimberly Ann</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a724t-23adbabee2497c97c7d85fb0fbf32c0c72b81c8d069bff8a7d1058cb3b8c239d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Abstraction</topic><topic>Analysis</topic><topic>Behavioral health care</topic><topic>Behavioral medicine</topic><topic>Behavioral psychology</topic><topic>Behavioural medicine</topic><topic>Client Records</topic><topic>Computational linguistics</topic><topic>Data Analysis</topic><topic>Delivery of Health Care, Integrated - methods</topic><topic>Delivery of Health Care, Integrated - statistics & numerical data</topic><topic>Electronic Health Records</topic><topic>Electronic Health Records - instrumentation</topic><topic>Electronic Health Records - statistics & numerical data</topic><topic>Electronic records</topic><topic>Female</topic><topic>Health care</topic><topic>Health care industry</topic><topic>Health Care Psychology</topic><topic>Human</topic><topic>Humans</topic><topic>Integrated Services</topic><topic>Intervention</topic><topic>Language processing</topic><topic>Male</topic><topic>Management</topic><topic>Medical records</topic><topic>Natural language interfaces</topic><topic>Natural Language Processing</topic><topic>Primary care</topic><topic>Southeastern United States</topic><topic>Technology application</topic><topic>Work Teams</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zerden, Lisa de Saxe</creatorcontrib><creatorcontrib>Lombardi, Brianna M.</creatorcontrib><creatorcontrib>Richman, Erica L.</creatorcontrib><creatorcontrib>Fraher, Erin P.</creatorcontrib><creatorcontrib>Shoenbill, Kimberly Ann</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale Business: Insights</collection><collection>Gale In Context: High School</collection><collection>Gale In Context: Canada</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Families systems & health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zerden, Lisa de Saxe</au><au>Lombardi, Brianna M.</au><au>Richman, Erica L.</au><au>Fraher, Erin P.</au><au>Shoenbill, Kimberly Ann</au><au>Bennett, Ian M</au><au>Sunderji, Nadiya</au><au>Polaha, Jodi</au><au>Corso, Kent A</au><au>Smith, Justin D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Harnessing the Electronic Health Record to Advance Integrated Care</atitle><jtitle>Families systems & health</jtitle><addtitle>Fam Syst Health</addtitle><date>2021-03-01</date><risdate>2021</risdate><volume>39</volume><issue>1</issue><spage>77</spage><epage>88</epage><pages>77-88</pages><issn>1091-7527</issn><eissn>1939-0602</eissn><isbn>1433894602</isbn><isbn>9781433894602</isbn><abstract>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.</abstract><cop>United States</cop><pub>Educational Publishing Foundation</pub><pmid>34014732</pmid><doi>10.1037/fsh0000584</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-3146-496X</orcidid><orcidid>https://orcid.org/0000-0002-2693-638X</orcidid><orcidid>https://orcid.org/0000-0003-4436-4407</orcidid><orcidid>https://orcid.org/0000-0003-0984-7577</orcidid><oa>free_for_read</oa></addata></record> |
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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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