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Molina JD, Amigo F, Vilagut G, Mortier P, Muñoz-Ruiperez C, Rodrigo Holgado I, Juanes González A, Combarro Ripoll CE, Alonso J, Rubio G. Impact of COVID-19 first wave on the mental health of healthcare workers in a Front-Line Spanish Tertiary Hospital: lessons learned. Sci Rep 2024; 14:8149. [PMID: 38589491 PMCID: PMC11001893 DOI: 10.1038/s41598-024-58884-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 04/04/2024] [Indexed: 04/10/2024] Open
Abstract
Healthcare workers (HCWs) were at high risk of experiencing psychological distress during COVID-19 pandemic. The objective of this study was to evaluate the impact on HCWs' mental health in a Spanish hospital. Cross-sectional study of HCW, active between May and June 2020. A web-based survey assessed probable current mental disorders (major depressive disorder [PHQ-8 ≥ 10], generalized anxiety disorder [GAD-7 ≥ 10], panic attacks, post-traumatic stress disorder [PTSD; PLC-5 ≥ 7], or substance use disorder [CAGE-AID ≥ 2]). The Sheehan Disability Scale (SDS) was used to assess severe impairment and items taken from the modified self-report version of the Columbia Suicide Severity Rating Scale (C-SSRS) assessed suicidal thoughts and behaviors. A total of 870 HCWs completed the survey. Most frequent probable mental disorders were major depressive disorder (33.6%), generalized anxiety disorder (25.5%), panic attacks (26.9%), PTSD (27.2%), and substance use disorder (5.0%). Being female, having aged 18-29 years, being an auxiliary nurse, direct exposure to COVID-19-infected patients, and pre-pandemic lifetime mental disorders were positively associated with mental issues. Hospital HCWs presented a high prevalence of symptoms of mental disorders, especially depression, PTSD, panic attacks, and anxiety. Younger individuals and those with lifetime mental disorders have been more vulnerable to experiencing them.
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Affiliation(s)
- Juan D Molina
- Centro de Investigación Biomédica en Red (CIBER) Salud Mental, Madrid, Spain.
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario, 12 de Octubre, Av. de Córdoba S.N, Madrid, Spain.
- Research Institute Hospital 12 de Octubre (I + 12), Madrid, Spain.
- Facultad de Medicina, Universidad Francisco de Vitoria, Madrid, Spain.
| | - Franco Amigo
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Philippe Mortier
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Carmen Muñoz-Ruiperez
- Occupational Medicine and Occupational Risk Prevention Service, Hospital Universitario, 12 de Octubre, Madrid, Spain
| | - Irene Rodrigo Holgado
- Clinic Psychologist, COVID-19 Assistance Project, 12 de Octubre University Hospital, Madrid, Spain
| | - Alba Juanes González
- Psychiatrist, COVID-19 Assistance Project, Consultation-Liaison Psychiatry Unit, 12 de Octubre University Hospital, Madrid, Spain
| | - Carolina Elisa Combarro Ripoll
- Psychiatrist, COVID-19 Assistance Project, Consultation-Liaison Psychiatry Unit, 12 de Octubre University Hospital, Madrid, Spain
| | - Jordi Alonso
- Health Services Research Unit, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Gabriel Rubio
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario, 12 de Octubre, Av. de Córdoba S.N, Madrid, Spain
- Research Institute Hospital 12 de Octubre (I + 12), Madrid, Spain
- Department of Psychiatry, Faculty of Medicine, Complutense University of Madrid, Madrid, Spain
- Addictive Disorders Network, Redes Temáticas de Investigación Cooperativa (RETICS) (Thematic Networks of Cooperative Research in Health), Carlos III Health Institute, Ministerio de Ciencia e Innovación (MICINN) and Federación Española de Enfermedades Raras (FEDER), Madrid, Spain
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2
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Mortier P, Vilagut G, García-Mieres H, Alayo I, Ferrer M, Amigo F, Aragonès E, Aragón-Peña A, Asúnsolo Del Barco Á, Campos M, Espuga M, González-Pinto A, Haro JM, López Fresneña N, Martínez de Salázar AD, Molina JD, Ortí-Lucas RM, Parellada M, Pelayo-Terán JM, Pérez-Gómez B, Pérez-Zapata A, Pijoan JI, Plana N, Polentinos-Castro E, Portillo-Van Diest A, Puig T, Rius C, Sanz F, Serra C, Urreta-Barallobre I, Kessler RC, Bruffaerts R, Vieta E, Pérez-Solá V, Alonso J. Health service and psychotropic medication use for mental health conditions among healthcare workers active during the Spain Covid-19 Pandemic - A prospective cohort study using web-based surveys. Psychiatry Res 2024; 334:115800. [PMID: 38387166 DOI: 10.1016/j.psychres.2024.115800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 01/30/2024] [Accepted: 02/11/2024] [Indexed: 02/24/2024]
Abstract
Little is known about healthcare workers' (HCW) use of healthcare services for mental disorders. This study presents data from a 16-month prospective cohort study of Spanish HCW (n = 4,809), recruited shortly after the COVID-19 pandemic onset, and assessed at four timepoints using web-based surveys. Use of health services among HCW with mental health conditions (i.e., those having a positive screen for mental disorders and/or suicidal thoughts and behaviours [STB]) was initially low (i.e., 18.2 %) but increased to 29.6 % at 16-month follow-up. Service use was positively associated with pre-pandemic mental health treatment (OR=1.99), a positive screen for major depressive disorder (OR=1.50), panic attacks (OR=1.74), suicidal thoughts and behaviours (OR=1.22), and experiencing severe role impairment (OR=1.33), and negatively associated with being female (OR = 0.69) and a higher daily number of work hours (OR=0.95). Around 30 % of HCW with mental health conditions used anxiolytics (benzodiazepines), especially medical doctors. Four out of ten HCW (39.0 %) with mental health conditions indicated a need for (additional) help, with most important barriers for service use being too ashamed, long waiting lists, and professional treatment not being available. Our findings delineate a clear mental health treatment gap among Spanish HCW.
