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Jäger M, Tuch A, Theodoridou A, Hepp U, Stulz N. [Regional Variance of Rates of Involuntary Admission in Switzerland]. PSYCHIATRISCHE PRAXIS 2024. [PMID: 39374874 DOI: 10.1055/a-2364-9182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
OBJECTIVE Identification of predictors that contribute to explaining regional variance of involuntary admission (IA) in Switzerland. METHODS Multiple regression analysis including potential predictors and regional rates of IA at the level of utilisation-based care regions. RESULTS Authorisation to issue involuntary admission, assistance/guardianship, outpatient consultation rate in psychiatric practices, hospitalisation rate and urbanisation are significantly related to regional variation in IA rates. CONCLUSION Restrictive regulation of the authority to issue IA and voluntary outpatient psychosocial and administrative support measures can contribute to a reduction in the rates of IA.
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Affiliation(s)
- Matthias Jäger
- Erwachsenenpsychiatrie, Psychiatrie Baselland, Liestal, Schweiz
- Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Psychiatrische Universitätsklinik Zürich, Schweiz
| | - Alexandre Tuch
- Schweizerisches Gesundheitsobservatorium (Obsan), Neuchâtel, Schweiz
| | - Anastasia Theodoridou
- Erwachsenenpsychiatrie, Psychiatrie Baselland, Liestal, Schweiz
- Klinik für Psychiatrie, Psychotherapie und Psychosomatik, Psychiatrische Universitätsklinik Zürich, Schweiz
| | - Urs Hepp
- hepp-health, Zürich, Schweiz
- Klinik für Konsiliarpsychiatrie und Psychosomatik, Universitätsspital Zürich, Schweiz
| | - Niklaus Stulz
- Ärztliche Direktion, Integrierte Psychiatrie Winterthur - Zürcher Unterland, Winterthur, Schweiz
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Watkeys OJ, O'Hare K, Dean K, Laurens KR, Tzoumakis S, Harris MAClinEpi F, Carr VJ, Green MJ. Patterns of health service use for children with mental disorders in an Australian state population cohort. Aust N Z J Psychiatry 2024; 58:857-874. [PMID: 38912687 PMCID: PMC11440792 DOI: 10.1177/00048674241258599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
OBJECTIVES The rate of mental health services provided to children and young people is increasing worldwide, including in Australia. The aim of this study was to describe patterns of hospital and ambulatory mental health service use among a large population cohort of adolescents followed from birth, with consideration of variation by age, sex and diagnosis. METHODS Characteristics of services provided for children with mental disorder diagnoses between birth and age 17.5 years were ascertained for a population cohort of 85,642 children (52.0% male) born between 2002 and 2005, from 'Admitted Patients', 'Emergency Department' and 'Mental Health Ambulatory' records provided by the New South Wales and Australian Capital Territory Health Departments. RESULTS A total of 11,205 (~13.1%) children received at least one hospital or ambulatory health occasion of service for a mental health condition in the observation period. More than two-fifths of children with mental disorders had diagnoses spanning multiple categories of disorder over time. Ambulatory services were the most heavily used and the most common point of first contact. The rate of mental health service contact increased with age across all services, and for most categories of mental disorder. Girls were more likely to receive services for mental disorders than boys, but boys generally had an earlier age of first service contact. Finally, 3.1% of children presenting to mental health services experienced involuntary psychiatric inpatient admission. CONCLUSIONS The extent of hospital and ambulatory-based mental healthcare service among children emphasises the need for primary prevention and early intervention.
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Affiliation(s)
- Oliver J Watkeys
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
| | - Kirstie O'Hare
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
| | - Kimberlie Dean
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- Justice Health & Forensic Mental Network, Matraville, NSW, Australia
| | - Kristin R Laurens
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- School of Psychology and Counselling, Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Stacy Tzoumakis
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- Griffith Criminology Institute, Griffith University, Southport, QLD, Australia
- School of Criminology and Criminal Justice, Griffith University, Southport, QLD, Australia
| | - Felicity Harris MAClinEpi
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
| | - Vaughan J Carr
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- Department of Psychiatry, Monash University, Melbourne, VIC, Australia
| | - Melissa J Green
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
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Minchin M, Christiansen C, Maconick L, Johnson S. Area-level factors associated with variation in involuntary psychiatric hospitalisation across England: a cross-sectional, ecological study. Soc Psychiatry Psychiatr Epidemiol 2024:10.1007/s00127-024-02748-5. [PMID: 39190053 DOI: 10.1007/s00127-024-02748-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 08/09/2024] [Indexed: 08/28/2024]
Abstract
PURPOSE Involuntary hospitalisations for mental health care are rising in many high income countries, including England. Looking at variation between areas can help us understand why rates are rising and how this might be reversed. This cross-sectional, ecological study aimed to better understand variation in involuntary hospitalisations across England. METHOD The unit of analysis was Clinical Commissioning Groups (CCGs), NHS bodies responsible for delivering healthcare to local areas in England. 205 CCGs were included in the analysis. Demographic, clinical, and socioeconomic variables at CCG-level were extracted from national, open access data bases. The outcome variable was the rate of involuntary hospitalisation for psychiatric care under the 1983 Mental Health Act in 2021/22. RESULTS There was a four-fold difference between the CCGs with the highest and lowest involuntary hospitalisations. In an adjusted analysis, CCGs with a higher percentage of severe mental illness in the population, higher percentage of male population, and higher community and outpatient mental health care use showed a higher rate of involuntary hospitalisation. Depression, urbanicity, deprivation, ethnicity, and age were not strongly associated with involuntary hospitalisation after adjustment. These variables explained 10.68% of the variation in involuntary hospitalisations across CCGs. CONCLUSION Some demographic and clinical variables explained variation in involuntary hospitalisation between areas in England, however, most of the variance was unexplained. Complex relationships between urbanicity, deprivation, age, and ethnicity need to be further explored. The role of other influences, such as variation in service organisation or clinical practice, also need to be better understood.
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Affiliation(s)
- Matilda Minchin
- Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Road, London, W1T 7BN, UK
| | | | - Lucy Maconick
- Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Road, London, W1T 7BN, UK.
- Camden and Islington NHS Foundation Trust, St Pancras Hospital, 4 St Pancras Way, London, NW1 0PE, UK.
| | - Sonia Johnson
- Division of Psychiatry, University College London, Maple House, 149 Tottenham Court Road, London, W1T 7BN, UK
- Camden and Islington NHS Foundation Trust, St Pancras Hospital, 4 St Pancras Way, London, NW1 0PE, UK
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Efkemann SA, Lickiewicz J, Doedens P, Lantta T, Bali P, Husum TL. A Scoping Review on Staff Attitudes towards the Use of Coercion in Mental Healthcare. Healthcare (Basel) 2024; 12:1552. [PMID: 39201112 PMCID: PMC11354183 DOI: 10.3390/healthcare12161552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 09/02/2024] Open
Abstract
Attitudes of mental health professionals towards the use of coercion are highly relevant concerning its use coercion in mental healthcare, as mental health professionals have to weigh ethical arguments and decide within a legal frame in which situations to use coercion or not. Therefore, assessment of those attitudes is relevant for research in this field. A vital instrument to measure those attitudes towards the use of coercion is the Staff Attitude to Coercion Scale. This scoping review aims to provide a structured overview of the advantages and limitations in the assessment of attitudes toward coercion. We conducted a scoping review in Medline, PsycINFO, CINAHL, and Web of Science, based on the PRISMA-ScR. Inclusion criteria were empirical studies on the attitudes of mental health professionals. We included 80 studies and systematically mapped data about the main results and limitations in assessing attitudes toward coercion. The main results highlighted the relevance and increased interest in staff attitudes towards coercion in mental healthcare. Still, the majority of the included studies relied on a variety of different concepts and definitions concerning attitudes. The data further indicated difficulties in developing new and adapting existing assessment instruments because of the equivocal definitions of underlying concepts. To improve the research and knowledge in this area, future studies should be based on solid theoretical foundations. We identified the need for methodological changes and standardized procedures that take into account existing evidence from attitude research in social psychology, nursing science, and other relevant research fields. This would include an update of the Staff Attitude to Coercion Scale based on the limitations identified in this review.
