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Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study

BACKGROUND: Individuals attending emergency departments following self-harm have increased risks of future self-harm. Despite the common use of risk scales in self-harm assessment, there is growing evidence that combinations of risk factors do not accurately identify those at greatest risk of furthe...

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Autores principales: Taylor, Anna Kathryn, Steeg, Sarah, Quinlivan, Leah, Gunnell, David, Hawton, Keith, Kapur, Nav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7791570/
https://www.ncbi.nlm.nih.gov/pubmed/33261707
http://dx.doi.org/10.1192/bjo.2020.123
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author Taylor, Anna Kathryn
Steeg, Sarah
Quinlivan, Leah
Gunnell, David
Hawton, Keith
Kapur, Nav
author_facet Taylor, Anna Kathryn
Steeg, Sarah
Quinlivan, Leah
Gunnell, David
Hawton, Keith
Kapur, Nav
author_sort Taylor, Anna Kathryn
collection PubMed
description BACKGROUND: Individuals attending emergency departments following self-harm have increased risks of future self-harm. Despite the common use of risk scales in self-harm assessment, there is growing evidence that combinations of risk factors do not accurately identify those at greatest risk of further self-harm and suicide. AIMS: To evaluate and compare predictive accuracy in prediction of repeat self-harm from clinician and patient ratings of risk, individual risk-scale items and a scale constructed with top-performing items. METHOD: We conducted secondary analysis of data from a five-hospital multicentre prospective cohort study of participants referred to psychiatric liaison services following self-harm. We tested predictive utility of items from five risk scales: Manchester Self-Harm Rule, ReACT Self-Harm Rule, SAD PERSONS, Modified SAD PERSONS, Barratt Impulsiveness Scale and clinician and patient risk estimates. Area under the curve (AUC), sensitivity, specificity, predictive values and likelihood ratios were used to evaluate predictive accuracy, with sensitivity analyses using classification-tree regression. RESULTS: A total of 483 self-harm episodes were included, and 145 (30%) were followed by a repeat presentation within 6 months. AUC of individual items ranged from 0.43–0.65. Combining best performing items resulted in an AUC of 0.56. Some individual items outperformed the scale they originated from; no items were superior to clinician or patient risk estimations. CONCLUSIONS: No individual or combination of items outperformed patients’ or clinicians’ ratings. This suggests there are limitations to combining risk factors to predict risk of self-harm repetition. Risk scales should have little role in the management of people who have self-harmed.
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spelling pubmed-77915702021-01-15 Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study Taylor, Anna Kathryn Steeg, Sarah Quinlivan, Leah Gunnell, David Hawton, Keith Kapur, Nav BJPsych Open Papers BACKGROUND: Individuals attending emergency departments following self-harm have increased risks of future self-harm. Despite the common use of risk scales in self-harm assessment, there is growing evidence that combinations of risk factors do not accurately identify those at greatest risk of further self-harm and suicide. AIMS: To evaluate and compare predictive accuracy in prediction of repeat self-harm from clinician and patient ratings of risk, individual risk-scale items and a scale constructed with top-performing items. METHOD: We conducted secondary analysis of data from a five-hospital multicentre prospective cohort study of participants referred to psychiatric liaison services following self-harm. We tested predictive utility of items from five risk scales: Manchester Self-Harm Rule, ReACT Self-Harm Rule, SAD PERSONS, Modified SAD PERSONS, Barratt Impulsiveness Scale and clinician and patient risk estimates. Area under the curve (AUC), sensitivity, specificity, predictive values and likelihood ratios were used to evaluate predictive accuracy, with sensitivity analyses using classification-tree regression. RESULTS: A total of 483 self-harm episodes were included, and 145 (30%) were followed by a repeat presentation within 6 months. AUC of individual items ranged from 0.43–0.65. Combining best performing items resulted in an AUC of 0.56. Some individual items outperformed the scale they originated from; no items were superior to clinician or patient risk estimations. CONCLUSIONS: No individual or combination of items outperformed patients’ or clinicians’ ratings. This suggests there are limitations to combining risk factors to predict risk of self-harm repetition. Risk scales should have little role in the management of people who have self-harmed. Cambridge University Press 2020-12-02 /pmc/articles/PMC7791570/ /pubmed/33261707 http://dx.doi.org/10.1192/bjo.2020.123 Text en © The Author(s) 2020 http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Papers
Taylor, Anna Kathryn
Steeg, Sarah
Quinlivan, Leah
Gunnell, David
Hawton, Keith
Kapur, Nav
Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title_full Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title_fullStr Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title_full_unstemmed Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title_short Accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
title_sort accuracy of individual and combined risk-scale items in the prediction of repetition of self-harm: multicentre prospective cohort study
topic Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7791570/
https://www.ncbi.nlm.nih.gov/pubmed/33261707
http://dx.doi.org/10.1192/bjo.2020.123
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