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Papadopoulou V, Arvaniti A, Kalamara E, Georgaca E, Stylianidis S, Peppou LE, Samakouri M. Outcome of Involuntary Mental Health Assessment in a Psychiatric Department in Greece. Healthcare (Basel) 2023; 11:2977. [PMID: 37998469 PMCID: PMC10671104 DOI: 10.3390/healthcare11222977] [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: 10/05/2023] [Revised: 11/07/2023] [Accepted: 11/15/2023] [Indexed: 11/25/2023] Open
Abstract
Despite their controversiality, involuntary admissions in psychiatric departments remain a central issue in mental health care. The present study aims to identify demographic and clinical factors possibly associated with emergency involuntary psychiatric assessment and its outcome in Greece. This study was carried out in the psychiatric department of the University General Hospital of Alexandroupolis (UGHA) from 1 March 2018 to 28 February 2019. The sample included 191 individuals who had been psychiatrically assessed without their consent following a prosecutorial order. The majority of the involuntary assessments resulted in hospitalization (71%), with 51% of them resulting in involuntary hospitalization. Almost all patients diagnosed with "F20-29 schizophrenia, schizotypal and delusional disorders" were subsequently admitted to the psychiatric department of the UGHA (77 of 81, 66 of them involuntarily). Higher admission rates were recorded among those who had been referred from the Prosecutor's Office of regions that are located far from the psychiatric department of UGHA (Fisher's exact test, p-value = 0.045). In multivariate logistic regression, prior contact with psychiatric services and having an "F20-29 schizophrenia, schizotypal and delusional disorders" diagnosis was statistically significant with admission to the hospital as an outcome variable. Our study suggests an increased risk of involuntary admission among patients with psychosis, patients who had visited a psychiatric service prior to their assessment as well as those living further away from the main psychiatric services of the hospital. Better organization of community psychiatric services in remote places from hospital central services may lead to fewer prosecutorial referrals and coercive measures.
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Affiliation(s)
- Vasiliki Papadopoulou
- Department of Psychiatry, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (V.P.); (E.K.); (M.S.)
| | - Aikaterini Arvaniti
- Department of Psychiatry, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (V.P.); (E.K.); (M.S.)
- University General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
| | - Eleni Kalamara
- Department of Psychiatry, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (V.P.); (E.K.); (M.S.)
- European Asylum Support Office (EASO), 1917 Valletta MRS, Malta
| | - Eugenie Georgaca
- School of Psychology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Stelios Stylianidis
- Department of Psychology, Panteion University of Social Sciences, 17671 Athens, Greece; (S.S.); (L.E.P.)
| | - Lily E. Peppou
- Department of Psychology, Panteion University of Social Sciences, 17671 Athens, Greece; (S.S.); (L.E.P.)
| | - Maria Samakouri
- Department of Psychiatry, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece; (V.P.); (E.K.); (M.S.)
- University General Hospital of Alexandroupolis, 68100 Alexandroupolis, Greece
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Castillo-Sánchez G, Acosta MJ, Garcia-Zapirain B, De la Torre I, Franco-Martín M. Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior. Int J Ment Health Addict 2022:1-22. [PMID: 35873865 PMCID: PMC9294773 DOI: 10.1007/s11469-022-00868-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/28/2022] [Indexed: 11/02/2022] Open
Abstract
Suicide was the main source of death from external causes in Spain in 2020, with 3,941 cases. The importance of identifying those mental disorders that influenced hospital readmissions will allow us to manage the health care of suicidal behavior. The feature selection of each hospital in this region was carried out by applying Machine learning (ML) and traditional statistical methods. The results of the characteristics that best explain the readmissions of each hospital after assessment by the psychiatry specialist are presented. Adjustment disorder, alcohol abuse, depressive syndrome, personality disorder, and dysthymic disorder were selected for this region. The most influential methods or characteristics associated with suicide were benzodiazepine poisoning, suicidal ideation, medication poisoning, antipsychotic poisoning, and suicide and/or self-harm by jumping. Suicidal behavior is a concern in our society, so the results are relevant for hospital management and decision-making for its prevention.