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Affiliation(s)
- Simone Agnes Efkemann
- Department of Psychiatry, Psychotherapy and Preventive Medicine, LWL University Hospital, Ruhr University Bochum, 44791 Bochum, Germany
| | - Jakub Lickiewicz
- Department of Health Psychology, Jagiellonian University Medical College, 31-501 Krakow, Poland
| | - Paul Doedens
- Department of Psychiatry, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands
- Urban Vitality—Centre of Expertise, Faculty of Health, Amsterdam University of Applied Sciences, 1105 BD Amsterdam, The Netherlands
| | - Tella Lantta
- Department of Nursing Science, University of Turku, 20014 Turku, Finland;
- Centre for Forensic Behavioural Sciences, Swinburne University of Technology, Melbourne 3122, Australia
| | - Panagiota Bali
- Second Department of Psychiatry, Medical School, University General Hospital “Attikon”, National and Kapodistrian University of Athens, 12462 Chaidari, Greece
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Müller M, Brackmann N, Homan P, Vetter S, Seifritz E, Ajdacic-Gross V, Hotzy F. Predictors for early and long-term readmission in involuntarily admitted patients. Compr Psychiatry 2024; 128:152439. [PMID: 38039919 DOI: 10.1016/j.comppsych.2023.152439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 11/01/2023] [Accepted: 11/16/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND It is a common aim to reduce psychiatric readmissions. Although risk factors for readmissions were described, specific data in the group of patients with potentially aversively experienced involuntary admissions are lacking. To better understand underlying mechanisms, it is important to identify factors that are linked to readmissions in this specific patient group, which is the purpose of the current paper. METHODS A four-year cohort of N = 3575 involuntary admissions (IA) was followed-up for subsequent re-hospitalization. Demographic, administrative and clinical factors associated with short- (within 30 days) or long-term (> 30 days) readmissions were examined using logistic regression modelling. RESULTS Almost half of all IA cases were readmitted within the observation period, whereof every fifth readmission was within the first month after discharge from the involuntary index hospitalization. Adjusted regression modelling revealed problematic substance use at admission and assisted living or homelessness as risk factors for readmission, while high functioning at discharge, anxiety disorders, no subsequent treatment after discharge or IA due to danger to others were negatively associated with readmission. Factors specifically linked to short-term readmission were substance use and personality disorders, abscondence or discharge by initiation of the clinic, as well as being discharged to any place except the patient's home. There were no specific risk-factors for long-term readmission. CONCLUSIONS To prevent readmissions after IA, especially for patients at risk, the aim of treatment strategies should be to focus on intensive discharge planning, enable continuous treatment in the outpatient setting, and provide social support.
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Affiliation(s)
- Mario Müller
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Nathalie Brackmann
- Department of Forensic Psychiatry, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Philipp Homan
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Stefan Vetter
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Vladeta Ajdacic-Gross
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
| | - Florian Hotzy
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Lenggstrasse 31, 8032 Zürich, Switzerland.
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Hotzy F, Spiess M, Ruflin R, Schneeberger A, Traber R, Morandi S, Jaeger M, Theodoridou A. Association between perceived coercion and perceived level of information in involuntarily admitted patients: Results from a multicenter observational study in Switzerland. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2023; 91:101934. [PMID: 37738688 DOI: 10.1016/j.ijlp.2023.101934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/02/2023] [Accepted: 09/03/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND Involuntary admissions (IA) to psychiatric hospitals are controversial because they interfere with people's autonomy. In some situations, however, they appear to be unavoidable. Interestingly, not all patients perceive the same degree of coercion during IA. The aim of this study was to assess whether the level of knowledge about one's own IA is associated with perceived coercion. METHODS This multicenter observational study was conducted on n = 224 involuntarily admitted patients. Interviews were conducted at five study centers from April 2021 to November 2021. The Macarthur Admission Experience Survey was administered to assess perceived coercion. Knowledge of involuntary admission, perceptions of information received, and attitudes towards legal aspects of involuntary admission were also assessed. RESULTS We found that higher levels of knowledge about IA were negatively associated with perceived coercion at admission. Perceived coercion did not differ between study sites. Only half of the patients felt well informed about their IA, and about a quarter found the information they received difficult to understand. DISCUSSION Legislation in Switzerland requires that patients with IA be informed about the procedure. Strategies to improve patients' understanding of the information given to them about IA might be helpful to reduce perceived coercion, which is known to be associated with negative attitudes towards psychiatry, a disturbed therapeutic relationship, avoidance of psychiatry, and the risk of further coercion.
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Affiliation(s)
- Florian Hotzy
- Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
| | | | | | | | | | - Stéphane Morandi
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Switzerland; Cantonal Medical Office, General Directorate for Health of Canton of Vaud, Department of Health and Social Action (DSAS), Lausanne, Switzerland
| | - Matthias Jaeger
- Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland; Psychiatrie Baselland, Switzerland
| | - Anastasia Theodoridou
- Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland; Psychiatrie Baselland, Switzerland
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Păun RM, Pavel AN, Matei VP, Tudose C. Risk factors for involuntary admission in a Romanian patient sample. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2023; 91:101938. [PMID: 37956559 DOI: 10.1016/j.ijlp.2023.101938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Involuntary admission is widely used in psychiatry, usually requiring that the patient present an imminent danger to himself or others. Previous studies have established several predictors for involuntary admission, but they have been almost exclusively conducted in Western European or North American countries. By contrast, data on this topic from Eastern European countries is virtually absent. Historically, involuntary admission has been often used as a tool for political repression in Romania before the fall of the communist regime. While there have been significant changes in the legal framework in the last 30 years, there is still no real-world data to build upon. METHODS We analyzed a sample of 177 patients admitted to the "Alexandru Obregia" psychiatric hospital in Bucharest between November 2022 and January 2023, of which 49.7% (88) were involuntary hospitalizations. We collected socio-demographic and clinical data by both by direct interview, and by consulting patient records, attending physicians and relatives. RESULTS Socio-demographic factors predictive for involuntary admission were unemployment, lower income, and urban living. Of the clinical variables analyzed, diagnosis of psychosis or mania on admission carried increased risk of involuntary hospitalization, as did nonadherence to treatment, higher disease severity and aggression. Hospital presentation by police or ambulance carried significant additional risk compared to self-referral. CONCLUSION Certain categories of patients are considerably more likely to be involuntarily hospitalized and there appears to be considerable interrelatedness between the identified risk factors.
