The authors have declared that no competing interests exist.
Conceived and designed the experiments: DG SP. Analyzed the data: DG. Wrote the paper: DG SP.
Psychiatric patients showing risk to themselves or others can be involuntarily hospitalised. No data is available on whether following hospitalisation there is a reduction in psychopathological indicators of risk such as suicidality and hostility. This study aimed to assess changes in suicidality and hostility levels following involuntary admission and their patient-level predictors.
A pooled analysis of studies on involuntary treatment, including 11 countries and 2790 patients was carried out. Suicidality and hostility were measured by the Brief Psychiatric Rating Scale.
2790 patients were included; 2129 followed-up after one month and 1864 after three months. 387 (13.9%) patients showed at least moderate suicidality when involuntarily admitted, 107 (5.0%) after one month and 97 (5.2%) after three months. Moderate or higher hostility was found in 1287 (46.1%) patients after admission, 307 (14.5%) after one month, and 172 (9.2%) after three months. Twenty-three (1.2%) patients showed suicidality, and 53 (2.8%) patients hostility at all time-points. Predictors of suicidality three months after admission were: suicidality at baseline, not having a diagnosis of psychotic disorder and being unemployed. Predictors of hostility were: hostility at baseline, not having a psychotic disorder, living alone, and having been hospitalized previously.
After involuntary hospital admission, the number of patients with significant levels of suicidality and hostility decreases substantially over time, and very few patients show consistently moderate or higher levels of these symptoms. In patients with psychotic disorders these symptoms are more likely to improve. Social factors such as unemployment and isolation could hamper suicidality and hostility reduction and may be targeted in interventions to reduce risk in involuntarily admitted patients.
Across the world, severely mentally ill patients can be involuntarily admitted to hospital during the acute episodes of their illness, and such admissions are widely practiced [
Existing observational studies have suggested only limited improvements of general symptoms and minimal, if any, social gains following involuntary admission [
We analyzed data from the two largest observational studies on outcomes of involuntary hospital treatment available to date, focusing on psychopathological indicators of risk, i.e. suicidality and hostility. The studies used an identical methodology for assessing both baseline characteristics and outcomes of patients. Although various findings of these studies have been published, so far no specific analysis of risk indicators has been conducted [
Suicidality and hostility were assessed by researchers who were not involved in treatment. The advantages of these measures are that they are independent of treating clinicians, who may have biased views on the patients’ actual risk indicators; can be assessed consistently across different countries and settings; and reflect clinical symptoms that may be targeted in treatment.
The two studies have very similar designs [
The specific research questions were:
How many patients show moderate or higher levels of suicidality and hostility when involuntarily admitted, and how many patients have such levels one month and three months later?
How many patients show such levels consistently, i.e. when involuntarily admitted, after one month and after three months?
What patient characteristics predict suicidality and hostility three months after involuntary hospital admission?
We carried out a ‘‘pooled analysis”, i.e. individual patient data within the studies were pooled in a larger dataset and analysed. This approach enabled a precise estimate of effects of influential and confounding factors, and takes into account the heterogeneity of countries [
Data from two observational prospective studies [
The first study was the “European Evaluation of Coercion in Psychiatry and Harmonisation of Best Clinical Practice (EUNOMIA)”. It assessed the outcomes of involuntarily admitted patients in 11 European countries (Germany, Bulgaria, Czech Republic, Greece, Italy, Lithuania, Poland, Slovak Republic, Spain, Sweden and the United Kingdom). In each country between one and five hospitals were included. Data was collected between July 2003 and October 2005.
The second study was the “Outcomes of involuntary hospital admission in England (InvolvE)”. This was conducted in 22 hospitals within eight Trusts (provider organisations) of the National Health Service in England. Data was collected between July 2003 and July 2005.