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Affiliation(s)
- Gema Castillo-Sánchez
- Department of Signal Theory and Communications, and Telematics Engineering, Universidad de Valladolid, Paseo de Belén 15, 47011 Valladolid, Spain
| | | | | | - Isabel De la Torre
- Department of Signal Theory and Communications, and Telematics Engineering, Universidad de Valladolid, Paseo de Belén 15, 47011 Valladolid, Spain
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Gómez-Sánchez-Lafuente C, Guzman-Parra J, Suarez-Perez J, Bordallo-Aragon A, Rodriguez-de-Fonseca F, Mayoral-Cleries F. Trends in Psychiatric Hospitalizations of Patients With Dual Diagnosis in Spain. J Dual Diagn 2022; 18:92-100. [PMID: 35387575 DOI: 10.1080/15504263.2022.2053770] [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] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Substance use disorders are highly prevalent in people living with a mental health disorder. Co-occurring substance use disorders have been associated with a worse prognosis and poorer adherence to treatment. The aim of this study was to analyze the temporal trends in the prevalence of substance use disorders in patients admitted to a psychiatric inpatient unit between 1998 and 2020. METHODS This is a retrospective study based on the registry of 18,367 hospitalizations and 7,124 patients with a mental health disorder admitted during the period 1998 to 2020 in Malaga, Spain. Time trend analysis by gender and substance used was calculated using a segmented regression model. The permutation test was used to determine inflection points. A sensitivity analysis was performed based on the assumptions of autocorrelation and homoscedasticity. RESULTS A total of 22.2% of admissions had a diagnosis of mental health disorder and co-occurring substance use disorders. Prevalence was higher among males (30.0%) than females (9.4%; p < .001). Patients with both disorders had a shorter length of stay by 2 days (p < .001) and a younger age at first admission (by 6.5 years; p < .001) compared to patients without substance use disorders. There was no difference in the total number of hospitalizations between the two groups. Psychotic disorders and multiple drug use disorders were the most prevalent diagnoses in men compared to women, whereas personality disorders and alcohol use were the most common diagnoses in women. We observed an increase in the prevalence of dual diagnosis between 2005 and 2020. There was a 3.0% increase in cannabis-related admissions per year during the whole study period (p < .001). Cannabis and cocaine use disorders have become the most prevalent in the last 10 years, while opioid and alcohol use disorders have decreased. CONCLUSIONS Co-occurring substance use disorders are highly prevalent among hospitalized patients. In recent years, the pattern of substance use has shifted, with cannabis being the most prevalent, while opiates and alcohol substance use have decreased. We need to devise a specialized approach and integrative treatment for patients with co-occurring disorders.
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Affiliation(s)
- Carlos Gómez-Sánchez-Lafuente
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain.,Facultad de Psicología, Universidad de Malaga, Malaga, Spain
| | - Jose Guzman-Parra
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain
| | - Juan Suarez-Perez
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain
| | - Antonio Bordallo-Aragon
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain
| | - Fernando Rodriguez-de-Fonseca
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain.,Facultad de Psicología, Universidad de Malaga, Malaga, Spain
| | - Fermín Mayoral-Cleries
- Department of Mental Health, University General Hospital of Malaga, Institute of Biomedical Research in Malaga (IBIMA), Malaga, Spain
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Ge F, Zheng A, Wan M, Luo G, Zhang J. Psychological State Among the General Chinese Population Before and During the COVID-19 Epidemic: A Network Analysis. Front Psychiatry 2021; 12:591656. [PMID: 33716811 PMCID: PMC7952988 DOI: 10.3389/fpsyt.2021.591656] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 01/13/2021] [Indexed: 02/05/2023] Open
Abstract
Background: The infectious disease Coronavirus Disease 2019 (COVID-19) outbroke in 2019 spread to multiple countries. The quick spread of the virus and isolation strategies may trigger psychological problems. Our aim was to explore the dynamic network structure of the psychological state before and during the epidemic. Methods: A web-based survey was conducted in two stages: the T1 stage (1 January 2019 to 31 December 2019) and the T2 stage (1 February 2020 to 8 March 2020). In both stages, the Patient Health Questionnaire-9, General Anxiety Disorder-7, and Pittsburgh Sleep Quality Index were used to assess depression, anxiety, and sleep, respectively. Results: We matched the data based on IP addresses. We included 1,978, 1,547, and 2,061 individuals who completed the depression, anxiety, and sleep assessments, respectively, at both stages. During epidemics, psychomotor agitation/retardation, inability to relax, restless behavior, and the frequency of using medicine had high centrality. Meanwhile, the network structure of psychological symptoms becomes stronger than before the epidemic. Conclusion: Symptoms of psychomotor agitation/retardation, inability to relax, and restless behavior should be treated preferentially. It is necessary to provide mental health services, including timely and effective early psychological intervention. In addition, we should also pay attention to the way patients use medicines to promote sleep quality.