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Affiliation(s)
- Radu-Mihai Păun
- Department of Psychiatry, "Carol Davila" University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd, Bucharest, Romania; "Prof. Dr. Alexandru Obregia" Clinical Psychiatric Hospital, 10-12 Berceni Str, Bucharest, Romania
| | - Alexandru Neculai Pavel
- Department of Psychiatry, "Carol Davila" University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd, Bucharest, Romania
| | - Valentin Petre Matei
- Department of Psychiatry, "Carol Davila" University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd, Bucharest, Romania; "Prof. Dr. Alexandru Obregia" Clinical Psychiatric Hospital, 10-12 Berceni Str, Bucharest, Romania.
| | - Cătălina Tudose
- Department of Psychiatry, "Carol Davila" University of Medicine and Pharmacy, 8 Eroii Sanitari Bvd, Bucharest, Romania
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Whittington R, Aluh DO, Caldas-de-Almeida JM. Zero Tolerance for Coercion? Historical, Cultural and Organisational Contexts for Effective Implementation of Coercion-Free Mental Health Services around the World. Healthcare (Basel) 2023; 11:2834. [PMID: 37957978 PMCID: PMC10650021 DOI: 10.3390/healthcare11212834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/10/2023] [Accepted: 10/19/2023] [Indexed: 11/15/2023] Open
Abstract
Coercion of service users/patients when receiving care and treatment has been a serious dilemma for mental health services since at least the 18th century, and the debate about how best to minimise or even eradicate compulsion remains intense. Coercion is now, once again and rightly, at the top of the international policy agenda and the COST Action 'FOSTREN' is one example of a renewed commitment by service user advocates, practitioners and researchers to move forward in seriously addressing this problem. The focus of service improvement efforts has moved from pure innovation to practical implementation of effective interventions based on an understanding of the historical, cultural and political realities in which mental health services operate. These realities and their impact on the potential for change vary between countries across Europe and beyond. This article provides a novel overview by focusing on the historical, cultural and political contexts which relate to successful implementation primarily in Europe, North America and Australasia so that policy and practice in these and other regions can be adopted with an awareness of these potentially relevant factors. It also outlines some key aspects of current knowledge about the leading coercion-reduction interventions which might be considered when redesigning mental health services.
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Affiliation(s)
- Richard Whittington
- Centre for Research & Education in Security, Prisons and Forensic Psychiatry, Forensic Department Østmarka, St. Olav’s Hospital, 7030 Trondheim, Norway
- Department of Mental Health, Norwegian University of Science & Technology (NTNU), 7034 Trondheim, Norway
- Department of Public Health, Policy & Systems, University of Liverpool, Liverpool L69 3BX, UK
| | - Deborah Oyine Aluh
- Lisbon Institute of Global Mental Health, Comprehensive Health Research Centre, Nova Medical School, 1169-056 Lisbon, Portugal
- Department of Clinical Pharmacy and Pharmacy Management, University of Nigeria Nsukka, Nsukka 410105, Nigeria
| | - Jose-Miguel Caldas-de-Almeida
- Lisbon Institute of Global Mental Health, Comprehensive Health Research Centre, Nova Medical School, 1169-056 Lisbon, Portugal
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Gondek D, Bernardi L. Mental Health and Wellbeing of Population with Migrant Background in Switzerland - a Scoping Review and Evidence Map of Quantitative Evidence. J Immigr Minor Health 2023; 25:1108-1117. [PMID: 37237054 PMCID: PMC10509096 DOI: 10.1007/s10903-023-01490-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2023] [Indexed: 05/28/2023]
Abstract
We aimed to map the evidence, based on population-based and migrant-specific datasets in Switzerland, on mental health and wellbeing of the population with migrant background. The research questions were: What is known from the existing quantitative evidence about the mental health of the population with migrant background living in Switzerland? What are the research gaps that can be addressed with existing secondary datasets in Switzerland? We used the scoping review approach to describe existing research. We searched Ovid MEDLINE and APA PsycInfo (2015 - September 2022). This resulted in a total of 1862 potentially relevant studies. In addition, we manually searched other sources, such as Google Scholar. We used a evidence map to visually summarise research characteristics and identify research gaps. In total, 46 studies were included in this review. Most studies used cross-sectional design (78.3%, n = 36) and theirs aims were descriptive (84.8%, n = 39). The studies tend to examine mental health or wellbeing of the population with migrant background in the context of social determinants (69.6%, n = 32). The most frequently studied social determinants were at the individual level (96.9%, n = 31). Out of 46 included studies, 32.6% (n = 15) included depression or anxiety, and 21.7% (n = 10) post-traumatic stress disorder and other traumas. Other outcomes were less commonly investigated. There was a lack of studies using longitudinal data investigating mental health of migrants that go beyond descriptive aims (i.e., explanatory and predictive), and have large nationally representative samples. Moreover, there is a need for research examining social determinants of mental health and wellbeing at the structural, family and community levels. We propose that existing nationally representative population-based surveys are used to a greater extent to study various aspects of migrants' mental health and wellbeing.
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Affiliation(s)
- Dawid Gondek
- Swiss Centre of Expertise in Life Course Research (LIVES), University of Lausanne, Lausanne, Switzerland.
| | - Laura Bernardi
- Swiss Centre of Expertise in Life Course Research (LIVES), University of Lausanne, Lausanne, Switzerland
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Aluh DO, Aigbogun O, Ukoha-Kalu BO, Silva M, Grigaitė U, Pedrosa B, Santos-Dias M, Cardoso G, Caldas-de-Almeida JM. Beyond Patient Characteristics: A Narrative Review of Contextual Factors Influencing Involuntary Admissions in Mental Health Care. Healthcare (Basel) 2023; 11:1986. [PMID: 37510426 PMCID: PMC10379438 DOI: 10.3390/healthcare11141986] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/29/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Variations in the rates of involuntary admission (IA) reflect the influence of unexplained contextual variables that are typically too heterogeneous to be included in systematic reviews. This paper attempts to gather and analyze factors unrelated to the patients that have been linked to IA. The articles included in this review were selected by iteratively searching four electronic databases (PubMed, PsychINFO, EMBASE, and Web of Science). A total of 54 studies from 19 different countries and regions, including 14 European countries, the United States, Canada, China, Vietnam, and Taiwan, were selected. The factors were categorized as service-related factors, impactful events, seasonal and temporal factors, mental health legislation, staff factors, and public attitudes. The factors rarely act in isolation but rather interact and reinforce each other, causing a greater influence on IA. This paper explains how these factors present opportunities for robust and sustainable interventions to reduce IAs. The paper also identifies future directions for research, such as examining the effects of economic recessions. Enhancing global reporting standards is essential to validate future research and support further in-depth studies. The complexity of the factors influencing IA and the implicit role of society suggest that resolving it will require social change.