In both studies the inclusion criteria were: involuntarily admitted patients; 18 to 65 years of age; sufficient command of the national language, and capacity to provide written informed consent. Patients were excluded if they had a primary diagnosis of dementia; were admitted due to intoxication, or were transferred from a different hospital [
The detailed methods and general findings of the two studies have been described in previous publications [
The EUNOMIA study was approved by the relevant Research Ethics committees in each country [
Research Ethics Committee, Medical University Sofia, Sofia, Bulgaria
The Ethics Committee of the General Teaching Hospital, Prague, Czech Republic
Ethics committee at the Faculty of Medicine at Dresden University of Technology, Dresden, Germany
Scientific Board of the Psychiatric Hospital of Thessaloniki, Thessaloniki, Greece
Ethical Committee of the Second University of Naples, Naples, Italy
Lithuanian Bioethical Committee, Vilnius, Lithuania
Commission of Bioethics at Wroclaw Medical University, Wroclaw, Poland
Ethical Committee of the Michalovce Psychiatric Hospital, Michalovce, Slovak Republic
Ethical Committee (Comité Ético) of University Hospital of San Cecilio. Granada, Spain
Research Ethics Committee of Örebro University Hospital, Örebro, Sweden
East London and The City Research Ethics Committee, London, UK
The InvolvE study received ethical approval from the UK Multi-Centre Research Ethics Committee (ref. MREC/03/0/96) [
For both studies, written informed consent was obtained from all participants. This procedure was approved by Ethics Committees in each country.
In both studies, patients who consented to take part in the study were first interviewed within a week after involuntary admission (i.e. at the study baseline) and then followed-up after one and three months.
Suicidality and hostility were measured by the item 4 (suicidality) and item 6 (hostility) on the Brief Psychiatric Rating Scale (BPRS) [
Researchers in both studies were trained in the assessment, achieving a good inter-rater reliability for the BPRS score in the EUNOMIA study (Cohen’s kappa = 0.78) [
Suicidality and hostility scores were dichotomised as scores of <4 versus those of ≥4. The latter reflects a moderate or more severe level of the given symptom [
Data on socio-demographic characteristics, clinical history and diagnosis according to ICD-10 categories [
Descriptive statistics on baseline socio-demographic and clinical characteristics of patients were calculated for the total sample. The dichotomised scores on suicidality and hostility scores were calculated for each time point.
Basic socio-demographic and clinical characteristics were tested as potential predictors of suicidality and hostility three months after admission: gender, age, employment, living situation, past hospitalisations, diagnosis (collapsed into three groups), and global functioning (GAF score). Univariable and multivariable logistic regression analyses were carried out to test associations. We used logistic regression models and dichotomous outcome variables as the distribution of values of both suicidality and hostility at all time points was highly skewed to the left, which would violate assumptions for a linear regression model. All variables that were found significant at p = .10 in univariable analyses were subsequently considered in multivariable logistic regression model analyses, adjusted for country effect. Country effects were controlled for by fitting dummy variables for each individual country. Logistic regression models diagnostics, i.e. the Hosmer and Lemeshow Goodness of fit and c-index were computed for the two multivariable models. Adjusted percentages were calculated for variables which showed associations with either suicidality or hostility.
Out of the 6003 eligible patients in the two studies, 2790 (46.5%) gave informed consent to participate and were interviewed within a week following admission (baseline); 2129 were followed up after one month and 1864 after three months. Reasons for not participating in the baseline or follow-up interviews have been specified elsewhere [
In the included sample at baseline (n = 2790), 387 (14.0%) patients showed moderate or higher levels of suicidality and 1287 (46.1%) of hostility; 159 (5.7%) had both symptom. Overall, slightly more than half of the patients (54.1%) had either suicidality or hostility at baseline; at the three month follow up 552 (19.8%) were in hospital.
The socio-demographic and clinical characteristics of the total sample and of patients with at least moderate levels of suicidality and hostility are reported in
Variables | Total sample (n = 2770) | Patients with moderate or high levels of suicidality (n = 387) | Patients with moderate or high levels of hostility (n = 1287) |
---|---|---|---|
Gender, male, n (%) | 1529 (55.2) | 205 (53.0) | 757 (58.8) |
Age, years, mean (s.d.) | 38.9 (11.5) | 37.7 (11.5) | 38.0 (10.9) |
Employment, yes, n (%) | 598 (21.1) | 72 (18.6) | 260 (20.2) |
Living alone, yes, n (%) | 1864 (65.7) | 246 (63.6) | 895 (69.5) |
Previous hospital admission, yes, n (%) | 1985 (71.2) | 280 (72.4) | 942 (73.2) |
Diagnosis | |||
Psychotic disorders, n (%) | 1618 (59.2) | 138 (35.7) | 769 (59.8) |
Affective disorders, n (%) | 492 (18.0) | 103 (26.6) | 239 (18.6) |
Other disorders, n (%) | 660 (23.8) | 146 (37.7) | 279 (21.7) |
GAF score, mean (s.d.) | 32.2 (14.2) | 29.2 (14.3) | 29.3 (13.1) |
Length of hospitalization, days, mean (s.d.) | 54.9 (70.1) | 51.7 (68.9) | 46.1 (59.8) |
One month after admission, 107 patients had moderate or higher levels of suicidality (5.0% of assessed patients), and 97 patients had such symptoms after three months (5.2%). Twenty-three patients were consistently rated as suicidal (0.8% of those followed up throughout the study). After three months 33 (34%) of the people who showed significant suicidality were in hospital. People who consistently showed significant suicidality at admission and three months were more likely to be in hospital at three months (OR = 1.659, p = .031).
