Accuracy of risk scales for predicting repeat self-harm and suicide: a multicentre, population-level cohort study using routine clinical data

被引:68
作者
Steeg, Sarah [1 ]
Quinlivan, Leah [1 ]
Nowland, Rebecca [1 ]
Carroll, Robert [4 ]
Casey, Deborah [2 ]
Clements, Caroline [1 ]
Cooper, Jayne [1 ]
Davies, Linda [5 ]
Knipe, Duleeka [4 ]
Ness, Jennifer [3 ]
O'Connor, Rory C. [6 ]
Hawton, Keith [2 ]
Gunnell, David [4 ]
Kapur, Nav [1 ,7 ]
机构
[1] Univ Manchester, Manchester Acad Hlth Sci Ctr, Ctr Mental Hlth & Safety, Manchester, Lancs, England
[2] Univ Oxford, Warneford Hosp, Ctr Suicide Res, Dept Psychiat, Oxford, England
[3] Derbyshire Healthcare NHS Fdn Trust, Ctr Self Harm & Suicide Prevent Res, Derby, England
[4] Univ Bristol, Bristol Med Sch, Populat Hlth Sci, Bristol, England
[5] Univ Manchester, Inst Populat Hlth, Manchester, Lancs, England
[6] Univ Glasgow, Inst Hlth & Wellbeing, Suicidal Behav Res Lab, Glasgow, Lanark, Scotland
[7] Greater Manchester Mental Hlth NHS Fdn Trust, Manchester, Lancs, England
关键词
Self-harm; Suicide; Risk factors; Classification; Outcome; SAD PERSONS SCALE; METAANALYSIS; REPETITION; ENGLAND; TOOL;
D O I
10.1186/s12888-018-1693-z
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
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.
引用
收藏
页数:11
相关论文
共 33 条
[1]   DIAGNOSTIC-TESTS-3 - RECEIVER OPERATING CHARACTERISTIC PLOTS .7. [J].
ALTMAN, DG ;
BLAND, JM .
BRITISH MEDICAL JOURNAL, 1994, 309 (6948) :188-188
[2]   CROSS-VALIDATION OF SUICIDAL-INTENT-SCALE [J].
BECK, RW ;
MORRIS, JB ;
BECK, AT .
PSYCHOLOGICAL REPORTS, 1974, 34 (02) :445-446
[3]   Premature death after self-harm: a multicentre cohort study [J].
Bergen, Helen ;
Hawton, Keith ;
Waters, Keith ;
Ness, Jennifer ;
Cooper, Jayne ;
Steeg, Sarah ;
Kapur, Navneet .
LANCET, 2012, 380 (9853) :1568-1574
[4]   Hospital management of self-harm patients and risk of repetition: Systematic review and meta-analysis [J].
Carroll, R. ;
Metcalfe, C. ;
Gunnell, D. .
JOURNAL OF AFFECTIVE DISORDERS, 2014, 168 :476-483
[5]   Hospital Presenting Self-Harm and Risk of Fatal and Non-Fatal Repetition: Systematic Review and Meta-Analysis [J].
Carroll, Robert ;
Metcalfe, Chris ;
Gunnell, David .
PLOS ONE, 2014, 9 (02)
[6]   Predicting suicidal behaviours using clinical instruments: systematic review and meta-analysis of positive predictive values for risk scales [J].
Carter, Gregory ;
Milner, Allison ;
McGill, Katie ;
Pirkis, Jane ;
Kapur, Nav ;
Spittal, Matthew J. .
BRITISH JOURNAL OF PSYCHIATRY, 2017, 210 (06) :387-+
[7]   Are hospital services for self-harm getting better? An observational study examining management, service provision and temporal trends in England [J].
Cooper, J. ;
Steeg, S. ;
Bennewith, O. ;
Lowe, M. ;
Gunnell, D. ;
House, A. ;
Hawton, K. ;
Kapur, N. .
BMJ OPEN, 2013, 3 (11)
[8]   A clinical tool for assessing risk after self-harm [J].
Cooper, Jayne ;
Kapur, Navneet ;
Dunning, Joel ;
Guthrie, Else ;
Appleby, Louis ;
Mackway-Jones, Kevin .
ANNALS OF EMERGENCY MEDICINE, 2006, 48 (04) :459-466
[9]   Interpretation of dichotomous outcomes: risk, odds, risk ratios, odds ratios and number needed to treat [J].
Hancock, Mark ;
Kent, Peter .
JOURNAL OF PHYSIOTHERAPY, 2016, 62 (03) :172-174
[10]   The Modular Assessment of Risk for Imminent Suicide (MARIS): A proof of concept for a multi-informant tool for evaluation of short-term [J].
Hawes, Mariah ;
Yaseen, Zimri ;
Briggs, Jessica ;
Galynker, Igor .
COMPREHENSIVE PSYCHIATRY, 2017, 72 :88-96