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Affiliation(s)
- Deborah Oyine Aluh
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Department of Clinical Pharmacy and Pharmacy Management, University of Nigeria Nsukka, Nsukka 410105, Nigeria
| | - Osaro Aigbogun
- Department of Management, Marketing and Digital Business, Curtin University, Miri 98009, Malaysia
| | | | - Manuela Silva
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
| | - Ugnė Grigaitė
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
| | - Barbara Pedrosa
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
| | - Margarida Santos-Dias
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
| | - Graça Cardoso
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
| | - José Miguel Caldas-de-Almeida
- Lisbon Institute of Global Mental Health (LIGMH), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
- Comprehensive Health Research Center (CHRC), NOVA Medical School, NOVA University of Lisbon, 1150-082 Lisboa, Portugal
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Huber CG, Steiger S, Möller J, Lang UE. [The Attitude of the Public Concerning Coercive Measures in Psychiatric Patients]. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2023. [PMID: 37044116 DOI: 10.1055/a-2036-7780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
OBJECTIVE To examine the attitude of the general public in Basel concerning the use of coercive measures while dealing with psychiatric patients. The common population indirectly governs the use of coercive measures in psychiatry by its stigmatization of people with psychiatric illnesses, and its attitude towards treatment in psychiatry and by local opinion leaders and reactions of social networks. METHODS The answers of 1,112 persons from a representative population survey were evaluated. Participants were mailed case vignettes and questionnaires, and asked if they considered involuntary admission, coercive medication, and/or seclusion as acceptable measures in dealing with psychiatric patients. RESULTS When symptoms of a psychotic disorder were present, 31.5% approved of at least one coercive measure, with 22% approval in the case of a borderline personality disorder, and 20.7% in the case of alcohol dependency. However, the overall rejection of coercive measures by the general public in Basel was high. The differential approval of the examined coercive measures depending on psychiatric symptoms was in line with professional medical and ethical guidelines. CONCLUSION Public attitudes have an indirect influence on the local use of coercive measures and should be included in the specialist psychiatric discourse.
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Affiliation(s)
- Christian G Huber
- Klinik für Erwachsene, Universitäre Psychiatrische Kliniken Basel, Basel, Switzerland
| | - Sahar Steiger
- Klinik für Erwachsene, Universitäre Psychiatrische Kliniken Basel, Basel, Switzerland
| | - Julian Möller
- Klinik für Erwachsene, Universitäre Psychiatrische Kliniken Basel, Basel, Switzerland
- Department of Psychology, Division of Clinical Psychology and Psychiatry, Universität Basel, Basel, Switzerland
| | - Undine E Lang
- Klinik für Erwachsene, Universitäre Psychiatrische Kliniken Basel, Basel, Switzerland
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12
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Müller M, Brackmann N, Jäger M, Theodoridou A, Vetter S, Seifritz E, Hotzy F. Predicting coercion during the course of psychiatric hospitalizations. Eur Psychiatry 2023; 66:e22. [PMID: 36700423 PMCID: PMC9981454 DOI: 10.1192/j.eurpsy.2023.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Coercive measures (such as seclusion, mechanical restraint, and forced medication) during psychiatric inpatient treatment should be avoided whenever possible. Different interventions were already developed to reduce coercion, but for their effective application, it is crucial to know the risk factors of individuals and clinical situations that might be associated with coercion. Since the results of previous studies differ considerably the current study aims to fill this gap by evaluating the course of the exertion of coercion in detail. METHODS In this study, we analyzed clinical, procedural, and sociodemographic data from patients (n = 16,607 cases) who were treated as inpatients in Switzerland's largest psychiatric institution with 320 beds during the years 2017 to 2020. We used regression models to identify predictors for the exertion of coercion, the number of coercive measures during a treatment episode and time until exertion of the first and last coercive measure. RESULTS Coercive measures are mostly used during the first days of treatment. We identified clinical parameters such as manic or psychotic episodes to be the most relevant predictors for the exertion of coercion. Cases with those disorders also received coercion more often and earlier in their treatment course than other diagnostic groups. Other promoting factors for frequency and early application of coercion were involuntary admission and factors of chronicity and clinical severity. CONCLUSIONS Knowing the risk factors may help to target preventive strategies for those at highest risk. In particular, interventions should focus on the critical timeframe at the beginning of treatment.
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Affiliation(s)
- Mario Müller
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Nathalie Brackmann
- Department of Forensic Psychiatry, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Matthias Jäger
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Anastasia Theodoridou
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Stefan Vetter
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
| | - Florian Hotzy
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zürich, Switzerland
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13
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Schneider M, Back M, Krückl JS, Moeller J, Lang UE, Huber CG. Compulsory psychiatric admissions in the canton of Basel-Stadt between September 2013 and April 2022: Analysis of the cantonal database of the Health Department of Basel-Stadt. Int J Soc Psychiatry 2022:207640221141020. [PMID: 36453089 DOI: 10.1177/00207640221141020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
BACKGROUND According to federal and cantonal law, persons with an acute mental illness can be admitted to a psychiatric hospital or another suitable institution against their will, when other therapeutic options are not available or have been exhausted. In the canton of Basel-Stadt, this is the responsibility of public health officers employed by the division of Social Medicine of the cantonal Health Department. AIMS This study aims to elucidate which factors influence the decision-making of public health officers regarding compulsory admissions over the period from September 2013 to April 2022 in the canton of Basel-Stadt. METHOD Leveraging comprehensive clinical data from the health department of the canton Basel-Stadt (N = 5,'550), we estimated a mixed effects logistic regression model to identify factors contributing to the decision of public-health officers to compulsorily admit patients, while controlling for potential clustering effects among public health officers. RESULTS The risk for compulsory admissions was most strongly predicted by the presence of potential self-harm. In comparison, while being a strong predictor, potential harm to others played a considerably lesser role. Furthermore, psychiatric syndrome, previous compulsory admissions, and the specific context of evaluation were significant predictors. Finally, we found no meaningful personal bias among public health officers. CONCLUSION The results suggest that public health officers' decision-making regarding compulsory admissions focuses on preventing self-harm and, to a lesser degree, harm to others. This indicates that such measures are only used as a measure of last resort, which is in line with current evidence regarding the detrimental effects of compulsory measures on treatment outcomes in psychiatry. Our findings suggest that all relevant stakeholders, including the police, share this perspective. Decision-making regarding compulsory admissions was mostly free of personal biases, suggesting adherence to shared professional standards by public health officers.
