Literature DB >> 31745856

Social Determinants and Military Veterans' Suicide Ideation and Attempt: a Cross-sectional Analysis of Electronic Health Record Data.

John R Blosnich1,2, Ann Elizabeth Montgomery3,4,5, Melissa E Dichter6,7, Adam J Gordon8,9, Dio Kavalieratos10,11, Laura Taylor12, Bryan Ketterer13, Robert M Bossarte13,14,15.   

Abstract

BACKGROUND: Health care systems struggle to identify risk factors for suicide. Adverse social determinants of health (SDH) are strong predictors of suicide risk, but most electronic health records (EHR) do not include SDH data.
OBJECTIVE: To determine the prevalence of SDH documentation in the EHR and how SDH are associated with suicide ideation and attempt.
DESIGN: This cross-sectional analysis included EHR data spanning October 1, 2015-September 30, 2016, from the Veterans Integrated Service Network Region 4. PARTICIPANTS: The study included all patients with at least one inpatient or outpatient visit (n = 293,872). MAIN MEASUREMENTS: Adverse SDH, operationalized using Veterans Health Administration (VHA) coding for services and International Statistical Classification of Diseases and Related Health Problems (ICD)-10 codes, encompassed seven types (violence, housing instability, financial/employment problems, legal problems, familial/social problems, lack of access to care/transportation, and nonspecific psychosocial needs). We defined suicide morbidity by ICD-10 codes and data from the VHA's Suicide Prevention Applications Network. Logistic regression assessed associations of SDH with suicide morbidity, adjusting for socio-demographics and mental health diagnoses (e.g., major depression). Statistical significance was assessed with p < .01. KEY
RESULTS: Overall, 16.4% of patients had at least one adverse SDH indicator. Adverse SDH exhibited dose-response-like associations with suicidal ideation and suicide attempt: each additional adverse SDH increased odds of suicidal ideation by 67% (AOR = 1.67, 99%CI = 1.60-1.75; p < .01) and suicide attempt by 49% (AOR = 1.49, 99%CI = 1.33-1.68; p < .01). Independently, each adverse SDH had strong effect sizes, ranging from 1.86 (99%CI = 1.58-2.19; p < .01) for legal issues to 3.10 (99%CI = 2.74-3.50; p < .01) for non-specific psychosocial needs in models assessing suicidal ideation and from 1.58 (99%CI = 1.10-2.27; p < .01) for employment/financial problems to 2.90 (99%CI = 2.30-4.16; p < .01) for violence in models assessing suicide attempt.
CONCLUSIONS: SDH were strongly associated with suicidal ideation and suicide attempt even after adjusting for mental health diagnoses. Integration of SDH data in EHR could improve suicide prevention.

Entities:  

Keywords:  Veterans; attempted; electronic health records; social determinants of health; suicidal ideation; suicide

Mesh:

Year:  2020        PMID: 31745856      PMCID: PMC7280399          DOI: 10.1007/s11606-019-05447-z

Source DB:  PubMed          Journal:  J Gen Intern Med        ISSN: 0884-8734            Impact factor:   5.128


  27 in total

Review 1.  The social determinants of health: coming of age.

Authors:  Paula Braveman; Susan Egerter; David R Williams
Journal:  Annu Rev Public Health       Date:  2011       Impact factor: 21.981

2.  The Feasibility of Using Large-Scale Text Mining to Detect Adverse Childhood Experiences in a VA-Treated Population.

Authors:  Kenric W Hammond; Alon Y Ben-Ari; Ryan J Laundry; Edward J Boyko; Matthew H Samore
Journal:  J Trauma Stress       Date:  2015-11-18

Review 3.  Suicide and suicidal behavior.

Authors:  Matthew K Nock; Guilherme Borges; Evelyn J Bromet; Christine B Cha; Ronald C Kessler; Sing Lee
Journal:  Epidemiol Rev       Date:  2008-07-24       Impact factor: 6.222

4.  Prevalence of gender identity disorder and suicide risk among transgender veterans utilizing veterans health administration care.

Authors:  John R Blosnich; George R Brown; Jillian C Shipherd Phd; Michael Kauth; Rebecca I Piegari; Robert M Bossarte
Journal:  Am J Public Health       Date:  2013-08-15       Impact factor: 9.308

5.  Antidepressant Use Among Persons Aged 12 and Over:United States,2011-2014.

Authors:  Laura A Pratt; Debra J Brody; Qiuping Gu
Journal:  NCHS Data Brief       Date:  2017-08

6.  Validating smoking data from the Veteran's Affairs Health Factors dataset, an electronic data source.

Authors:  Kathleen A McGinnis; Cynthia A Brandt; Melissa Skanderson; Amy C Justice; Shahida Shahrir; Adeel A Butt; Sheldon T Brown; Matthew S Freiberg; Cynthia L Gibert; Matthew Bidwell Goetz; Joon Woo Kim; Margaret A Pisani; David Rimland; Maria C Rodriguez-Barradas; Jason J Sico; Hilary A Tindle; Kristina Crothers
Journal:  Nicotine Tob Res       Date:  2011-09-12       Impact factor: 4.244

7.  Impact of Social Determinants of Health on Medical Conditions Among Transgender Veterans.

Authors:  John R Blosnich; Mary C Marsiglio; Melissa E Dichter; Shasha Gao; Adam J Gordon; Jillian C Shipherd; Michael R Kauth; George R Brown; Michael J Fine
Journal:  Am J Prev Med       Date:  2017-02-01       Impact factor: 5.043

8.  Posttraumatic stress disorder and employment in veterans participating in Veterans Health Administration Compensated Work Therapy.