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Affiliation(s)
- Fenfen Ge
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Anni Zheng
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Mengtong Wan
- Wuyuzhang Honors College, Sichuan University, Chengdu, China
| | - Guan Luo
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Jun Zhang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
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Llanes-Álvarez C, llano JMAD, Álvarez-Navares AI, Roncero C, Pastor-Hidalgo MT, Garmendia-Leiza JR, Andrés-Alberola I, Franco-Martín MA. Hospitalization and Socio-Health Care for Dementia in Spain. J Clin Med 2020; 9:jcm9123875. [PMID: 33260542 PMCID: PMC7760198 DOI: 10.3390/jcm9123875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/20/2020] [Accepted: 11/25/2020] [Indexed: 11/24/2022] Open
Abstract
Dementias are brain diseases that affect long-term cognitive and behavioral functions and cause a decrease in the ability to think and remember that is severe enough to disturb daily functioning. In Spain, the number of people suffering from dementia is rising due to population ageing. Reducing admissions, many of them avoidable, would be advantageous for patients and care-providers. Understanding the correlation of admission of people with dementia and its trends in hospitalization would help us to understand the factors leading to admission. We conducted a cross-sectional study of the hospital discharge database of Castilla y León from 2005 to 2015, selecting hospitalizations for dementia. Trends in hospitalizations by year and age quartiles were studied by joinpoint regression analysis. 2807 out of 2,717,192 total hospitalizations (0.10%) were due to dementias; the main groups were degenerative dementia (1907) followed by vascular dementia (607). Dementias are not a major cause of hospitalization, but the average stay and cost are high, and many of them seem avoidable. Decreasing trends were detected in hospitalization rates for all dementias except for the group of mild cognitive impairment, which grew. An increasing–decreasing joinpoint detected in 2007 for vascular dementia and the general downward hospitalization trends for most dementias suggest that socio-health measures established since 2007 in Spain might play a key role in reducing hospitalizations.
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Affiliation(s)
- Carlos Llanes-Álvarez
- Department of Psychiatry, Complejo Asistencial de Zamora, 49022 Zamora, Spain;
- Correspondence: ; Tel.: +34-980-548-820 (ext. 48200)
| | - Jesús M. Andrés-de llano
- Department of Pediatrics, Complejo Asistencial Universitario de Palencia, 34005 Palencia, Spain;
| | - Ana I. Álvarez-Navares
- Department of Psychiatry, University of Salamanca Health Care Complex, 37007 Salamanca, Spain; (A.I.Á.-N.); (C.R.)
| | - Carlos Roncero
- Department of Psychiatry, University of Salamanca Health Care Complex, 37007 Salamanca, Spain; (A.I.Á.-N.); (C.R.)
| | | | - José R. Garmendia-Leiza
- General Direction of Information Systems, Quality and Pharmaceutical Provision at Castilla y León Health Authority, Regional Health Management, 47007 Valladolid, Spain;
| | - Irene Andrés-Alberola
- Castilla y León Health Authority, Complejo Asistencial Universitario de Palencia, 34005 Palencia, Spain;
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