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Affiliation(s)
- Michael Schneider
- University Psychiatric Clinics Basel, University of Basel, Basel, Switzerland
| | - Moritz Back
- Health Department of Basel-Stadt, Cantonal Medical Service, Social Medicine, Basel, Switzerland
| | - Jana S Krückl
- University Psychiatric Clinics Basel, University of Basel, Basel, Switzerland.,Division of Clinical Psychology and Epidemiology, Department of Psychology, University of Basel, Basel, Switzerland
| | - Julian Moeller
- University Psychiatric Clinics Basel, University of Basel, Basel, Switzerland.,Division of Clinical Psychology and Epidemiology, Department of Psychology, University of Basel, Basel, Switzerland
| | - Undine E Lang
- University Psychiatric Clinics Basel, University of Basel, Basel, Switzerland
| | - Christian G Huber
- University Psychiatric Clinics Basel, University of Basel, Basel, Switzerland
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14
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Peters SJ, Schmitz-Buhl M, Karasch O, Zielasek J, Gouzoulis-Mayfrank E. Determinants of compulsory hospitalisation at admission and in the course of inpatient treatment in people with mental disorders-a retrospective analysis of health records of the four psychiatric hospitals of the city of Cologne. BMC Psychiatry 2022; 22:471. [PMID: 35836146 PMCID: PMC9284734 DOI: 10.1186/s12888-022-04107-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 06/30/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND We aimed to identify differences in predictors of involuntary psychiatric hospitalisation depending on whether the inpatient stay was involuntary right from the beginning since admission or changed from voluntary to involuntary in the course of in-patient treatment. METHODS We conducted an analysis of 1,773 mental health records of all cases treated under the Mental Health Act in the city of Cologne in the year 2011. 79.4% cases were admitted involuntarily and 20.6% were initially admitted on their own will and were detained later during the course of in-patient stay. We compared the clinical, sociodemographic, socioeconomic and environmental socioeconomic data (ESED) of the two groups. Finally, we employed two different machine learning decision-tree algorithms, Chi-squared Automatic Interaction Detection (CHAID) and Random Forest. RESULTS Most of the investigated variables did not differ and those with significant differences showed consistently low effect sizes. In the CHAID analysis, the first node split was determined by the hospital the patient was treated at. The diagnosis of a psychotic disorder, an affective disorder, age, and previous outpatient treatment as well as the purchasing power per 100 inhabitants in the living area of the patients also played a role in the model. In the Random Forest, age and the treating hospital had the highest impact on the accuracy and decrease in Gini of the model. However, both models achieved a poor balanced accuracy. Overall, the decision-tree analyses did not yield a solid, causally interpretable prediction model. CONCLUSION Cases with detention at admission and cases with detention in the course of in-patient treatment were largely similar in respect to the investigated variables. Our findings give no indication for possible differential preventive measures against coercion for the two subgroups. There is no need or rationale to differentiate the two subgroups in future studies.
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Affiliation(s)
- Sönke Johann Peters
- LVR Institute for Healthcare Research, Wilhelm-Griesinger-Strasse 23, 51109 Cologne, Germany ,grid.411097.a0000 0000 8852 305XUniversity Hospital of Cologne, Cologne, Germany
| | - Mario Schmitz-Buhl
- LVR Clinics Cologne, Wilhelm-Griesinger-Strasse 23, 51109 Cologne, Germany
| | - Olaf Karasch
- LVR Institute for Healthcare Research, Wilhelm-Griesinger-Strasse 23, 51109 Cologne, Germany
| | - Jürgen Zielasek
- LVR Institute for Healthcare Research, Wilhelm-Griesinger-Strasse 23, 51109 Cologne, Germany ,grid.411327.20000 0001 2176 9917Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Euphrosyne Gouzoulis-Mayfrank
- LVR Institute for Healthcare Research, Wilhelm-Griesinger-Strasse 23, 51109, Cologne, Germany. .,LVR Clinics Cologne, Wilhelm-Griesinger-Strasse 23, 51109, Cologne, Germany.
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15
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Ma Y, Zhang J, Rosenheck R, He H. Why did China's mental health law have a limited effect on decreasing rates of involuntary hospitalization? Int J Ment Health Syst 2022; 16:32. [PMID: 35780209 PMCID: PMC9250239 DOI: 10.1186/s13033-022-00543-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 06/22/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND China's Mental Health Law (MHL) implemented in 2013 required increased consideration of the rights of people with mental illness and was expected to lead to a reduction in involuntary hospitalization (IH). This study aimed to examine the rates and correlates of IH in a large psychiatric hospital in Guangzhou from 2014 to 2017 after the implementation of MHL and a structured assessment of the need for IH. METHODS Unduplicated electronic medical records concerning all inpatients admitted to the hospital with a primary psychiatric diagnose were examined. Diagnostic, sociodemographic and socioeconomic data were used to identify correlates of IH using bivariate chi-square tests followed by logistic regression analysis. RESULTS Of 10, 818 hospitalized patients, there was a significant but small increase, from 71.6 to 74.9% in rates of IH in the years after a structured assessment of need for IH was implemented. Logistic regression analysis showed IH was positively associated with being younger, having a local residence, and a diagnosis of bipolar disorder, schizophrenia spectrum disorders or a substance abuse disorder as compared to those diagnosed with major depressive disorder. CONCLUSIONS IH did not decrease over the first four years after the implementation of China's MHL and a structured assessment in 2013 perhaps, reflecting the initiation of a systematic assessment of the need for IH and the relatively low number of psychiatric beds in this area.
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Affiliation(s)
- Yarong Ma
- Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), 36 Mingxin Rd. Liwan District, Guangzhou, 510370, China
| | - Jie Zhang
- Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), 36 Mingxin Rd. Liwan District, Guangzhou, 510370, China
| | - Robert Rosenheck
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Hongbo He
- Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), 36 Mingxin Rd. Liwan District, Guangzhou, 510370, China.
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16
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Hofmann AB, Schmid HM, Hofmann LA, Noboa V, Seifritz E, Vetter S, Egger ST. Impact of Compulsory Admission on Treatment and Outcome: A Propensity Score Matched Analysis. Eur Psychiatry 2022; 65:e6. [PMID: 35040426 PMCID: PMC8853855 DOI: 10.1192/j.eurpsy.2022.4] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background Despite multiple ethical issues and little evidence of their efficacy, compulsory admission and treatment are still common psychiatric practice. Therefore, we aimed to assess potential differences in treatment and outcome between voluntarily and compulsorily admitted patients. Methods We extracted clinical data from inpatients treated in an academic hospital in Zurich, Switzerland between January 1, 2013 and December 31, 2019. Observation time started upon the first admission and ended after a one-year follow-up after the last discharge. Several sociodemographic and clinical characteristics, including Health of the Nation Outcome Scales (HoNOS) scores, were retrospectively obtained. We then identified risk factors of compulsory admission using logistic regression in order to perform a widely balanced propensity score matching. Altogether, we compared 4,570 compulsorily and 4,570 voluntarily admitted propensity score-matched patients. Multiple differences between these groups concerning received treatment, coercive measures, clinical parameters, and service use outcomes were detected. Results Upon discharge, compulsorily admitted patients reached a similar HoNOS sum score in a significantly shorter duration of treatment. They were more often admitted for crisis interventions, were prescribed less pharmacologic treatment, and received fewer therapies. During the follow-up, voluntarily admitted patients were readmitted more often, while the time to readmission did not differ. Conclusions Under narrowly set circumstances, compulsory admissions might be helpful to avert and relieve exacerbations of severe psychiatric disorders.
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Affiliation(s)
- Andreas B Hofmann
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland
| | - Hanna M Schmid
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland
| | - Lena A Hofmann
- Faculty of Medicine, Department of Forensic Psychiatry, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland
| | - Vanessa Noboa
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland.,Faculty of Medicine, San Francisco de Quito University, Quito, Ecuador
| | - Erich Seifritz
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland
| | - Stefan Vetter
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland
| | - Stephan T Egger
- Faculty of Medicine, Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital, University of Zurich, Zurich, Switzerland.,Faculty of Medicine, Department of Psychiatry, University of Oviedo, Oviedo, Spain
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17
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Sociodemographic, Circumstantial, and Psychopathological Predictors of Involuntary Admission of Patients with Acute Psychosis. PSYCHIATRY INTERNATIONAL 2021. [DOI: 10.3390/psychiatryint2030024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Studies have consistently determined that patients with acute psychosis are more likely to be involuntarily admitted, although few studies examine specific risk factors of involuntary admission (IA) among this patient group. Data from all patients presenting in the psychiatric emergency department (PED) over a period of one year were extracted. Acute psychosis was identified using specific diagnostic criteria. Predictors of IA were determined using logistic regression analysis. Out of 2533 emergency consultations, 597 patients presented with symptoms of acute psychosis, of whom 118 were involuntarily admitted (19.8%). Involuntarily admitted patients were more likely to arrive via police escort (odds ratio (OR) 10.94) or ambulance (OR 2.95), live in a psychiatric residency/nursing home (OR 2.76), report non-adherence to medication (OR 2.39), and were less likely to suffer from (comorbid) substance abuse (OR 0.53). Use of mechanical restraint was significantly associated with IA (OR 13.31). Among psychopathological aspects, aggressiveness was related to the highest risk of IA (OR 6.18), followed by suicidal intent (OR 5.54), disorientation (OR 4.66), tangential thinking (OR 3.95), and suspiciousness (OR 2.80). Patients stating fears were less likely to be involuntarily admitted (OR 0.25). By understanding the surrounding influencing factors, patient care can be improved with the aim of reducing the use of coercion.
