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PMID: 25567824 Published · ppublish English Journal Article Research Support, U.S. Gov't, P.H.S.

Monitoring suicidal patients in primary care using electronic health records.

Journal of the American Board of Family Medicine : JABFM ·Vol. 28 ·No. 1 ·2015-00-00 ·Pages 65-71

Anderson HD, Pace WD, Brandt E, Nielsen RD, Allen RR, Libby AM, West DR, Valuck RJ

Abstract

Patients at risk for suicide often come into contact with primary care providers, many of whom use electronic health records (EHRs) for charting. It is not known, however, how often suicide ideation or attempts are documented in EHRs. We used retrospective analyses of de-identified EHR data from a distributed health network of primary care organizations to estimate the frequency of using diagnostic codes to record suicidal ideation and attempts. Data came from 3 sources: a clinician notes field processed using natural language processing; a suicidal ideation item on a patient-reported depression severity instrument (9-item Patient Health Questionnaire [PHQ-9]); and diagnostic codes from the EHR. Only 3% of patients with an indication of suicidal ideation in the notes field had a corresponding International Classification of Diseases, 9th Revision (ICD-9), code (κ = 0.036). Agreement between an indication of suicidal ideation from item 9 of the PHQ-9 and an ICD-9 code was slightly higher (κ = 0.068). Suicide attempt indicated in the notes field was more likely to be recorded using an ICD-9 code (19%; κ = 0.18). Few cases of suicidal ideation and attempt were documented in patients' EHRs using diagnostic codes. Increased documentation of suicidal ideation and behaviors in patients' EHRs may improve their monitoring in the health care system.

Keywords
Attempted Electronic Health Records Natural Language Processing Suicidal Ideation Suicide
MeSH Terms
Adolescent Adult Aged Aged, 80 and over Electronic Health Records/statistics & numerical data Female Humans International Classification of Diseases/statistics & numerical data Male Middle Aged Retrospective Studies Suicidal Ideation Young Adult
Authors & Affiliations
8 authors, click to expand affiliations / ORCID
Anderson Heather D
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA). [email protected].
Pace Wilson D
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Brandt Elias
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Nielsen Rodney D
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Allen Richard R
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Libby Anne M
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
West David R
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Valuck Robert J
From the Department of Clinical Pharmacy, University of Colorado, Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora (HDA, AML, RJV); the Department of Family Medicine, University of Colorado School of Medicine, Aurora (HDA, WDP, AML, DRW, RJV); the Department of Epidemiology, University of Colorado School of Public Health, Aurora (HDA, RJV); the American Academy of Family Physicians, Leawood, KS (WDP, EB); the Institute of Cognitive Science, University of Colorado, Boulder (RDN); the Department of Computer Science, University of Colorado, Boulder (RDN); and Peak Statistical Services, Evergreen, CO (RRA).
Article Info
Journal
Journal of the American Board of Family Medicine : JABFM
Abbr.
J Am Board Fam Med
ISSN
1558-7118
Published
2015-00-00
Pages
65-71
Language
English
Region
United States
NLM ID
101256526
Subset
IM
Grants
PHS HHS · HHSA290200500371 · United States
AHRQ HHS · K12HS019464 · United States
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