scholarly journals Validation and recalibration of OxMIV in predicting violent behaviour in patients with schizophrenia spectrum disorders

2022 ◽  
Vol 12 (1) ◽  
Author(s):  
Jelle Lamsma ◽  
Rongqin Yu ◽  
Seena Fazel ◽  
Therese van Amelsvoort ◽  
Agna Bartels-Velthuis ◽  
...  

AbstractOxford Mental Illness and Violence (OxMIV) addresses the need in mental health services for a scalable, transparent and valid tool to predict violent behaviour in patients with severe mental illness. However, external validations are lacking. Therefore, we have used a Dutch sample of general psychiatric patients with schizophrenia spectrum disorders (N = 637) to evaluate the performance of OxMIV in predicting interpersonal violence over 3 years. The predictors and outcome were measured with standardized instruments and multiple sources of information. Patients were mostly male (n = 493, 77%) and, on average, 27 (SD = 7) years old. The outcome rate was 9% (n = 59). Discrimination, as measured by the area under the curve, was moderate at 0.67 (95% confidence interval 0.61–0.73). Calibration-in-the-large was adequate, with a ratio between predicted and observed events of 1.2 and a Brier score of 0.09. At the individual level, risks were systematically underestimated in the original model, which was remedied by recalibrating the intercept and slope of the model. Probability scores generated by the recalibrated model can be used as an adjunct to clinical decision-making in Dutch mental health services.

2020 ◽  
Vol 46 (Supplement_1) ◽  
pp. S95-S95
Author(s):  
Hyunwoo Park ◽  
Yu Sang Lee ◽  
Sang Yup Lee ◽  
Seungyeoun Lee ◽  
Kyung Sue Hong ◽  
...  

Abstract Background This study was performed to examine the effects of the public attention to ‘crime of schizophrenia’ on the use of mental health services in patients with schizophrenia using big data analysis in Korea. Methods Data on the frequency of internet searches for ‘crime of schizophrenia’ and the patterns of mental health service utilization by patients with schizophrenia spectrum disorders by month were collected from Naver big data and the Health Insurance Review and Assessment Services in Korea, respectively. Their correlations in the same and following month for lagged effect were examined. Results The number of outpatients correlated negatively with public attention to ‘crime of schizophrenia’ in the same month. The lagged relationship between public attention and the number of admissions in psychiatric wards was also found. In terms of sex differences, the use of outpatient services among female patients correlated negatively with public attention in the same month while the number of male patients’ admissions in both same and following month correlated positively with public attention. Discussion These findings suggested that public attention to ‘crime of schizophrenia’ could negatively affect illness behavior in patients with schizophrenia.


1971 ◽  
Vol 2 (2) ◽  
pp. 138-145 ◽  
Author(s):  
William J. Horvath

As long as mental illness is regarded as primarily a behavioral disorder, current and foreseeable manpower shortages in psychiatry make it necessary to increase the participation of nonmedical personnel in the treatment process. The controversy between those advocating behavioral treatment and those favoring the medical model cannot be resolved due to the fact that our current knowledge of the biologic roots of mental illness is inadequate. A breakthrough in research in this area could resolve the argument and solve the manpower problem by transferring psychiatric disorders into physiologic disease susceptible to medical treatment. Alternative models for the delivery of mental health services can be developed to allow for different possibilities in the outcome of research. Additional data is needed, especially on the costs and effectiveness of future therapies, before an evaluation of programs can be carried out.


2009 ◽  
Vol 24 (3) ◽  
pp. 313-318 ◽  
Author(s):  
Todd P. Gilmer ◽  
Victoria D. Ojeda ◽  
Dahlia Fuentes ◽  
Viviana Criado ◽  
Piedad Garcia

1997 ◽  
Vol 21 (8) ◽  
pp. 495-497 ◽  
Author(s):  
Fiona Stormont ◽  
Tom Craig ◽  
Zerrin Atakan ◽  
Peter Loader ◽  
Cindy Williams

There is an increasing body of research literature investigating the effects of parental mental illness on children. This study investigates the views of psychiatric in-patients on consequences of their admission to hospital and their mental illness for their children. The results suggest that the parents do not readily acknowledge that their children have problems, and that interventional approaches require good liaison between adult mental health services and child-focused agencies.


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