There was some variation between countries. The percentage of patients with suicidality after three months ranged from 0% (Lithuania) to 16.7% (Sweden).
The percentage of patients with consistent suicidality ranged from 0% (in Bulgaria, Czech Republic, Greece, Italy, Lithuania, Poland, Slovakia) to 7.4% (Sweden).
Numbers and percentages of patients with moderate or higher levels of suicidality for each country and time point are shown in
When involuntarily admitted | One month follow up | Three-month follow-up | Consistently M/HS | ||
---|---|---|---|---|---|
Bulgaria | 309 | 297 | 289 | 289 | |
19 (6.1) | 5 (1.7) | 1 (0.3) | 0 (0) | ||
Czech Republic | 201 | 165 | 144 | 144 | |
37 (18.4) | 6 (3.6) | 1 (0.7) | 0 (0) | ||
Germany | 145 | 120 | 106 | 106 | |
35 (24.1) | 9 (6.2) | 4 (3.8) | 2 (1.9) | ||
Greece | 205 | 164 | 141 | 141 | |
15 (6.8) | 12 (5.4) | 7 (3.2) | 0 (0) | ||
Italy | 125 | 114 | 92 | 92 | |
11 (8.8) | 1 (0.9) | 1 (1.1) | 0 (0) | ||
Lithuania | 85 | 66 | 48 | 48 | |
10 (11.8) | 0 (0) | 0 (0) | 0 (0) | ||
Poland | 152 | 136 | 134 | 134 | |
12 (7.9) | 0 (0) | 4 (3.0) | 0 (0) | ||
Slovak Republic | 296 | 221 | 162 | 162 | |
29 (9.8) | 3 (1.4) | 2 (1.2) | 0 (0) | ||
Spain | 418 | 258 | 236 | 236 | |
65 (15.6) | 14 (5.4) | 26 (11.0) | 6 (2.5) | ||
Sweden | 92 | 59 | 54 | 54 | |
16 (17.4) | 7 (11.9) | 9 (16.7) | 4 (7.4) | ||
United Kingdom | 760 | 529 | 457 | 457 | |
138 (18.2) | 50 (9.5) | 42 (9.2) | 11 (2.4) |
One month after admission, 307 of the assessed patients had moderate or higher levels of hostility (14.5%), and 172 (9.2%) after three months. The percentage of patients with such hostility levels at three months varied from 0% (Lithuania) to 17.1% (Spain). In all countries, the percentage of patients with hostility decreased substantially between baseline and three months.
Fifty-three patients showed hostility consistently (2.1% of those followed up throughout the study). Continuous hostility was observed in a percentage of patients ranging from 0% (in Lithuania, Poland and Slovakia) to 4.8% (Spain).
After three months 72 (41.9%) of the people who showed significant hostility were in hospital. People who consistently showed significant hostility at admission and three months were more likely to be in hospital at three months (OR = 2.208; p < .001).