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18
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Silva B, Gholam M, Golay P, Bonsack C, Morandi S. Predicting involuntary hospitalization in psychiatry: A machine learning investigation. Eur Psychiatry 2021; 64:e48. [PMID: 34233774 PMCID: PMC8316455 DOI: 10.1192/j.eurpsy.2021.2220] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Background Coercion in psychiatry is a controversial issue. Identifying its predictors and their interaction using traditional statistical methods is difficult, given the large number of variables involved. The purpose of this study was to use machine-learning (ML) models to identify socio-demographic, clinical and procedural characteristics that predict the use of compulsory admission on a large sample of psychiatric patients. Methods We retrospectively analyzed the routinely collected data of all psychiatric admissions that occurred between 2013 and 2017 in the canton of Vaud, Switzerland (N = 25,584). The main predictors of involuntary hospitalization were identified using two ML algorithms: Classification and Regression Tree (CART) and Random Forests (RFs). Their predictive power was compared with that obtained through traditional logistic regression. Sensitivity analyses were also performed and missing data were imputed through multiple imputation using chain equations. Results The three models achieved similar predictive balanced accuracy, ranging between 68 and 72%. CART showed the lowest predictive power (68%) but the most parsimonious model, allowing to estimate the probability of being involuntarily admitted with only three checks: aggressive behaviors, who referred the patient to hospital and primary diagnosis. The results of CART and RFs on the imputed data were almost identical to those obtained on the original data, confirming the robustness of our models. Conclusions Identifying predictors of coercion is essential to efficiently target the development of professional training, preventive strategies and alternative interventions. ML methodologies could offer new effective tools to achieve this goal, providing accurate but simple models that could be used in clinical practice.
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Affiliation(s)
- Benedetta Silva
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,Department of Health and Social Action (DSAS), Cantonal Medical Office, General Directorate for Health of Canton of Vaud, Lausanne, Switzerland
| | - Mehdi Gholam
- Epidemiology and Psychopathology Research Unit, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,Ecole Polytechnique Fédérale de Lausanne EPFL, School of Basic Sciences, Institute of Mathematics, Lausanne, Switzerland
| | - Philippe Golay
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,General Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Charles Bonsack
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Stéphane Morandi
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,Department of Health and Social Action (DSAS), Cantonal Medical Office, General Directorate for Health of Canton of Vaud, Lausanne, Switzerland
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19
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Silva M, Antunes A, Azeredo-Lopes S, Loureiro A, Saraceno B, Caldas-de-Almeida JM, Cardoso G. Factors associated with involuntary psychiatric hospitalization in Portugal. Int J Ment Health Syst 2021; 15:37. [PMID: 33879207 PMCID: PMC8056508 DOI: 10.1186/s13033-021-00460-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 04/07/2021] [Indexed: 11/24/2022] Open
Abstract
Background Identifying which factors contribute to involuntary psychiatric hospitalization may support initiatives to reduce its frequency. This study examines the sociodemographic, clinical, and contextual factors associated with involuntary hospitalization of patients from five Portuguese psychiatric departments in 2002, 2007 and 2012. Methods Data from all admissions were extracted from clinical files. A Poisson generalized linear model estimated the association between the number of involuntary hospitalizations per patient in one year and sociodemographic, clinical, and contextual factors. Results An increment of involuntary hospitalizations was associated with male gender [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 1.31; 95%CI 1.06–1.62, p < 0.05], having secondary and higher education [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 1.45; 95%CI 1.05–2.01, p < 0.05, and exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 1.89; 95%CI 1.38–2.60, p < 0.001, respectively], a psychiatric diagnosis of psychosis [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 2.02; 95%CI 1.59–2.59, p < 0.001], and being admitted in 2007 and in 2012 [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 1.61; 95%CI 1.21–2.16, p < 0.01, and exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 1.73; 95%CI 1.31–2.32, p < 0.001, respectively]. A decrease in involuntary hospitalizations was associated with being married/cohabitating [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 0.74; 95%CI 0.56–0.99, p < 0.05], having experienced a suicide attempt [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 0.26; 95%CI 0.15–0.42, p < 0.001], and belonging to the catchment area of three of the psychiatric services evaluated [exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 0.65; 95%CI 0.49–0.86, p < 0.01, exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 0.67; 95%CI 0.49–0.90, p < 0.01, and exp(\documentclass[12pt]{minimal}
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\begin{document}$$\widehat{\upbeta }$$\end{document}β^) = 0.67; 95%CI 0.46–0.96, p < 0.05 for Hospital de Magalhães Lemos, Centro Hospitalar Psiquiátrico de Lisboa and Unidade Local de Saúde do Baixo Alentejo, respectively]. Conclusions The findings suggest that involuntary psychiatric hospitalizations in Portugal are associated with several sociodemographic, clinical, and contextual factors. This information may help identify high-risk patients and inform the development of better-targeted preventive interventions to reduce these hospitalizations.
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Affiliation(s)
- Manuela Silva
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisbon, Portugal. .,Lisbon Institute of Global Mental Health, Lisbon, Portugal.