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Affiliation(s)
- Philippe Mortier
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain.
| | - Gemma Vilagut
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Helena García-Mieres
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Itxaso Alayo
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Biosistemak Institute for Health Systems Research, Barakaldo, Bizkaia, Spain
| | - Montse Ferrer
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Franco Amigo
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Enric Aragonès
- Institut d'Investigació en Atenció Primària IDIAP Jordi Gol, Barcelona, Spain; Atenció Primària Camp de Tarragona, Institut Català de la Salut, Spain
| | - Andrés Aragón-Peña
- Epidemiology Unit, Regional Ministry of Health, Community of Madrid, Madrid, Spain; Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain
| | - Ángel Asúnsolo Del Barco
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, Alcalá de Henares, Spain; Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain; Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, The City University of New York, New York, NY, United States
| | - Mireia Campos
- Service of Prevention of Labor Risks, Medical Emergencies System, Generalitat de Catalunya, Spain
| | - Meritxell Espuga
- Occupational Health Service. Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ana González-Pinto
- BIOARABA, Hospital Universitario Araba-Santiago, UPV/EHU, Vitoria-Gasteiz, Spain; CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | - Josep M Haro
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Parc Sanitari Sant Joan de Déu, Barcelona, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | | | | | - Juan D Molina
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario 12 de Octubre, Madrid, Spain; Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain; Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Rafael M Ortí-Lucas
- Service of Preventive Medicine and Quality of Attention, University Clinical Hospital of Valencia, Valencia, Spain
| | - Mara Parellada
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - José Maria Pelayo-Terán
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Servicio de Psiquiatría y Salud Mental. Hospital el Bierzo, Gerencia de Asistencia Sanitaria del Bierzo (GASBI). Gerencia Regional de Salud de Castilla y Leon (SACYL). Ponferrada, León, Spain; Area de Medicina Preventiva y Salud Pública. Universidad de León, León, Spain
| | - Beatriz Pérez-Gómez
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; National Center of Epidemiology, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | | | - José Ignasio Pijoan
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Clinical Epidemiology Unit-Hospital Universitario Cruces/ OSI EEC, Bilbao, Spain/ Biocruces-Bizkaia Health Research Institute, Spain
| | - Nieves Plana
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Ramón y Cajal University Hospital, IRYCIS, Madrid, Spain
| | - Elena Polentinos-Castro
- Research Unit Primary Care Management, Madrid Health Service, Madrid, Spain; Department of Medical Specialities and Public Health. King Juan Carlos University, Madrid, Spain; Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud RICAPPS-(RICORS). Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Ana Portillo-Van Diest
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - Teresa Puig
- Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Department of Epidemiology and Public Health, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain; Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain; CIBER Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - Cristina Rius
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Agència de Salut Pública de Barcelona, Barcelona, Spain
| | - Ferran Sanz
- Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain; Research Progamme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, MELIS, Universitat Pompeu Fabra, Barcelona, Spain; Instituto Nacional de Bioinformatica - ELIXIR-ES, Barcelona, Spain
| | - Consol Serra
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Institute of Neuropsychiatry and Addiction (INAD), Parc de Salut Mar, Barcelona, Spain; CiSAL-Centro de Investigación en Salud Laboral, Hospital del Mar Research Institute/UPF, Barcelona, Spain
| | - Iratxe Urreta-Barallobre
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, Donostia University Hospital, Clinical Epidemiology Unit, San Sebastián, Spain; Biodonostia Health Research Institute, Clinical Epidemiology, San Sebastián, Spain
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, Universitair Psychiatrisch Centrum, KU Leuven, Leuven, Belgium
| | - Eduard Vieta
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - Víctor Pérez-Solá
- CIBER Salud Mental (CIBERSAM), Madrid, Spain; Universitat Autònoma de Barcelona (UAB), Barcelona, Spain; Institute of Neuropsychiatry and Addiction (INAD), Parc de Salut Mar, Barcelona, Spain
| | - Jordi Alonso
- Hospital del Mar Research Institute, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain; Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
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Toribio-Vázquez C, Gómez Rivas J, Amigo F, Carrión DM, Yebes Á, Alonso-Bartolomé M, Ayllon H, Aguilera A, Martinez-Piñeiro L, Antón-Juanilla M, Crespo-Atín V, Otaola-Arca H, Herranz-Yague JA, Munoz Rivero MV, MacKenzie KR, Shah TT, Gao C, Zimmermann E, Jefferies M, Nambiar A, Gallagher KM, Khadhouri S, Kasivisvanathan V. Prevalence of urinary tract cancer in the Spanish cohort of the IDENTIFY study. Actas Urol Esp 2024; 48:228-237. [PMID: 37574012 DOI: 10.1016/j.acuroe.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 06/12/2023] [Accepted: 06/14/2023] [Indexed: 08/15/2023]
Abstract
INTRODUCTION Malignant tumors of the urinary tract are associated with high morbidity and mortality, and their prevalence can vary worldwide. Recently, the IDENTIFY study has published results on the prevalence of urinary tract cancer at a global level. This study evaluates the prevalence of cancer within the Spanish cohort of the IDENTIFY study to determine whether the published results can be extrapolated to our population. PATIENTS AND METHODS An analysis of the data from the Spanish cohort of patients in the IDENTIFY study was performed. This is a prospective cohort of patients referred to secondary care with suspected cancer, predominantly due to hematuria. Patients were recruited between December 2017 and December 2018. RESULTS A total of 706 patients from 9 Spanish centers were analyzed. Of these, 277 (39.2%) were diagnosed with cancer: 259 (36.7%) bladder cancer, 10 (1.4%) upper tract urothelial carcinoma, 9 (1.2%) renal cancer and 5 (0.7%) prostate cancer. Increasing age (OR 1.05 (95% CI 1.03-1.06; P < 0.001)), visible hematuria (VH) OR 2.19 (95% CI 1.13-4.24; P = 0.02)) and smoking (ex-smokers: OR 2.11(95% CI 1.30-3.40; P = 0.002); smokers: OR 2.36 (95% CI 1.40-3.95; P = 0.001)) were associated with higher probability of bladder cancer. CONCLUSION This study highlights the risk of bladder cancer in patients with VH and smoking habits. Bladder cancer presented the highest prevalence; higher than the prevalence reported in previous series and presented in the IDENTIFY study. Future work should evaluate other associated factors that allow us to create cancer prediction models to improve the detection of cancer in our patients.