Numbers and percentages of patients with moderate or high levels of hostility are reported per country and time point in
When involuntarily admitted | One month follow up | Three-month follow-up | Consistently M/HH | ||
---|---|---|---|---|---|
Bulgaria | 309 | 297 | 289 | 289 | |
200 (64.7) | 75 (25.3) | 21 (7.3) | 14 (4.8) | ||
Czech Republic | 201 | 165 | 144 | 144 | |
65 (32.3) | 9 (5.5) | 10 (6.9) | 3 (2.1) | ||
Germany | 145 | 120 | 105 | 105 | |
82 (56.6) | 20 (16.7) | 5 (4.8) | 3 (2.9) | ||
Greece | 208 | 161 | 139 | 139 | |
162 (73.0) | 33 (20.5) | 20 (14.4) | 5 (3.6) | ||
Italy | 127 | 115 | 97 | 97 | |
83 (65.4) | 21 (16.3) | 12 (12.4) | 4 (4.1) | ||
Lithuania | 85 | 66 | 48 | 48 | |
23 (27.1) | 4 (6.1) | 0 (0) | 0 (0) | ||
Poland | 152 | 136 | 135 | 135 | |
31 (20.4) | 6 (4.4) | 4 (3.0) | 0 (0) | ||
Slovak Republic | 296 | 221 | 162 | 162 | |
80 (27.0) | 4 (1.8) | 4 (2.5) | 0 (0) | ||
Spain | 418 | 253 | 234 | 234 | |
164 (39.2) | 32 (12.6) | 40 (17.1) | 8 (2.3) | ||
Sweden | 95 | 58 | 54 | 54 | |
34 (35.8) | 7 (12.1) | 6 (11.1) | 2 (3.7) | ||
United Kingdom | 754 | 529 | 457 | 457 | |
363 (48.1) | 96 (18.1) | 50 (10.9) | 14 (3.1) |
Univariable and multivariable models testing associations of socio-demographic and clinical characteristics considered with suicidality levels at three-month follow up are reported in
Covariates | Univariable model | Multivariable model |
||||||
---|---|---|---|---|---|---|---|---|
95% CI |
95% CI |
|||||||
Lower bound | Upper bound | Lower bound | Upper bound | |||||
Gender | ||||||||
Male vs. Female | 1.227 | .815 | 1.847 | .327 | ||||
Age | .985 | .967 | 1.003 | .100 | .988 | .968 | 1.008 | .251 |
Employed vs. Unemployed | .447 | .230 | .870 | .018 | .415 | .206 | .837 | .014 |
Living alone; Yes vs. No | 1.180 | .771 | 1.805 | .446 | ||||
Previous hospital admission, Yes vs. No | 1.177 | .728 | 1.905 | .506 | ||||
Diagnosis | ||||||||
Schizophrenia and related disorders (F20-29) vs. others | .287 | .185 | .445 | < .001 | .338 | .196 | .582 | < .001 |
Affective disorders (F30-39) vs. others | 1.528 | .954 | 2.446 | .077 | .549 | .304 | .991 | .047 |
Global Assessment of Functioning score | .993 | .979 | 1.008 | .353 | ||||
At least moderate suicidality at baseline, Yes vs. No | 7.926 | 5.156 | 12.186 | < .001 | 5.788 | 3.622 | 9.248 | < .001 |
At least moderate hostility at baseline, Yes vs. No | .935 | .619 | 1.412 | .749 |
a Controlled for countries’effects
b The Hosmer and Lemeshow Goodness of Fit. Test statistics were: Chi-square = 5.439; df = 8, p = .71. The C-index was: 0.846; 95% CI = .808-.884; Standard Error = .019, Asymptotic sig. < .001. The values of both tests indicated good fit of the multivariable model.
c OR = Odds ratio
d CI = Confidence Interval
In the univariable models, being unemployed and having at least moderate suicidality at baseline were associated with higher likelihood of being suicidal at three months, whilst having a psychotic disorder (F20-29) was associated with a reduced likelihood of suicidality at three months. All these associations held true in the multivariable model, adjusted for countries’ effect.
At three months, 2.8% (Adjusted Percentage based on multivariable logistic regression model, AP = 3·1%) (N = 31) of patients with psychotic disorders were rated as suicidal as compared with 9.0% (AP = 7.8%) (N = 66) of patients with non-psychotic disorders. With respect to employment, 5.8% (AP = 2.8%) (N = 87) of unemployed (AP = 5.9%) and 2.7% (N = 10) of employed patients were rated as suicidal.
