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Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data
BACKGROUND: Risk scales are used widely in the management of patients presenting to hospital following self-harm. However, there is evidence that their diagnostic accuracy in predicting repeat self-harm is limited. Their predictive accuracy in population settings, and in identifying those at highest...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5921289/ https://www.ncbi.nlm.nih.gov/pubmed/29699523 http://dx.doi.org/10.1186/s12888-018-1693-z |
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author | Steeg, Sarah Quinlivan, Leah Nowland, Rebecca Carroll, Robert Casey, Deborah Clements, Caroline Cooper, Jayne Davies, Linda Knipe, Duleeka Ness, Jennifer O’Connor, Rory C. Hawton, Keith Gunnell, David Kapur, Nav |
author_facet | Steeg, Sarah Quinlivan, Leah Nowland, Rebecca Carroll, Robert Casey, Deborah Clements, Caroline Cooper, Jayne Davies, Linda Knipe, Duleeka Ness, Jennifer O’Connor, Rory C. Hawton, Keith Gunnell, David Kapur, Nav |
author_sort | Steeg, Sarah |
collection | PubMed |
description | BACKGROUND: Risk scales are used widely in the management of patients presenting to hospital following self-harm. However, there is evidence that their diagnostic accuracy in predicting repeat self-harm is limited. Their predictive accuracy in population settings, and in identifying those at highest risk of suicide is not known. METHOD: We compared the predictive accuracy of the Manchester Self-Harm Rule (MSHR), ReACT Self-Harm Rule (ReACT), SAD PERSONS Scale (SPS) and Modified SAD PERSONS Scale (MSPS) in an unselected sample of patients attending hospital following self-harm. Data on 4000 episodes of self-harm presenting to Emergency Departments (ED) between 2010 and 2012 were obtained from four established monitoring systems in England. Episodes were assigned a risk category for each scale and followed up for 6 months. RESULTS: The episode-based repeat rate was 28% (1133/4000) and the incidence of suicide was 0.5% (18/3962). The MSHR and ReACT performed with high sensitivity (98% and 94% respectively) and low specificity (15% and 23%). The SPS and the MSPS performed with relatively low sensitivity (24–29% and 9–12% respectively) and high specificity (76–77% and 90%). The area under the curve was 71% for both MSHR and ReACT, 51% for SPS and 49% for MSPS. Differences in predictive accuracy by subgroup were small. The scales were less accurate at predicting suicide than repeat self-harm. CONCLUSIONS: The scales failed to accurately predict repeat self-harm and suicide. The findings support existing clinical guidance not to use risk classification scales alone to determine treatment or predict future risk. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12888-018-1693-z) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5921289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59212892018-05-01 Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data Steeg, Sarah Quinlivan, Leah Nowland, Rebecca Carroll, Robert Casey, Deborah Clements, Caroline Cooper, Jayne Davies, Linda Knipe, Duleeka Ness, Jennifer O’Connor, Rory C. Hawton, Keith Gunnell, David Kapur, Nav BMC Psychiatry Research Article BACKGROUND: Risk scales are used widely in the management of patients presenting to hospital following self-harm. However, there is evidence that their diagnostic accuracy in predicting repeat self-harm is limited. Their predictive accuracy in population settings, and in identifying those at highest risk of suicide is not known. METHOD: We compared the predictive accuracy of the Manchester Self-Harm Rule (MSHR), ReACT Self-Harm Rule (ReACT), SAD PERSONS Scale (SPS) and Modified SAD PERSONS Scale (MSPS) in an unselected sample of patients attending hospital following self-harm. Data on 4000 episodes of self-harm presenting to Emergency Departments (ED) between 2010 and 2012 were obtained from four established monitoring systems in England. Episodes were assigned a risk category for each scale and followed up for 6 months. RESULTS: The episode-based repeat rate was 28% (1133/4000) and the incidence of suicide was 0.5% (18/3962). The MSHR and ReACT performed with high sensitivity (98% and 94% respectively) and low specificity (15% and 23%). The SPS and the MSPS performed with relatively low sensitivity (24–29% and 9–12% respectively) and high specificity (76–77% and 90%). The area under the curve was 71% for both MSHR and ReACT, 51% for SPS and 49% for MSPS. Differences in predictive accuracy by subgroup were small. The scales were less accurate at predicting suicide than repeat self-harm. CONCLUSIONS: The scales failed to accurately predict repeat self-harm and suicide. The findings support existing clinical guidance not to use risk classification scales alone to determine treatment or predict future risk. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12888-018-1693-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-25 /pmc/articles/PMC5921289/ /pubmed/29699523 http://dx.doi.org/10.1186/s12888-018-1693-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Steeg, Sarah Quinlivan, Leah Nowland, Rebecca Carroll, Robert Casey, Deborah Clements, Caroline Cooper, Jayne Davies, Linda Knipe, Duleeka Ness, Jennifer O’Connor, Rory C. Hawton, Keith Gunnell, David Kapur, Nav Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title | Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title_full | Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title_fullStr | Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title_full_unstemmed | Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title_short | Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
title_sort | accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5921289/ https://www.ncbi.nlm.nih.gov/pubmed/29699523 http://dx.doi.org/10.1186/s12888-018-1693-z |
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