Suicide risk among veterans using VHA justice-involved services: a latent class analysis

Abstract Background Justice-involved Veterans experience notable risk for psychosocial stressors (e.g., homelessness) and psychiatric multimorbidity, which can result in complex clinical presentations. However, research examining how such factors coalesce to impact risk for suicide remains limited....

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Published in:BMC Psychiatry
Main Authors: Ryan Holliday, Adam R. Kinney, Alexandra A. Smith, Jeri E. Forster, Matthew A. Stimmel, Sean C. Clark, Shawn Liu, Lindsey L. Monteith, Lisa A. Brenner
Format: Article
Language:English
Published: BMC 2023-04-01
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Online Access:https://doi.org/10.1186/s12888-023-04725-9
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author Ryan Holliday
Adam R. Kinney
Alexandra A. Smith
Jeri E. Forster
Matthew A. Stimmel
Sean C. Clark
Shawn Liu
Lindsey L. Monteith
Lisa A. Brenner
author_facet Ryan Holliday
Adam R. Kinney
Alexandra A. Smith
Jeri E. Forster
Matthew A. Stimmel
Sean C. Clark
Shawn Liu
Lindsey L. Monteith
Lisa A. Brenner
author_sort Ryan Holliday
collection DOAJ
container_title BMC Psychiatry
description Abstract Background Justice-involved Veterans experience notable risk for psychosocial stressors (e.g., homelessness) and psychiatric multimorbidity, which can result in complex clinical presentations. However, research examining how such factors coalesce to impact risk for suicide remains limited. Methods We conducted a latent class analysis of 180,454 Veterans accessing Veterans Health Administration (VHA) justice-related services from 2005 to 2018. Results A four-model class membership solution was identified. Among these classes, risk for suicide was highest among Veterans with greater psychiatric burden, with risk most notable among those with high VA service use. Veterans seeking healthcare primarily focused on substance use disorders or with low psychiatric burden and service use had a lower risk for suicide. Conclusions Psychiatric multimorbidity is salient as it relates to suicide among Veterans accessing VHA justice-related services. Further evaluation of existing VHA services for this population and methods of augmenting and enhancing care for justice-involved Veterans with histories of co-occurring psychiatric conditions may be beneficial in facilitating suicide prevention efforts.
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spelling doaj-art-e79bd4dc7bb64a0595b2aef80eb46df72025-08-19T21:52:37ZengBMCBMC Psychiatry1471-244X2023-04-012311810.1186/s12888-023-04725-9Suicide risk among veterans using VHA justice-involved services: a latent class analysisRyan Holliday0Adam R. Kinney1Alexandra A. Smith2Jeri E. Forster3Matthew A. Stimmel4Sean C. Clark5Shawn Liu6Lindsey L. Monteith7Lisa A. Brenner8Department of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionDepartment of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionDepartment of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionDepartment of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionVeterans Health Administration Homeless Programs Office, Veterans Justice Programs OfficeVeterans Health Administration Homeless Programs Office, Veterans Justice Programs OfficeVeterans Health Administration Homeless Programs OfficeDepartment of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionDepartment of Veterans Affairs, Rocky Mountain Regional Medical Center, Rocky Mountain Mental Illness Research, Education and Clinical Center for Suicide PreventionAbstract Background Justice-involved Veterans experience notable risk for psychosocial stressors (e.g., homelessness) and psychiatric multimorbidity, which can result in complex clinical presentations. However, research examining how such factors coalesce to impact risk for suicide remains limited. Methods We conducted a latent class analysis of 180,454 Veterans accessing Veterans Health Administration (VHA) justice-related services from 2005 to 2018. Results A four-model class membership solution was identified. Among these classes, risk for suicide was highest among Veterans with greater psychiatric burden, with risk most notable among those with high VA service use. Veterans seeking healthcare primarily focused on substance use disorders or with low psychiatric burden and service use had a lower risk for suicide. Conclusions Psychiatric multimorbidity is salient as it relates to suicide among Veterans accessing VHA justice-related services. Further evaluation of existing VHA services for this population and methods of augmenting and enhancing care for justice-involved Veterans with histories of co-occurring psychiatric conditions may be beneficial in facilitating suicide prevention efforts.https://doi.org/10.1186/s12888-023-04725-9Justice involvementVeteranSuicideLatent class analysis
spellingShingle Ryan Holliday
Adam R. Kinney
Alexandra A. Smith
Jeri E. Forster
Matthew A. Stimmel
Sean C. Clark
Shawn Liu
Lindsey L. Monteith
Lisa A. Brenner
Suicide risk among veterans using VHA justice-involved services: a latent class analysis
Justice involvement
Veteran
Suicide
Latent class analysis
title Suicide risk among veterans using VHA justice-involved services: a latent class analysis
title_full Suicide risk among veterans using VHA justice-involved services: a latent class analysis
title_fullStr Suicide risk among veterans using VHA justice-involved services: a latent class analysis
title_full_unstemmed Suicide risk among veterans using VHA justice-involved services: a latent class analysis
title_short Suicide risk among veterans using VHA justice-involved services: a latent class analysis
title_sort suicide risk among veterans using vha justice involved services a latent class analysis
topic Justice involvement
Veteran
Suicide
Latent class analysis
url https://doi.org/10.1186/s12888-023-04725-9
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