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Affiliation(s)
- C Toribio-Vázquez
- Servicio de Urología, Hospital Universitario La Paz, Madrid, Spain; Universidad Autónoma de Madrid, Madrid, Spain.
| | - J Gómez Rivas
- Servicio de Urología, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - F Amigo
- Institut Hospital del Mar d''Investigacions Mèdiques, Barcelona, Spain
| | - D M Carrión
- Servicio de Urología, Hospital Universitario La Paz, Madrid, Spain
| | - Á Yebes
- Servicio de Urología, Hospital Universitario La Paz, Madrid, Spain
| | | | - H Ayllon
- Servicio de Urología, Hospital Universitario La Paz, Madrid, Spain
| | - A Aguilera
- Servicio de Urología, Hospital Universitario La Paz, Madrid, Spain; Universidad Autónoma de Madrid, Madrid, Spain
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Castro Ribeiro T, García Pagès E, Ballester L, Vilagut G, García Mieres H, Suárez Aragonès V, Amigo F, Bailón R, Mortier P, Pérez Sola V, Serrano-Blanco A, Alonso J, Aguiló J. Design of a Remote Multiparametric Tool to Assess Mental Well-Being and Distress in Young People (mHealth Methods in Mental Health Research Project): Protocol for an Observational Study. JMIR Res Protoc 2024; 13:e51298. [PMID: 38551647 PMCID: PMC11015365 DOI: 10.2196/51298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 12/22/2023] [Accepted: 01/11/2024] [Indexed: 04/15/2024] Open
Abstract
BACKGROUND Mental health conditions have become a substantial cause of disability worldwide, resulting in economic burden and strain on the public health system. Incorporating cognitive and physiological biomarkers using noninvasive sensors combined with self-reported questionnaires can provide a more accurate characterization of the individual's well-being. Biomarkers such as heart rate variability or those extracted from the electrodermal activity signal are commonly considered as indices of autonomic nervous system functioning, providing objective indicators of stress response. A model combining a set of these biomarkers can constitute a comprehensive tool to remotely assess mental well-being and distress. OBJECTIVE This study aims to design and validate a remote multiparametric tool, including physiological and cognitive variables, to objectively assess mental well-being and distress. METHODS This ongoing observational study pursues to enroll 60 young participants (aged 18-34 years) in 3 groups, including participants with high mental well-being, participants with mild to moderate psychological distress, and participants diagnosed with depression or anxiety disorder. The inclusion and exclusion criteria are being evaluated through a web-based questionnaire, and for those with a mental health condition, the criteria are identified by psychologists. The assessment consists of collecting mental health self-reported measures and physiological data during a baseline state, the Stroop Color and Word Test as a stress-inducing stage, and a final recovery period. Several variables related to heart rate variability, pulse arrival time, breathing, electrodermal activity, and peripheral temperature are collected using medical and wearable devices. A second assessment is carried out after 1 month. The assessment tool will be developed using self-reported questionnaires assessing well-being (short version of Warwick-Edinburgh Mental Well-being Scale), anxiety (Generalized Anxiety Disorder-7), and depression (Patient Health Questionnaire-9) as the reference. We will perform correlation and principal component analysis to reduce the number of variables, followed by the calculation of multiple regression models. Test-retest reliability, known-group validity, and predictive validity will be assessed. RESULTS Participant recruitment is being carried out on a university campus and in mental health services. Recruitment commenced in October 2022 and is expected to be completed by June 2024. As of July 2023, we have recruited 41 participants. Most participants correspond to the group with mild to moderate psychological distress (n=20, 49%), followed by the high mental well-being group (n=13, 32%) and those diagnosed with a mental health condition (n=8, 20%). Data preprocessing is currently ongoing, and publication of the first results is expected by September 2024. CONCLUSIONS This study will establish an initial framework for a comprehensive mental health assessment tool, taking measurements from sophisticated devices, with the goal of progressing toward a remotely accessible and objectively measured approach that maintains an acceptable level of accuracy in clinical practice and epidemiological studies. TRIAL REGISTRATION OSF Registries N3GCH; https://doi.org/10.17605/OSF.IO/N3GCH. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/51298.
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Affiliation(s)
- Thais Castro Ribeiro
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Departament of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Bellaterra, Spain
| | - Esther García Pagès
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Departament of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Bellaterra, Spain
| | - Laura Ballester
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | - Gemma Vilagut
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | - Helena García Mieres
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | - Víctor Suárez Aragonès
- Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
| | - Franco Amigo
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | - Raquel Bailón
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Philippe Mortier
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | - Víctor Pérez Sola
- CIBER en Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar (PSMAR), Barcelona, Spain
- Neurosciences Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Antoni Serrano-Blanco
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Institut de Recerca Sant Joan de Déu, Parc Sanitari Sant Joan de Déu, Barcelona, Spain
| | - Jordi Alonso
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Jordi Aguiló
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
- Departament of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Bellaterra, Spain
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Mortier P, Amigo F, Bhargav M, Conde S, Ferrer M, Flygare O, Kizilaslan B, Latorre Moreno L, Leis A, Mayer MA, Pérez-Sola V, Portillo-Van Diest A, Ramírez-Anguita JM, Sanz F, Vilagut G, Alonso J, Mehlum L, Arensman E, Bjureberg J, Pastor M, Qin P. Developing a clinical decision support system software prototype that assists in the management of patients with self-harm in the emergency department: protocol of the PERMANENS project. BMC Psychiatry 2024; 24:220. [PMID: 38509500 PMCID: PMC10956300 DOI: 10.1186/s12888-024-05659-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/05/2024] [Indexed: 03/22/2024] Open
Abstract
BACKGROUND Self-harm presents a significant public health challenge. Emergency departments (EDs) are crucial healthcare settings in managing self-harm, but clinician uncertainty in risk assessment may contribute to ineffective care. Clinical Decision Support Systems (CDSSs) show promise in enhancing care processes, but their effective implementation in self-harm management remains unexplored. METHODS PERMANENS comprises a combination of methodologies and study designs aimed at developing a CDSS prototype that assists clinicians in the personalized assessment and management of ED patients presenting with self-harm. Ensemble prediction models will be constructed by applying machine learning techniques on electronic registry data from four sites, i.e., Catalonia (Spain), Ireland, Norway, and Sweden. These models will predict key adverse outcomes including self-harm repetition, suicide, premature death, and lack of post-discharge care. Available registry data include routinely collected electronic health record data, mortality data, and administrative data, and will be harmonized using the OMOP Common Data Model, ensuring consistency in terminologies, vocabularies and coding schemes. A clinical knowledge base of effective suicide prevention interventions will be developed rooted in a systematic review of clinical practice guidelines, including quality assessment of guidelines using the AGREE II tool. The CDSS software prototype will include a backend that integrates the prediction models and the clinical knowledge base to enable accurate patient risk stratification and subsequent intervention allocation. The CDSS frontend will enable personalized risk assessment and will provide tailored treatment plans, following a tiered evidence-based approach. Implementation research will ensure the CDSS' practical functionality and feasibility, and will include periodic meetings with user-advisory groups, mixed-methods research to identify currently unmet needs in self-harm risk assessment, and small-scale usability testing of the CDSS prototype software. DISCUSSION Through the development of the proposed CDSS software prototype, PERMANENS aims to standardize care, enhance clinician confidence, improve patient satisfaction, and increase treatment compliance. The routine integration of CDSS for self-harm risk assessment within healthcare systems holds significant potential in effectively reducing suicide mortality rates by facilitating personalized and timely delivery of effective interventions on a large scale for individuals at risk of suicide.