| | - Ana Antunes
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisbon, Portugal.,Lisbon Institute of Global Mental Health, Lisbon, Portugal
| | | | - Adriana Loureiro
- Centre of Studies on Geography and Spatial Planning (CEGOT), Faculty of Arts and Humanities, Coimbra, Portugal
| | - Benedetto Saraceno
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisbon, Portugal.,Lisbon Institute of Global Mental Health, Lisbon, Portugal
| | - José Miguel Caldas-de-Almeida
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisbon, Portugal.,Lisbon Institute of Global Mental Health, Lisbon, Portugal
| | - Graça Cardoso
- Comprehensive Health Research Centre (CHRC), NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisbon, Portugal.,Lisbon Institute of Global Mental Health, Lisbon, Portugal
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20
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Moetteli S, Heinrich R, Jaeger M, Amodio C, Roehmer J, Maatz A, Seifritz E, Theodoridou A, Hotzy F. Psychiatric Emergencies in the Community: Characteristics and Outcome in Switzerland. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2021; 48:1055-1064. [PMID: 33608861 PMCID: PMC8502162 DOI: 10.1007/s10488-021-01117-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/05/2021] [Indexed: 10/24/2022]
Abstract
Psychiatric emergencies occur frequently in the community setting, e.g. the patient's home or public places. Little is known about the characteristics and outcome of these situations. This study describes psychiatric emergencies in the canton of Zurich, Switzerland, and examines determinants of their outcome. We retrospectively analyzed 620 medical records of consultations classified as psychiatric emergencies of a 24/7 service of community-based emergency physicians. Information on sociodemographic, clinical and situational factors was extracted. The observation period was 6 months in 2017. Binary logistic regression was used to examine predictors for involuntary admissions. Most emergency consultations (64.5%) took place at the patient's home, followed by police stations (31.0%), public places (3.2%), and somatic hospitals (1.3%). Patient characteristics and reasons for consultation varied considerably between the locations. The first involved person was commonly a relative. Of all consultations, 38.4% resulted in involuntary admissions, mainly in patients with psychosis, suicidality, aggression, refusal of necessary treatment and previous involuntary admissions. Situation-related factors and the involvement of relatives were no significant predictors of the outcome. Psychiatric emergencies occur in different places and in patients with a variety of psychiatric symptoms. Although half of the emergency situations were resolved in the community, the rate of involuntary admissions was still high. For additional reduction, the further development of quickly available alternatives to psychiatric inpatient treatment is required. These should be specifically geared towards acute situations in patients with the described risk factors. Additionally, the role of relatives during psychiatric emergencies should be further studied.
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Affiliation(s)
- Sonja Moetteli
- Department for Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland
| | | | | | | | | | - Anke Maatz
- Department for Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland
| | - Erich Seifritz
- Department for Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland
| | - Anastasia Theodoridou
- Department for Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland
| | - Florian Hotzy
- Department for Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
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21
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Kaikoushi K, Middleton N, Chatzittofis A, Bella E, Alevizopoulos G, Karanikola M. Socio-Demographic and Clinical Characteristics of Adults With Psychotic Symptomatology Under Involuntary Admission and Readmission for Compulsory Treatment in a Referral Psychiatric Hospital in Cyprus. Front Psychiatry 2021; 12:602274. [PMID: 33679473 PMCID: PMC7925878 DOI: 10.3389/fpsyt.2021.602274] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 01/18/2021] [Indexed: 01/23/2023] Open
Abstract
Socio-demographic and clinical characteristics of adults under compulsory psychiatric treatment, have not been reported adequately in Southern European countries. We investigated the socio-demographic and clinical characteristics of adults with psychotic symptomatology who were involuntarily treated in the acute Mental Health Services in Cyprus. A descriptive cross-sectional study was applied. Data collection (December 2016 to February 2018) achieved via a structured questionnaire including demographic and clinical variables. Census sampling was applied in Cyprus referral center for compulsory psychiatric treatment. The sample included 406 individuals (262 males, 144 females). Approximately 86.2% were single, 77.6% were unemployed, and 24.9% held a bachelor's degree. The most frequent clinical diagnosis was schizophrenia or a relevant psychotic disorder (86.4%). The most frequent admission cause was non-adherence to pharmacotherapy along with disorganized behavior (agitation and/or self-care deficit, and/or aggressive behavior, and/or suicidal behavior) (53.6%). Moreover, 70.7% of the sample reported a positive personal history of mental health problems, while 42.1% reported a positive family history of mental health disorders. Half of the participants (52%) were previously involuntarily admitted for compulsory treatment. Adjusted associations of readmission status were reported with Cypriot ethnicity (OR: 4.40, 95%CI: 2.58-7.50), primary education only (OR: 3.70, 95%CI: 1.64-8.37), readmission due to disorganized behavior along with non-adherence to pharmacotherapy (OR: 10.84, 95%CI: 2.69-43.72), as well as along with substance use (OR: 6.39, 95%CI: 1.52-26.82). Readmission was almost five times more likely to occur due to suicidal behavior (OR: 5.01, 95%CI: 1.09-22.99) compared to disorganized behavior not otherwise specified. Additionally, those with a diagnosis of schizophrenia were more than 12 times more frequently readmitted for compulsory treatment compared to other diagnoses (OR 12.15, 95%CI: 1.04-142). Moreover, the participants with higher secondary education had 54.6% less odds to be involuntarily re-admitted compared to Bachelor degree holders (OR 0.442, 95%CI: 0.24-0.79). A high percentage of involuntary treatment was noted due to non-adherence to pharmacotherapy and substance use. Re-evaluation of the effectiveness of relevant community interventions is suggested, as well as implementation of structured educational programs on therapy adherence during psychiatric hospitalization.
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Affiliation(s)
- Katerina Kaikoushi
- Cyprus Nursing Services, Ministry of Health, Nicosia, Cyprus
- Nursing Department, Faculty of Health Sciences, Cyprus University of Technology, Limassol, Cyprus
| | - Nicos Middleton
- Nursing Department, Faculty of Health Sciences, Cyprus University of Technology, Limassol, Cyprus
| | | | | | - Giorgos Alevizopoulos
- Psychiatric Clinic, Agioi Anargyroi Hospital, Faculty of Nursing, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Karanikola
- Nursing Department, Faculty of Health Sciences, Cyprus University of Technology, Limassol, Cyprus
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22
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Efkemann SA, Ueberberg B, Haußleiter IS, Hoffmann K, Juckel G. Socio-economic impact on involuntary admissions and coercive measures in psychiatric hospitals in Germany. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2020; 71:101597. [PMID: 32768099 DOI: 10.1016/j.ijlp.2020.101597] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 06/03/2020] [Accepted: 06/09/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVE The present study aimed to characterize involuntary psychiatric admissions and coercive measures within psychiatric hospitals regarding their temporal development and processual aspects. Moreover, the influence of socio-economic factors on involuntary admissions and coercive measures was investigated. METHODS Different data sets from the federal state of North-Rhine Westphalia (NRW) were used in this study. In addition to a survey in which n = 33 hospitals responded (40.7%), official data from the Federal Health Ministry were analysed over a decade regarding involuntary admissions and coercive measures. These data were available for all n = 54 districts, respectively, all n = 81 psychiatric hospitals in NRW. Datasets were mainly analysed comparing different socio-economic clusters. RESULTS The hospital admission rate increased significantly over time (from 1.12 to 1.34 per 1000 inhabitants) within ten years. However, whereas the admission rates differed significantly between socio-economic clusters, the amount of coercive measures used in the hospitals did not. Compared to general psychiatry and addiction medicine, geriatric psychiatry had the highest amount of involuntary admissions (12.2% under public law, 14.1% under civil law). Furthermore, most coercive measures lasted at least an hour. CONCLUSION It seems that, despite intense discussions and enhanced efforts to reduce coercion, there are still some neglected aspects, such as the need for coercive measures and their duration, particularly in the geriatric psychiatric setting. In addition, the results show that further approaches to prevent involuntary admissions are needed to address other stakeholders beyond the hospitals and further aspects of the socio-economic environment.