Authors:  Sandra G Resnick; Robert A Rosenheck
Journal:  J Rehabil Res Dev       Date:  2008

9.  The Veterans Health Administration and military sexual trauma.

Authors:  Rachel Kimerling; Kristian Gima; Mark W Smith; Amy Street; Susan Frayne
Journal:  Am J Public Health       Date:  2007-10-30       Impact factor: 9.308

10.  The increasing disparity in mortality between socioeconomic groups in the United States, 1960 and 1986.

Authors:  G Pappas; S Queen; W Hadden; G Fisher
Journal:  N Engl J Med       Date:  1993-07-08       Impact factor: 91.245

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Authors:  Madeline C Frost; Julie E Richards; John R Blosnich; Eric J Hawkins; Judith I Tsui; E Jennifer Edelman; Emily C Williams
Journal:  Drug Alcohol Depend       Date:  2022-06-03       Impact factor: 4.852

2.  Suicidal Behavior and Its Relationship with Postmortem Forensic Toxicological Findings.

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Journal:  Toxics       Date:  2022-06-11

3.  Prevalence of social and economic stressors among transgender veterans with alcohol and other drug use disorders.

Authors:  Olivia V Fletcher; Jessica A Chen; Jenna van Draanen; Madeline C Frost; Anna D Rubinsky; John R Blosnich; Emily C Williams
Journal:  SSM Popul Health       Date:  2022-06-28

4.  Invited Commentary: New Directions in Machine Learning Analyses of Administrative Data to Prevent Suicide-Related Behaviors.

Authors:  Robert M Bossarte; Chris J Kennedy; Alex Luedtke; Matthew K Nock; Jordan W Smoller; Cara Stokes; Ronald C Kessler
Journal:  Am J Epidemiol       Date:  2021-12-01       Impact factor: 4.897

5.  Suicidal ideation and thoughts of self-harm during the COVID-19 pandemic: The role of COVID-19-related stress, social isolation, and financial strain.

Authors:  Eric B Elbogen; Megan Lanier; Shannon M Blakey; H Ryan Wagner; Jack Tsai
Journal:  Depress Anxiety       Date:  2021-05-05       Impact factor: 6.505

6.  Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study.

Authors:  Avijit Mitra; Hiba Ahsan; Wenjun Li; Weisong Liu; Robert D Kerns; Jack Tsai; William Becker; David A Smelson; Hong Yu
Journal:  JMIR Med Inform       Date:  2021-11-08

7.  Establishing a Research Agenda for Suicide Prevention Among Veterans Experiencing Homelessness.

Authors:  Maurand Robinson; Ryan Holliday; Lindsey L Monteith; John R Blosnich; Eric B Elbogen; Lillian Gelberg; Dina Hooshyar; Shawn Liu; D Keith McInnes; Ann Elizabeth Montgomery; Jack Tsai; Riley Grassmeyer; Lisa A Brenner
Journal:  Front Psychol       Date:  2022-02-07

8.  Extracting social determinants of health from electronic health records using natural language processing: a systematic review.

Authors:  Braja G Patra; Mohit M Sharma; Veer Vekaria; Prakash Adekkanattu; Olga V Patterson; Benjamin Glicksberg; Lauren A Lepow; Euijung Ryu; Joanna M Biernacka; Al'ona Furmanchuk; Thomas J George; William Hogan; Yonghui Wu; Xi Yang; Jiang Bian; Myrna Weissman; Priya Wickramaratne; J John Mann; Mark Olfson; Thomas R Campion; Mark Weiner; Jyotishman Pathak
Journal:  J Am Med Inform Assoc       Date:  2021-11-25       Impact factor: 7.942

9.  Predicting suicide attempts among U.S. Army soldiers after leaving active duty using information available before leaving active duty: results from the Study to Assess Risk and Resilience in Servicemembers-Longitudinal Study (STARRS-LS).

Authors:  Ian H Stanley; Carol Chu; Sarah M Gildea; Irving H Hwang; Andrew J King; Chris J Kennedy; Alex Luedtke; Brian P Marx; Robert O'Brien; Maria V Petukhova; Nancy A Sampson; Dawne Vogt; Murray B Stein; Robert J Ursano; Ronald C Kessler
Journal:  Mol Psychiatry       Date:  2022-01-20       Impact factor: 13.437

10.  Receipt of evidence-based alcohol-related care in a national sample of transgender patients with unhealthy alcohol use: Overall and relative to non-transgender patients.

Authors:  Emily C Williams; Jessica A Chen; Madeline C Frost; Anna D Rubinsky; Amy T Edmonds; Joseph E Glass; Keren Lehavot; Theresa E Matson; Chelle L Wheat; Scott Coggeshall; John R Blosnich
Journal:  J Subst Abuse Treat       Date:  2021-07-08
  10 in total

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