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Grants
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- AC22/00006; AC22/00045 Instituto de Salud Carlos III (ISCIII) and by the European Union NextGenerationEU, Mecanismo para la Recuperación y la Resiliencia
- ESF+; CP21/00078 ISCIII-FSE Miguel Servet co-funded by the European Social Fund Plus
- PI22/00107 ISCIII and co-funded by the European Union
- PI22/00107 ISCIII and co-funded by the European Union
- PI22/00107 ISCIII and co-funded by the European Union
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- 202220-30-31 Fundación la Marató de TV3
- FI23/00004 PFIS ISCIII
- FI23/00004 PFIS ISCIII
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- SGR 00624 the Secretaria d'Universitats i Recerca del Departament d'Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- CIBERESP; CB06/02/0046 CIBER of Epidemiology & Public Health
- ERAPERMED2022 the Health Research Board Ireland
- ERAPERMED2022 the Health Research Board Ireland
- no. 2022-00549 the Swedish Innovation Agency
- no. 2022-00549 the Swedish Innovation Agency
- project no. 342386 the Research Council of Norway
- project no. 342386 the Research Council of Norway
- project no. 342386 the Research Council of Norway
- the Secretaria d’Universitats i Recerca del Departament d’Economia i Coneixement of the Generalitat de Catalunya AGAUR 2021
- CIBER of Epidemiology & Public Health
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Affiliation(s)
- Philippe Mortier
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain.
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain.
| | - Franco Amigo
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain
| | - Madhav Bhargav
- School of Public Health & National Suicide Research Foundation, University College Cork, Cork, Ireland
| | - Susana Conde
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
| | - Montse Ferrer
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Oskar Flygare
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Busenur Kizilaslan
- National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Laura Latorre Moreno
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
| | - Angela Leis
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Miguel Angel Mayer
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Víctor Pérez-Sola
- Neuropsychiatry and Drug Addiction Institute, Barcelona MAR Health Park Consortium PSMAR, Barcelona, Spain
- CIBER of Mental Health and Carlos III Health Institute (CIBERSAM, ISCIII), Madrid, Spain
- Department of Paediatrics, Obstetrics and Gynaecology and Preventive Medicine and Public Health Department, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | - Ana Portillo-Van Diest
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain
| | - Juan Manuel Ramírez-Anguita
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Ferran Sanz
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- National Bioinformatics Institute - ELIXIR-ES (IMPaCT-Data-ISCIII), Barcelona, Spain
| | - Gemma Vilagut
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain
| | - Jordi Alonso
- Hospital del Mar Research Institute, Barcelona Biomedical Research Park (PRBB), Carrer Doctor Aiguader, 88, 08003, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Carlos III Health Institute (CIBERESP, ISCIII), Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Lars Mehlum
- National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ella Arensman
- School of Public Health & National Suicide Research Foundation, University College Cork, Cork, Ireland
| | - Johan Bjureberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Sweden
| | - Manuel Pastor
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Ping Qin
- National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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6
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Fico G, Oliva V, De Prisco M, Fortea L, Fortea A, Giménez-Palomo A, Anmella G, Hidalgo-Mazzei D, Vazquez M, Gomez-Ramiro M, Carreras B, Murru A, Radua J, Mortier P, Vilagut G, Amigo F, Ferrer M, García-Mieres H, Vieta E, Alonso J. Anxiety and depression played a central role in the COVID-19 mental distress: A network analysis. J Affect Disord 2023; 338:384-392. [PMID: 37336249 PMCID: PMC10276655 DOI: 10.1016/j.jad.2023.06.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 06/12/2023] [Accepted: 06/16/2023] [Indexed: 06/21/2023]
Abstract
INTRODUCTION Psychological, socio-demographics, and clinical factors play an important role in patients with COVID-19, but their relationship is complex. The network approach might be used to disentangle complex interactions in different systems. Using data from a multicentre, cross-sectional, survey among patients with COVID-19 in Spain (July-November 2020), we investigated the network structure of mental disorders symptoms, social support, and psychological resilience, and changes in network structures according to the presence of a pre-existing mental disorder or hospitalization for COVID-19. METHODS Subjects completed a survey to evaluate sociodemographic characteristics, COVID-19 infection status, resilience, social support, and symptoms of depression, anxiety disorders, post-traumatic stress disorder, panic attacks, and substance use disorder. 2084 patients with COVID-19 were included in the analysis. Network analysis was conducted to evaluate network and bridge centrality, and the network properties were compared between COVID-19 patients with and without a history of lifetime mental disorder, and between hospitalized and non-hospitalized patients. LIMITATIONS Generalization of our findings may be difficult since differences in network connectivity may exist in different populations or samples. RESULTS Anxiety and depression showed high centrality in patients with COVID-19 and anxiety showed the highest bridge influence in the network. Resilience and social support showed a low influence on mental disorder symptoms. Global network estimations show no statistically significant changes between patients with and without pre-existing mental disorders or between hospitalized and non-hospitalized patients. CONCLUSIONS Anxiety might be a key treatment target in patients with COVID-19 since its treatment might prevent other mental health adverse outcomes.