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Affiliation(s)
- S A Efkemann
- Department of Psychiatry, Psychotherapy and Preventive Medicine, LWL University Hospital, Ruhr University Bochum, Germany.
| | - B Ueberberg
- LWL-Institute of Mental Health, LWL University Hospital, Ruhr University Bochum, Germany
| | - I S Haußleiter
- Department of Psychiatry, Psychotherapy and Preventive Medicine, LWL University Hospital, Ruhr University Bochum, Germany; LWL-Institute of Mental Health, LWL University Hospital, Ruhr University Bochum, Germany
| | - K Hoffmann
- Department of Psychiatry, Psychotherapy and Preventive Medicine, LWL University Hospital, Ruhr University Bochum, Germany; LWL-Institute of Mental Health, LWL University Hospital, Ruhr University Bochum, Germany
| | - G Juckel
- Department of Psychiatry, Psychotherapy and Preventive Medicine, LWL University Hospital, Ruhr University Bochum, Germany; LWL-Institute of Mental Health, LWL University Hospital, Ruhr University Bochum, Germany
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23
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Morandi S, Silva B, Bonsack C, Golay P. Propensity to decide on involuntary hospitalisation in primary medical care: Dispositional or situational determinants? INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2020; 69:101552. [PMID: 32241456 DOI: 10.1016/j.ijlp.2020.101552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 03/11/2020] [Accepted: 03/11/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND The incidence of involuntary hospitalisations varies widely among and within countries. One factor that could account for these variations is the local profile of medical doctors deciding on involuntary admissions. The first goal of this study was to test whether to decide on an involuntary hospitalisation was an individual or a situational disposition. The second goal was to explore doctors' characteristics associated with the use of coercion in specific situations. METHOD Medical doctors of four French-speaking Swiss cantons with the competence, according to cantonal laws, to decide on an involuntary hospitalisation were invited to take part in an online survey. Respondents were asked whether they would decide on an involuntary hospitalisation or not in seven clinical vignettes. Propensity to decide on involuntary hospitalisation was estimated with a two-parameter logistic item response model and latent class analysis. Univariate logistic regression models were used to test whether individual factors were associated with the use of coercion in each situation. RESULTS 192 medical doctors completed the online questionnaire. There was near-zero correlation between vignettes: an involuntary hospitalisation decided on by a doctor in one situation was not related to the use of coercion in another. No subgroup was more prone to generally resort to coercion. However, some individual characteristics were related to the use of coercion in specific situations. CONCLUSIONS Medical doctors' propensity to use coercion for mental health problems was better accounted for by situational rather than dispositional factors. Thus, the use of coercion should be examined as a multidimensional concept.
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Affiliation(s)
- Stéphane Morandi
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Place Chauderon 18, 1003 Lausanne, Switzerland; Cantonal Medical Office, Public Health Service of Canton Vaud, Department of Health and Social Action (DSAS), Avenue des Casernes 2, 1014 Lausanne, Switzerland.
| | - Benedetta Silva
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Place Chauderon 18, 1003 Lausanne, Switzerland; Cantonal Medical Office, Public Health Service of Canton Vaud, Department of Health and Social Action (DSAS), Avenue des Casernes 2, 1014 Lausanne, Switzerland
| | - Charles Bonsack
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Place Chauderon 18, 1003 Lausanne, Switzerland
| | - Philippe Golay
- Community Psychiatry Service, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Place Chauderon 18, 1003 Lausanne, Switzerland
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Walker S, Mackay E, Barnett P, Sheridan Rains L, Leverton M, Dalton-Locke C, Trevillion K, Lloyd-Evans B, Johnson S. Clinical and social factors associated with increased risk for involuntary psychiatric hospitalisation: a systematic review, meta-analysis, and narrative synthesis. Lancet Psychiatry 2019; 6:1039-1053. [PMID: 31777340 PMCID: PMC7029280 DOI: 10.1016/s2215-0366(19)30406-7] [Citation(s) in RCA: 102] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 09/26/2019] [Accepted: 09/27/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Use of involuntary psychiatric hospitalisation varies widely within and between countries. The factors that place individuals and populations at increased risk of involuntary hospitalisation are unclear, and evidence is needed to understand these disparities and inform development of interventions to reduce involuntary hospitalisation. We did a systematic review, meta-analysis, and narrative synthesis to investigate risk factors at the patient, service, and area level associated with involuntary psychiatric hospitalisation of adults. METHODS We searched MEDLINE, PsycINFO, Embase, and the Cochrane Controlled Clinical Register of Trials from Jan 1, 1983, to Aug 14, 2019, for studies comparing the characteristics of voluntary and involuntary psychiatric inpatients, and studies investigating the characteristics of involuntarily hospitalised individuals in general population samples. We synthesised results using random effects meta-analysis and narrative synthesis. Our review follows Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines and is registered on PROSPERO, CRD42018095103. FINDINGS 77 studies were included from 22 countries. Involuntary rather than voluntary hospitalisation was associated with male gender (odds ratio 1·23, 95% CI 1·14-1·32; p<0·0001), single marital status (1·47, 1·18-1·83; p<0·0001), unemployment (1·43, 1·07-1·90; p=0·020), receiving welfare benefits (1·71, 1·28-2·27; p<0·0001), being diagnosed with a psychotic disorder (2·18, 1·95-2·44; p<0·0001) or bipolar disorder (1·48, 1·24-1·76; p<0·0001), and previous involuntary hospitalisation (2·17, 1·62-2·91; p<0·0001). Using narrative synthesis, we found associations between involuntary psychiatric hospitalisation and perceived risk to others, positive symptoms of psychosis, reduced insight into illness, reduced adherence to treatment before hospitalisation, and police involvement in admission. On a population level, some evidence was noted of a positive dose-response relation between area deprivation and involuntary hospitalisation. INTERPRETATION Previous involuntary hospitalisation and diagnosis of a psychotic disorder were factors associated with the greatest risk of involuntary psychiatric hospitalisation. People with these risk factors represent an important target group for preventive interventions, such as crisis planning. Economic deprivation on an individual level and at the population level was associated with increased risk for involuntary hospitalisation. Mechanisms underpinning the risk factors could not be identified using the available evidence. Further research is therefore needed with an integrative approach, which examines clinical, social, and structural factors, alongside qualitative research into clinical decision-making processes and patients' experiences of the detention process. FUNDING Commissioned by the Department of Health and funded by the National Institute of Health Research (NIHR) via the NIHR Mental Health Policy Research Unit.
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Affiliation(s)
- Susan Walker
- Division of Psychiatry, University College London, London, UK; Great Ormond Street Institute of Child Health, University College London, London, UK.
| | - Euan Mackay
- Department of Clinical Educational and Health Psychology, Centre for Outcomes Research and Effectiveness, University College London, London, UK
| | - Phoebe Barnett
- Department of Clinical Educational and Health Psychology, Centre for Outcomes Research and Effectiveness, University College London, London, UK
| | - Luke Sheridan Rains
- Division of Psychiatry, University College London, London, UK; National Institute of Health Research Mental Health Policy Research Unit, University College London, London, UK
| | - Monica Leverton
- Division of Psychiatry, University College London, London, UK
| | - Christian Dalton-Locke
- Division of Psychiatry, University College London, London, UK; National Institute of Health Research Mental Health Policy Research Unit, University College London, London, UK
| | - Kylee Trevillion
- National Institute of Health Research Mental Health Policy Research Unit, University College London, London, UK; Section of Women's Mental Health, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Brynmor Lloyd-Evans
- Division of Psychiatry, University College London, London, UK; National Institute of Health Research Mental Health Policy Research Unit, University College London, London, UK
| | - Sonia Johnson
- Division of Psychiatry, University College London, London, UK; National Institute of Health Research Mental Health Policy Research Unit, University College London, London, UK
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