Literature DB >> 34810041

Suicide Risk Among Hospitalized Versus Discharged Deliberate Self-Harm Patients: Generalized Random Forest Analysis Using a Large Claims Data Set.

Sidra J Goldman-Mellor1, Harish S Bhat2, Michael H Allen3, Michael Schoenbaum4.   

Abstract

INTRODUCTION: Suicide rates are extremely high among emergency department patients seen for deliberate self-harm. Inpatient hospitalization is often recommended for these patients, but evidence on the suicide prevention impacts of hospitalization is scarce. Confounding by indication and challenges to implementing randomized designs are barriers to advances in this field.
METHODS: Investigators used 2009-2012 statewide data on 57,312 self-harm emergency department patients from California, linked to mortality records. Naive 12-month and 30-day suicide risks were estimated among patients who were hospitalized versus those who were discharged. Then, generalized random forest methods were applied to estimate the average treatment impacts of hospitalization on suicide, conditioning on observable covariates. Associations were calculated separately for sex- and age-specific subgroups. Analyses were conducted in February 2019-August 2021.
RESULTS: In naive analyses, suicide risk was significantly higher in hospitalized than in discharged patients in each subgroup. In 12-month models accounting for the observed covariates through generalized random forest methods, hospitalized male patients had 5.4 more suicides per 1,000 patients (95% CI=3.0, 7.8), hospitalized patients aged 10-29 years had 2.4 more suicides per 1,000 (95% CI=1.1, 3.6), and those aged ≥50 years had 5.8 more suicides per 1,000 (95% CI=0.5, 11.2) than corresponding discharged patients. Hospitalization was not significantly associated with suicide among female patients or patients aged 30-49 years in generalized random forest analyses. Patterns were similar in 30-day generalized random forest models.
CONCLUSIONS: Emergency department personnel intend to hospitalize self-harm patients with high suicide risk; this study suggests that this goal is largely realized. Analyses that control for confounding by observable covariates did not find clear evidence that hospitalization reduces suicide risk and could not rule out the possibility of iatrogenic effects.
Copyright © 2021 American Journal of Preventive Medicine. All rights reserved.

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Year:  2021        PMID: 34810041      PMCID: PMC8940689          DOI: 10.1016/j.amepre.2021.08.028

Source DB:  PubMed          Journal:  Am J Prev Med        ISSN: 0749-3797            Impact factor:   5.043


  31 in total

1.  Hospital management of suicidal behaviour and subsequent mortality: a prospective cohort study.

Authors:  Nav Kapur; Sarah Steeg; Pauline Turnbull; Roger Webb; Helen Bergen; Keith Hawton; Galit Geulayov; Ellen Townsend; Jennifer Ness; Keith Waters; Jayne Cooper
Journal:  Lancet Psychiatry       Date:  2015-08-05       Impact factor: 27.083

2.  Hospital care and repetition following self-harm: multicentre comparison of self-poisoning and self-injury.

Authors:  Rachael Lilley; David Owens; Judith Horrocks; Allan House; Rachael Noble; Helen Bergen; Keith Hawton; Deborah Casey; Sue Simkin; Elizabeth Murphy; Jayne Cooper; Navneet Kapur
Journal:  Br J Psychiatry       Date:  2008-06       Impact factor: 9.319

3.  Factors affecting psychiatric inpatient hospitalization from a psychiatric emergency service.

Authors:  George J Unick; Eric Kessell; Eric K Woodard; Mark Leary; James W Dilley; Martha Shumway
Journal:  Gen Hosp Psychiatry       Date:  2011-08-03       Impact factor: 3.238

4.  General hospital admission in the management of parasuicide. A randomised controlled trial.

Authors:  J Waterhouse; S Platt
Journal:  Br J Psychiatry       Date:  1990-02       Impact factor: 9.319

5.  Comments on Fifty Years of Classification and Regression Trees.

Authors:  Chi Song; Heping Zhang
Journal:  Int Stat Rev       Date:  2014-12-01       Impact factor: 2.217

6.  Disturbing findings about the risk of suicide and psychiatric hospitals.

Authors:  Matthew M Large; Christopher J Ryan
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2014-06-11       Impact factor: 4.328

7.  Determinants of psychiatric hospitalization after attempted suicide.

Authors:  Kirsi Suominen; Jouko Lönnqvist
Journal:  Gen Hosp Psychiatry       Date:  2006 Sep-Oct       Impact factor: 3.238

8.  Variables associated with hospitalization decisions by emergency psychiatrists after a patient's suicide attempt.

Authors:  Enrique Baca-García; Carmen Diaz-Sastre; Eloy García Resa; Hilario Blasco; Dolores Braquehais Conesa; Jeronimo Saiz-Ruiz; Jose de Leon
Journal:  Psychiatr Serv       Date:  2004-07       Impact factor: 3.084

9.  Stigma- and non-stigma-related treatment barriers to mental healthcare reported by service users and caregivers.

Authors:  Lisa Dockery; Debra Jeffery; Oliver Schauman; Paul Williams; Simone Farrelly; Oliver Bonnington; Jheanell Gabbidon; Francesca Lassman; George Szmukler; Graham Thornicroft; Sarah Clement
Journal:  Psychiatry Res       Date:  2015-06-14       Impact factor: 3.222

10.  Does clinical management improve outcomes following self-harm? Results from the multicentre study of self-harm in England.

Authors:  Nav Kapur; Sarah Steeg; Roger Webb; Matthew Haigh; Helen Bergen; Keith Hawton; Jennifer Ness; Keith Waters; Jayne Cooper
Journal:  PLoS One       Date:  2013-08-01       Impact factor: 3.240

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