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Affiliation(s)
- Giovanna Fico
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Institute of Neurosciences (UBNeuro), p. de la Vall d'Hebron, 171, 08035 Barcelona, Spain
| | - Vincenzo Oliva
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Michele De Prisco
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain; Section of Psychiatry, Department of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, Naples, Italy
| | - Lydia Fortea
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, IDIBAPS, Barcelona, Spain
| | - Adriana Fortea
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Anna Giménez-Palomo
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain
| | - Gerard Anmella
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Institute of Neurosciences (UBNeuro), p. de la Vall d'Hebron, 171, 08035 Barcelona, Spain
| | - Diego Hidalgo-Mazzei
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Institute of Neurosciences (UBNeuro), p. de la Vall d'Hebron, 171, 08035 Barcelona, Spain
| | - Mireia Vazquez
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Gomez-Ramiro
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain; Hospital Alvaro Cunqueiro, SERGAS, Translational Neuroscience Research Group, Galicia Sur Health Research Institute (IISGS), Vigo, Spain
| | - Bernat Carreras
- Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain
| | - Andrea Murru
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Institute of Neurosciences (UBNeuro), p. de la Vall d'Hebron, 171, 08035 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Joaquim Radua
- CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain; Imaging of Mood- and Anxiety-Related Disorders (IMARD) Group, IDIBAPS, Barcelona, Spain; Early Psychosis: Interventions and Clinical-Detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom; Centre for Psychiatric Research and Education, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Philippe Mortier
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain
| | - Gemma Vilagut
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain
| | - Franco Amigo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain
| | - Montse Ferrer
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain; Dept. Medicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Helena García-Mieres
- CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain; Dept. Medicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Eduard Vieta
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain; Bipolar and Depressive Disorders Unit, Hospìtal Clinic de Barcelona, c. Villarroel, 170, 08036 Barcelona, Spain; Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), c. Villarroel, 170, 08036 Barcelona, Spain; Institute of Neurosciences (UBNeuro), p. de la Vall d'Hebron, 171, 08035 Barcelona, Spain; CIBER de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
| | - Jordi Alonso
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Spain; Dept. Medicine and Life Sciences, Universitat Pompeu Fabra (UPF), Barcelona, Spain
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7
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Portillo-Van Diest A, Vilagut G, Alayo I, Ferrer M, Amigo F, Amann BL, Aragón-Peña A, Aragonès E, Asúnsolo Del Barco Á, Campos M, Del Cura-González I, Espuga M, González-Pinto A, Haro JM, Larrauri A, López-Fresneña N, Martínez de Salázar A, Molina JD, Ortí-Lucas RM, Parellada M, Pelayo-Terán JM, Pérez-Zapata A, Pijoan JI, Plana N, Puig T, Rius C, Rodríguez-Blázquez C, Sanz F, Serra C, Urreta-Barallobre I, Kessler RC, Bruffaerts R, Vieta E, Pérez-Solá V, Alonso J, Mortier P. Traumatic stress symptoms among Spanish healthcare workers during the COVID-19 pandemic: a prospective study. Epidemiol Psychiatr Sci 2023; 32:e50. [PMID: 37555258 PMCID: PMC10465320 DOI: 10.1017/s2045796023000628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 03/06/2023] [Accepted: 06/24/2023] [Indexed: 08/10/2023] Open
Abstract
AIM To investigate the occurrence of traumatic stress symptoms (TSS) among healthcare workers active during the COVID-19 pandemic and to obtain insight as to which pandemic-related stressful experiences are associated with onset and persistence of traumatic stress. METHODS This is a multicenter prospective cohort study. Spanish healthcare workers (N = 4,809) participated at an initial assessment (i.e., just after the first wave of the Spain COVID-19 pandemic) and at a 4-month follow-up assessment using web-based surveys. Logistic regression investigated associations of 19 pandemic-related stressful experiences across four domains (infection-related, work-related, health-related and financial) with TSS prevalence, incidence and persistence, including simulations of population attributable risk proportions (PARP). RESULTS Thirty-day TSS prevalence at T1 was 22.1%. Four-month incidence and persistence were 11.6% and 54.2%, respectively. Auxiliary nurses had highest rates of TSS prevalence (35.1%) and incidence (16.1%). All 19 pandemic-related stressful experiences under study were associated with TSS prevalence or incidence, especially experiences from the domains of health-related (PARP range 88.4-95.6%) and work-related stressful experiences (PARP range 76.8-86.5%). Nine stressful experiences were also associated with TSS persistence, of which having patient(s) in care who died from COVID-19 had the strongest association. This association remained significant after adjusting for co-occurring depression and anxiety. CONCLUSIONS TSSs among Spanish healthcare workers active during the COVID-19 pandemic are common and associated with various pandemic-related stressful experiences. Future research should investigate if these stressful experiences represent truly traumatic experiences and carry risk for the development of post-traumatic stress disorder.
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Affiliation(s)
- Ana Portillo-Van Diest
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
| | - Itxaso Alayo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Asociación instituto de investigación en sistemas de salud Biosistemak, Barakaldo, País Vasco, España
| | - Montse Ferrer
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Franco Amigo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
| | - Benedikt L. Amann
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Centre Fórum Research Unit, Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Department of Health Services Research Group, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- Department for Psychiatry and Psychotherapy, Hospital of the Ludwig-Maximilians-University Munich, Germany
| | - Andrés Aragón-Peña
- Epidemiology Unit, Regional Ministry of Health, Community of Madrid, Madrid, Spain
- Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain
| | - Enric Aragonès
- Department of Atenció Primària Camp de Tarragona, Institut d’Investigació en Atenció Primària IDIAP Jordi Gol, Barcelona, Spain
- Atenció Primària Camp de Tarragona, Institut Català de la Salut, Spain
| | - Ángel Asúnsolo Del Barco
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, The City University of New York, New York, NY, USA
| | - Mireia Campos
- Service of Prevention of Labor Risks, Medical Emergencies System, Generalitat de Catalunya, Spain
| | - Isabel Del Cura-González
- Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain
- Research Unit, Primary Care Management, Madrid Health Service, Madrid, Spain
- Department of Medical Specialities and Public Health, King Juan Carlos University, Madrid, Spain
| | - Meritxell Espuga
- Occupational Health Service, Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - Ana González-Pinto
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- BIOARABA, UPV-EHU, Hospital Universitario Araba-Santiago, Vitoria-Gasteiz, Spain
| | - Josep M. Haro
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Department of Research and Development Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain
- Department Facultat de Medicina y Ciencias de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Amparo Larrauri
- National Center of Epidemiology, Instituto de Salud Carlos III, Madrid, Spain