Univariable and multivariable models testing associations of socio-demographic and clinical characteristics considered with hostility levels at three-months are reported in
Covariates | Univariable model | Multivariable model |
||||||
---|---|---|---|---|---|---|---|---|
95% CI |
95% CI |
|||||||
Lower bound | Upper bound | Lower bound | Upper bound | |||||
Gender | ||||||||
Male vs. Female | .719 | .521 | .993 | .045 | .856 | .594 | 1.233 | .404 |
Age | .992 | .978 | 1.006 | .237 | ||||
Employed vs. Unemployed | .596 | .378 | .939 | .026 | .660 | .407 | 1.069 | .091 |
Living alone, Yes vs. No | 2.053 | 1.438 | 2.930 | < .001 | 1.528 | 1.031 | 2.262 | .034 |
Previous hospital stay Yes vs. No | 1.725 | 1.152 | 2.584 | .008 | 1.739 | 1.131 | 2.676 | .012 |
Diagnosis | ||||||||
Schizophrenia and related disorders (F20-29) vs. others | .676 | .493 | .925 | .015 | .459 | .308 | .685 | < .001 |
Affective disorders (F30-39) vs. others | .856 | .564 | 1.299 | .466 | .436 | .261 | .730 | .002 |
Global Assessment of Functioning score | .993 | .982 | 1.005 | .244 | ||||
At least moderate hostility at baseline, Yes vs. No | 2.256 | 1.618 | 3.145 | < .001 | 2.010 | 1.395 | 2.896 | < .001 |
At least moderate suicidality at baseline, Yes vs. No | 1.473 | .973 | 2.229 | .067 | 1.362 | .868 | 2.138 | .179 |
a Controlled for countries’ effects
b The Hosmer and Lemeshow Goodness of Fit. Test statistics were: Chi-square = 4.730; df = 8, p = .786. The C-index was: 0.731; 95% CI = .692-.770; Standard error = .020, Asymptotic sig. < .001. Both tests indicated good fit of the multivariable model.
c OR = Odds ratio
d CI = Confidence Interval
In the univariable models, being male, unemployed, having been hospitalised in the past, not having been diagnosed with a psychotic disorder and at least moderate levels of hostility at baseline were significantly associated with higher likelihood of hostility at three months. In the multivariable model, four predictor variables remained significant: living alone, having been hospitalised in the past, not having a psychotic disorder, and scoring at least moderate levels of hostility at baseline.
At three months, 7.9% (AP = 7.1%) (N = 89) patients with psychotic disorders had moderate or high levels of hostility compared with 11.3% (13.6%) (N = 83) patients with non-psychotic disorders; 11.4% (AP = 10.5%) (N = 128) patients who lived alone had moderate or high levels of hostility compared to 5.9% (AP = 7.1%) (N = 44) of other patients; 10.3% (AP = 10.4%) (N = 138) patients who had been hospitalised had moderate or high hostility compared to 6.3% (AP = 6.4%) (n = 31) of other patients.
More than 50% of the involuntarily admitted patients showed at least moderate levels of either suicidality or hostility when they were admitted; 14% of suicidality, 46% of hostility, and 6% of both. For most patients suicidality and hostility reduced over time. Only a small percentage of patients were consistently rated as suicidal or hostile (0.8% and 5.2% respectively).
The general trend of substantial suicidality and hostility reduction was found across countries, despite very different legislations, health care systems and practices of coercive treatment [
Very few patients consistently showed moderate or higher levels of suicidality and hostility throughout the study period. Yet, for some other patients symptoms fluctuated over time. Suicidality and hostility tend to decrease in those patients who have them initially and can occur in others who did not show them when they were admitted.
The prediction of suicidality and hostility after three months showed that–in addition to the baseline levels of the given symptom–being diagnosed with a psychotic disorder and better social support, in form of employment and social contacts, predicted more favorable outcomes. These variables predicted differences that were not only statistically significant but also clinically relevant.
This is the first large scale study analysing to what extent suicidality and hostility decrease after involuntary hospital admission. The large multicenter sample size provided enough statistical power to detect findings of real clinical significance and showed relatively similar tendencies across countries, suggesting that the findings do not depend on specific features of the setting. Suicidality and hostility were assessed by trained researchers who were independent of the clinical teams and therefore without potential bias for justifying the decision of involuntary admission or for demonstrating positive outcomes of treatment. The researchers used standardised instruments and achieved a good inter-rater reliability. Finally, considering both suicidality and hostility enabled us to analyse indicators of risks to oneself and to others in one study. The two studies had similar design which enabled us to fully take advantages of a pooled analysis approach and test associations of a wide range of patient characteristics with suicidality and hostility.