| | - Nieves López-Fresneña
- Department Medicina Preventiva, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | | | - Juan D. Molina
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Villaverde Mental Health Center, Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario 12 de Octubre, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
- Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | - Rafael M. Ortí-Lucas
- Department of Preventive MedicineDepartment, Hospital Clínic Universitari, Valencia, Spain
| | - Mara Parellada
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Department Medicina Preventiva, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - José M. Pelayo-Terán
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Servicio de Psiquiatría y Salud Mental, Hospital el Bierzo, Gerencia de Asistencia Sanitaria del Bierzo (GASBI), Gerencia Regional de Salud de Castilla y Leon (SACYL), Ponferrada, León, Spain
- Area de Medicina Preventiva y Salud Pública, Universidad de León, León, Spain
| | - Aurora Pérez-Zapata
- Department Servicio de Prevención de Riesgos Laborales, Príncipe de Asturias University Hospital, Alcalá de Henares, Madrid, Spain
| | - José I. Pijoan
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Department Clinical Epidemiology Unit, Hospital Universitario Cruces/OSI EEC, Bilbao, Spain
| | - Nieves Plana
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Department Servicio de Prevención de Riesgos Laborales, Príncipe de Asturias University Hospital, Alcalá de Henares, Madrid, Spain
| | - Teresa Puig
- Department of Epidemiology and Public Health, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain
- Department of Paediatrics, Obstetrics and Gynaecology and Preventive Medicine and Public HealthDepartment, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- CIBER de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Madrid, Spain
| | - Cristina Rius
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Agència de Salut Pública de Barcelona, Barcelona, Spain
| | - Carmen Rodríguez-Blázquez
- National Center of Epidemiology, Instituto de Salud Carlos III, Madrid, Spain
- CIBER de Enfermedades Neurodegenerativas, Instituto de Salud Carlos III, Madrid, Spain
| | - Ferran Sanz
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Research Progamme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Instituto Nacional de Bioinformatica – ELIXIR-ES (IMPaCT-Data-ISCIII), Barcelona, Spain
| | - Consol Serra
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Departament de Psiquiatria i Medicina Legal, Parc de Salut Mar PSMAR, Barcelona, Spain
- CiSAL-Centro de Investigación en Salud Laboral, IMIM/UPF, Barcelona, Spain
| | - Iratxe Urreta-Barallobre
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, Donostia University Hospital, Clinical Epidemiology Unit, San Sebastián, Spain
- Clinical Epidemiology, Biodonostia Health Research Institute, San Sebastián, Spain
| | - Ronald C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Ronny Bruffaerts
- Center for Public Health Psychiatry, Universitair Psychiatrisch Centrum, KU Leuven, Leuven, Belgium
| | - Eduard Vieta
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Hospital Clínic, Institute of Neuroscience, University of Barcelona, IDIBAPS, Barcelona, Catalonia, Spain
| | - Víctor Pérez-Solá
- CIBER de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain
- Department of Paediatrics, Obstetrics and Gynaecology and Preventive Medicine and Public HealthDepartment, Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
- Departament de Psiquiatria i Medicina Legal, Parc de Salut Mar PSMAR, Barcelona, Spain
| | - Jordi Alonso
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Philippe Mortier
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain
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8
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Portillo-Van Diest A, Ballester Coma L, Mortier P, Vilagut G, Amigo F, Puértolas Gracia B, García-Mieres H, Alayo I, Blasco MJ, Carrasco Espi P, Falcó R, Forteza-Rey I, Garcia-Pazo P, Gili M, Giménez-García C, Machancoses FH, Marzo Campos JC, Navarra-Ventura G, Piqueras JA, Rebagliato M, Roca M, Rodriguez Jiménez T, Roldan L, Ruiz-Palomino E, Soto-Sanz V, Alonso J. Experience sampling methods for the personalised prediction of mental health problems in Spanish university students: protocol for a survey-based observational study within the PROMES-U project. BMJ Open 2023; 13:e072641. [PMID: 37451741 PMCID: PMC10351263 DOI: 10.1136/bmjopen-2023-072641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/12/2023] [Indexed: 07/18/2023] Open
Abstract
INTRODUCTION There is a high prevalence of mental health problems among university students. Better prediction and treatment access for this population is needed. In recent years, short-term dynamic factors, which can be assessed using experience sampling methods (ESM), have presented promising results for predicting mental health problems. METHODS AND ANALYSIS Undergraduate students from five public universities in Spain are recruited to participate in two web-based surveys (at baseline and at 12-month follow-up). A subgroup of baseline participants is recruited through quota sampling to participate in a 15-day ESM study. The baseline survey collects information regarding distal risk factors, while the ESM study collects short-term dynamic factors such as affect, company or environment. Risk factors will be identified at an individual and population level using logistic regressions and population attributable risk proportions, respectively. Machine learning techniques will be used to develop predictive models for mental health problems. Dynamic structural equation modelling and multilevel mixed-effects models will be considered to develop a series of explanatory models for the occurrence of mental health problems. ETHICS AND DISSEMINATION The project complies with national and international regulations, including the Declaration of Helsinki and the Code of Ethics, and has been approved by the IRB Parc de Salut Mar (2020/9198/I) and corresponding IRBs of all participating universities. All respondents are given information regarding access mental health services within their university and region. Individuals with positive responses on suicide items receive a specific alert with indications for consulting with a health professional. Participants are asked to provide informed consent separately for the web-based surveys and for the ESM study. Dissemination of results will include peer-reviewed scientific articles and participation in scientific congresses, reports with recommendations for universities' mental health policy makers, as well as a well-balanced communication strategy to the general public. STUDY REGISTRATION osf.io/p7csq.
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Affiliation(s)
- Ana Portillo-Van Diest
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Laura Ballester Coma
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Philippe Mortier
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Gemma Vilagut
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Franco Amigo
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Beatriz Puértolas Gracia
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Helena García-Mieres
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Itxaso Alayo
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- Kronikgune, Baracaldo, Euskadi, Spain
| | | | - Paula Carrasco Espi
- Department of Medicine, Universitat Jaume I, Castello de la Plana, Spain
- Environment and Health, FISABIO-University of Valencia-Universitat Jaume I, Valencia, Spain
| | - Raquel Falcó
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Ines Forteza-Rey
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Psychology, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | - Patricia Garcia-Pazo
- Department of Nursing and Physiotherapy, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
- Development and Psychopathology, IdISBa, Palma de Mallorca, Illes Balears, Spain
| | - Margalida Gili
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Psychology, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | - Cristina Giménez-García
- Department of Basic and Clinical Psychology, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Castelló, Spain
| | - Francisco H Machancoses
- Predepartamental Unit of Medicine, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Comunitat Valenciana, Spain
| | | | | | - Jose A Piqueras
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Marisa Rebagliato
- CIBERESP, Madrid, Comunidad de Madrid, Spain
- Predepartamental Unit of Medicine, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Comunitat Valenciana, Spain
- Environment and Health, CIBERESP, Madrid, Comunidad de Madrid, Spain
| | - Miquel Roca
- IdISBa, Palma de Mallorca, Illes Balears, Spain
- Department of Medicine, Universitat de les Illes Balears, Palma de Mallorca, Illes Balears, Spain
| | | | | | - Estefanía Ruiz-Palomino
- Department of Basic and Clinical Psychology, Science Health Faculty, Universitat Jaume I, Castello de la Plana, Castelló, Spain
| | - Victoria Soto-Sanz
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Jordi Alonso
- Health Services Research Group, Institut Hospital del Mar d'Investigacions Mediques, Barcelona, Spain
- CIBERESP, Madrid, Comunidad de Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
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9
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Mortier P, Vilagut G, Alayo I, Ferrer M, Amigo F, Aragonès E, Aragón-Peña A, Asúnsolo del Barco A, Campos M, Espuga M, González-Pinto A, Haro J, López Fresneña N, Martínez de Salázar A, Molina J, Ortí-Lucas R, Parellada M, Pelayo-Terán J, Pérez-Gómez B, Pérez-Zapata A, Pijoan J, Plana N, Polentinos-Castro E, Portillo-Van Diest A, Puig M, Rius C, Sanz F, Serra C, Urreta-Barallobre I, Kessler R, Bruffaerts R, Vieta E, Pérez-Solá V, Alonso J, Alayo I, Alonso M, Álvarez M, Amann B, Amigo FF, Anmella G, Aragón A, Aragonés N, Aragonès E, Arizón AI, Asunsolo A, Ayora A, Ballester L, Barbas P, Basora J, Bereciartua E, Ignasi Bolibar IB, Bonfill X, Cotillas A, Cuartero A, de Paz C, Cura ID, Jesus del Yerro M, Diaz D, Domingo JL, Emparanza JI, Espallargues M, Espuga M, Estevan P, Fernandez MI, Fernandez T, Ferrer M, Ferreres Y, Fico G, Forjaz MJ, Barranco RG, Garcia TorrecillasC. Garcia-Ribera JM, Garrido A, Gil E, Gomez M, Gomez J, Pinto AG, Haro JM, Hernando M, Insigna MG, Iriberri M, Jimenez N, Jimenez X, Larrauri A, Leon F, Lopez-Fresneña N, Lopez C, Lopez-Atanes Juan Antonio Lopez-Rodriguez M, Lopez-Cortacans G, Marcos A, Martin J, Martin V, Martinez-Cortés M, Martinez-Martinez R, Martinez de Salazar AD, Martinez I, Marzola M, Mata N, Molina JM, de Dios Molina J, Molinero E, Mortier P, Muñoz C, Murru A, Olmedo J, Ortí RM, Padrós R, Pallejà M, Parra R, Pascual J, Pelayo JM, Pla R, Plana N, Aznar CP, Gomez BP, Zapata AP, Pijoan JI, Polentinos E, Puertolas B, Puig MT, Quílez A, Quintana MJ, Quiroga A, Rentero D, Rey C, Rius C, Rodriguez-Blazquez C, Rojas MJ, Romero Y, Rubio G, Rumayor M, Ruiz P, Saenz M, Sanchez J, Sanchez-Arcilla I, Sanz F, Serra C, Serra-Sutton V, Serrano M, Sola S, Solera S, Soto M, Tarrago A, Tolosa N, Vazquez M, Viciola M, Vieta E, Vilagut G, Yago S, Yañez J, Zapico Y, Zorita LM, Zorrilla I, Zurbano SL, Perez-Solá V. Four-month incidence of suicidal thoughts and behaviors among healthcare workers after the first wave of the Spain COVID-19 pandemic. J Psychiatr Res 2022; 149:10-17. [PMID: 35217315 PMCID: PMC8852847 DOI: 10.1016/j.jpsychires.2022.02.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 02/08/2022] [Accepted: 02/14/2022] [Indexed: 12/22/2022]
Abstract
Healthcare workers (HCW) are at high risk for suicide, yet little is known about the onset of suicidal thoughts and behaviors (STB) in this important segment of the population in conjunction with the COVID-19 pandemic. We conducted a multicenter, prospective cohort study of Spanish HCW active during the COVID-9 pandemic. A total of n = 4809 HCW participated at baseline (May-September 2020; i.e., just after the first wave of the pandemic) and at a four-month follow-up assessment (October-December 2020) using web-based surveys. Logistic regression assessed the individual- and population-level associations of separate proximal (pandemic) risk factors with four-month STB incidence (i.e., 30-day STB among HCW negative for 30-day STB at baseline), each time adjusting for distal (pre-pandemic) factors. STB incidence was estimated at 4.2% (SE = 0.5; n = 1 suicide attempt). Adjusted for distal factors, proximal risk factors most strongly associated with STB incidence were various sources of interpersonal stress (scaled 0-4; odds ratio [OR] range = 1.23-1.57) followed by personal health-related stress and stress related to the health of loved ones (scaled 0-4; OR range 1.30-1.32), and the perceived lack of healthcare center preparedness (scaled 0-4; OR = 1.34). Population-attributable risk proportions for these proximal risk factors were in the range 45.3-57.6%. Other significant risk factors were financial stressors (OR range 1.26-1.81), isolation/quarantine due to COVID-19 (OR = 1.53) and having changed to a specific COVID-19 related work location (OR = 1.72). Among other interventions, our findings call for healthcare systems to implement adequate conflict communication and resolution strategies and to improve family-work balance embedded in organizational justice strategies.
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Affiliation(s)
- P. Mortier
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Corresponding author. IMIM, PRBB Building. Carrer del Doctor Aiguader 88, 08003, Barcelona, Spain
| | - G. Vilagut
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - I. Alayo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - M. Ferrer
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - F. Amigo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - E. Aragonès
- Institut d’Investigació en Atenció Primària IDIAP Jordi Gol, Barcelona, Spain,Atenció Primària Camp de Tarragona, Institut Català de la Salut, Spain
| | - A. Aragón-Peña
- Epidemiology Unit, Regional Ministry of Health, Community of Madrid, Madrid, Spain,Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain
| | - A. Asúnsolo del Barco
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, Alcalá de Henares, Spain,Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain,Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, The City University of New York, New York, NY, United States
| | - M. Campos
- Service of Prevention of Labor Risks, Medical Emergencies System, Generalitat de Catalunya, Spain
| | - M. Espuga
- Occupational Health Service. Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | - A. González-Pinto
- Hospital Universitario Araba-Santiago, Vitoria-Gasteiz, Spain,CIBER Salud Mental (CIBERSAM), Madrid, Spain
| | - J.M. Haro
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Universitat Autònoma de Barcelona (UAB), Barcelona, Spain
| | | | | | - J.D. Molina
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Villaverde Mental Health Center. Clinical Management Area of Psychiatry and Mental Health, Psychiatric Service, Hospital Universitario 12 de Octubre, Madrid, Spain,Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain,Faculty of Health Sciences, Universidad Francisco de Vitoria, Madrid, Spain
| | | | - M. Parellada
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - J.M. Pelayo-Terán
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Servicio de Psiquiatría y Salud Mental. Hospital el Bierzo, Gerencia de Asistencia Sanitaria del Bierzo (GASBI), Gerencia Regional de Salud de Castilla y Leon (SACYL), Ponferrada, León, Spain,Area de Medicina Preventiva y Salud Pública. Universidad de León, León, Spain
| | - B. Pérez-Gómez
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,National Center of Epidemiology, Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - A. Pérez-Zapata
- Príncipe de Asturias University Hospital, Alcalá de Henares, Madrid, Spain
| | - J.I. Pijoan
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Hospital Universitario Cruces/ OSI EEC, Bilbao, Spain, Biocruces-Bizkaia Health Research Institute
| | - N. Plana
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Príncipe de Asturias University Hospital, Alcalá de Henares, Madrid, Spain