However, the study also had several limitations:
Less than 50% of the eligible patients were interviewed at baseline. This figure reflects the challenging nature of recruiting acute involuntary patients into research studies [
With the exception of the United Kingdom, the national samples were recruited in one to five hospitals only, and it remains unclear to what extent the findings are representative for the given country. Non-representativeness may particularly affect the levels of symptoms, whilst associations between patient characteristics and outcomes can be assumed to be more robust against a potential selection bias [
Not all patients were followed up and a selection bias may have influenced the findings. It has been suggested that patients with high risk levels are more likely to maintain contact with services [
We do not have data on the treatments to which the patients were exposed. Hence, we cannot establish which treatments are more effective in reducing suicidality or hostility.
Since we included only people receiving an involuntary admission, we cannot exclude that the reduction of suicidality and hostility observed in most patients could simply be due to the natural course of the illness.
Despite our pooled analysis included the largest studies assessing involuntarily admitted patients, both included studies were carried out in Europe both studies were conducted in Europe, therefore generalisability of the findings to other settings will need to be confirmed.
Patients were excluded if they had a primary diagnosis of dementia or were admitted due to intoxication. This excludes an important subgroup of potentially suicidal and aggressive patients, further limiting the generalizability of the findings.
The reduction of suicidality and hostility after involuntary admission is more evident than the improvement of general symptoms and global functioning of patients. Existing observational studies have suggested only limited improvements of general symptoms and minimal, if any, social gains following involuntary admissions [
There are several possible explanations for these differences:
Patients with more or less chronic disorders and a consistently poor social situation may be involuntarily admitted because of fluctuating psychopathological risk indicators rather than because of generally high symptom levels. A mere regression to the mean will then show a reduction of risk levels, but not necessarily a substantial improvement of general symptoms or the social situation.
Suicidality and hostility may be particularly alarming for clinicians so that they focus treatment on them and, hence, achieve more substantial improvements on these symptoms than on other outcomes.
Hospital wards can provide a regulated and protective environment with supervision through staff and contacts with other patients. This setting might have an especially positive effect on suicidality and hostility [
Patients diagnosed with a psychotic disorder were less likely to show suicidality and hostility three months after involuntary admission. This finding held true when the influence of baseline suicidality and hostility levels and other patient characteristics were also considered in the analysis.
The high likelihood of the reduction of suicidality in patients with psychotic disorders (four times higher than for other patients) seem to be inconsistent with other studies which have shown a high risk of suicide in these patients, especially after discharge from hospital [
Having both suicidality and hostility at the time of involuntary admission did not predict a higher probability of having either suicidality or hostility after three months. This is inconsistent with some previous studies in which hostility was predictive of suicidal behavior. Yet, the previous studies were not conducted in involuntary patients [
In addition to baseline risk levels and the clinical diagnosis of a non-psychotic disorder, social factors were identified as predictors of suicidality and hostility after three months.
The association between unemployment and suicide risk is well documented in the general population [
Hostility after three months was more frequent among patients with previous hospitalisations, which may reflect a more persistent course of the illness, and among those living alone. Associations between social isolation and levels of hostility have been shown before [
In the absence of evidence from randomised controlled trials, the findings of this study provide the best available support to date that involuntary admissions are indeed followed by a reduction of suicidality and hostility. Even if these symptoms fluctuate over time and the identified improvements may be influenced by a regression to the mean, involuntary hospital admission is followed by a substantial and clinically relevant reduction in suicidality and hostility, in particular in patients with psychotic disorders.
The findings may inform ethical debates about the justification of involuntary admissions. One major aspect for ethical decision making in clinical practice is beneficence [
Future research should explore the exact mechanisms leading to improvements of suicidality and hostility, and identify which treatments are especially effective in facilitating these improvements. Interventions may aim to foster patients’ social inclusion. Getting patients into regular employment and overcoming their social isolation might have the specific benefit of risk reduction. This may require innovative strategies, e.g. using peer support, befriending schemes, and specific social interventions.
The authors would like to thank Thomas Kallert, Algirdas Dembinskas, Anastasia Karastergiou, Andrzej Kiejna, Lars Kjellin, Mario Maj, Petr Nawka, George Onchev, Jiri Raboch, Torres-Gonzalez, Tim Amos, Richard Morris, Til Wykes and their research teams for their part in the data collection, along with all the clinical staff and patients who took part.