| | - E. Polentinos-Castro
- Fundación Investigación e Innovación Biosanitaria de AP, Comunidad de Madrid, Madrid, Spain,Research Unit. Primary Care Management. Madrid Health Service, Madrid, Spain,Department of Medical Specialities and Public Health. King Juan Carlos University, Madrid, Spain,Health Services Research Network on Chronic Diseases (REDISSEC), Madrid, Spain
| | - A. Portillo-Van Diest
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain
| | - M.T. Puig
- Universitat Autònoma de Barcelona (UAB), Barcelona, Spain,Department of Epidemiology and Public Health, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain,Biomedical Research Institute Sant Pau (IIB Sant Pau), Barcelona, Spain,CIBER Enfermedades Cardiovasculares (CIBERCV), Madrid, Spain
| | - C. Rius
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Agència de Salut Pública de Barcelona, Barcelona, Spain
| | - F. Sanz
- Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain,Research Progamme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain,Instituto Nacional de Bioinformatica - ELIXIR-ES, Barcelona, Spain
| | - C. Serra
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Parc de Salut Mar PSMAR, Barcelona, Spain,CiSAL-Centro de Investigación en Salud Laboral, IMIM/UPF, Barcelona, Spain
| | - I. Urreta-Barallobre
- CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Osakidetza Basque Health Service, Donostialdea Integrated Health Organisation, Donostia University Hospital, Clinical Epidemiology Unit, San Sebastián, Spain,Biodonostia Health Research Institute, Clinical Epidemiology, San Sebastián, Spain
| | - R.C. Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - R. Bruffaerts
- Center for Public Health Psychiatry, Universitair Psychiatrisch Centrum, KU Leuven, Leuven, Belgium
| | - E. Vieta
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Institute of Neuroscience, Hospital Clinic, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - V. Pérez-Solá
- CIBER Salud Mental (CIBERSAM), Madrid, Spain,Universitat Autònoma de Barcelona (UAB), Barcelona, Spain,Parc de Salut Mar PSMAR, Barcelona, Spain
| | - J. Alonso
- Health Services Research Unit, IMIM-Institut Hospital del Mar d’Investigacions Mèdiques, Barcelona, Spain,CIBER Epidemiología y Salud Pública (CIBERESP), Spain,Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
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10
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Cartanyà-Hueso À, Lidón-Moyano C, González-Marrón A, Martín-Sánchez JC, Amigo F, Martínez-Sánchez JM. Association between Leisure Screen Time and Emotional and Behavioral Problems in Spanish Children. J Pediatr 2022; 241:188-195.e3. [PMID: 34571019 DOI: 10.1016/j.jpeds.2021.09.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/14/2021] [Accepted: 09/17/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To assess the relation between leisure screen time and emotional and behavioral problems in Spanish children aged 4-14 years. STUDY DESIGN This cross-sectional study used a representative sample of children aged 4-14 years included in the 2017 Spanish National Health Survey (n = 4073). Emotional and behavioral problems of children were assessed through the parent-report Strengths and Difficulties Questionnaire. Daily leisure screen time in minutes was categorized as 0-59, 60-119, 120-179, and ≥180. We calculated adjusted prevalence ratios (aPR) and their 95% CIs of being at risk of developing emotional and behavioral problems. Associations were adjusted for potential confounding variables. RESULTS Children spending 180 minutes or more of daily leisure screen time compared with children spending less than 1 hour were more likely to be at risk of developing emotional and behavioral problems: aPR≥180: 2.19 (95% CI 1.53-3.14), emotional symptomology: aPR≥180: 2.09 (95% CI 1.37-3.18), conduct problems aPR≥180: 1.85 (95% CI 1.34-2.54), peer problems aPR≥180: 1.78 (95% CI 1.15-2.75), and to behave less prosocially: aPR≥180: 2.20 (95% CI 1.43-3.37). CONCLUSIONS We have found significant associations between daily leisure screen time and emotional and behavioral problems in Spanish children between 6 and 14 years of age. However, these findings should be confirmed in cohort studies, so institutions might consider including screen time as a new risk factor for children.
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Affiliation(s)
- Àurea Cartanyà-Hueso
- Group of Evaluation of Health Determinants and Health Policies, Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Cristina Lidón-Moyano
- Group of Evaluation of Health Determinants and Health Policies, Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Adrián González-Marrón
- Group of Evaluation of Health Determinants and Health Policies, Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Juan Carlos Martín-Sánchez
- Group of Evaluation of Health Determinants and Health Policies, Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Franco Amigo
- Health Services Research Unit, IMIM-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain
| | - Jose M Martínez-Sánchez
- Group of Evaluation of Health Determinants and Health Policies, Department of Basic Sciences, Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain.
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Amigo F, Dalmau-Bueno A, García-Altés A. Do hospitals have a higher mortality rate on weekend admissions? An observational study to analyse weekend effect on urgent admissions to hospitals in Catalonia. BMJ Open 2021; 11:e047836. [PMID: 34845065 PMCID: PMC8634026 DOI: 10.1136/bmjopen-2020-047836] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND 'Weekend effect' is a term used to describe the increased mortality associated with weekend emergency admissions to hospital, in contrast with admission on weekdays. The objective of the present study is to determine whether the weekend effect is present in hospitals in Catalonia. METHODS We analysed all urgent admissions in Catalonia in 2018, for a group of pathologies. Two groups were defined (those admitted on a weekday and those admitted on a weekend). We obtained mortality at 3, 7, 15 and 30 days, and applied a proportions test to both groups. Additionally, we used Cox's regression for mortality at 30 days, using the admission on a weekend as the exposition, adjusting by socioeconomic and clinical variables. We used the hospital discharge database and the Central Registry of the Insured Population. RESULTS 72 427 admissions for the selected pathologies during 2018 were found. No statistically significant differences in mortality at 30 days (p=0.524) or at 15 days (p=0.119) according to the day of admission were observed. However, significant differences were found in mortality at 7 days (p=0.025) and at 3 days (p=0.002). The hazard rate associated with the weekend was 1.13 (95% CI: 1.04 to 1.23). By contrast, the adjusted HR of the weekend interaction with time was 0.99 (95% CI: 0.99 to 1.00). CONCLUSIONS There is a weekend effect, but it is not constant in time. This could suggest the existence of dysfunctions in the quality of care during the weekend.
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Affiliation(s)
| | | | - Anna García-Altés
- Agència de Qualitat i Avaluació Sanitàries de Catalunya, Barcelona, Spain
- Fundacio Institut de Recerca Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain
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12
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Cainzos M, Amigo F, Porto A, Paulos A, Potel J. Acute abdomen caused by torsion of the pedicle in a wandering spleen. Hepatogastroenterology 1993; 40:78-80. [PMID: 8462934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
A case of acute abdomen caused by acute torsion of a wandering spleen in a 20-year-old female patient is presented. It underscores the efficiency of the ultrasonic examination in the diagnosis of this type of pathology.
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Affiliation(s)
- M Cainzos
- Department of Surgery, Hospital General de Galicia, Medical School, University of Santiago de Compostela, Spain
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