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Lunde KB, Mehlum L, Melle I, Qin P. Psychiatric follow-up and repeated hospital presentation of DSH: A national study on young adults. J Affect Disord 2024; 368:S0165-0327(24)01576-3. [PMID: 39299596 DOI: 10.1016/j.jad.2024.09.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 08/30/2024] [Accepted: 09/14/2024] [Indexed: 09/22/2024]
Abstract
INTRODUCTION Psychiatric care following discharge from general hospital treatment of deliberate self-harm (DSH) is important to reduce patients´ risk of relapse. Whether such follow-up is associated with DSH repetition in young adults is not sufficiently understood. This study examined the association between psychiatric service attendance within seven days of discharge and repeated hospital-presented DSH within 3, 6, and 12 months in patients aged 18-35 years. METHODS Incident episodes of hospital-presented DSH from 2010 to 2017 were identified from the Norwegian Patient Register. Those already psychiatrically admitted or who died during the general hospital or in the seven days after discharge were excluded. Psychiatric service attendance was categorized as 'no attendance', 'outpatient attendance', and 'inpatient admissions.' The association between psychiatric service attendance and subsequent DSH repetition was examined with an Inverse Probability of Treatment Weighted logistic regression model. RESULTS Of the 11,308 patients identified, 17.3 % had a psychiatric outpatient attendance, and 19.9 % had an inpatient admission. Outpatient attendance was not associated with a reduced risk of repeated DSH and inpatient admissions were associated with an increased risk in certain subgroups, notably patients: aged 18-24 years; without a recorded mood disorder diagnosis; or no history of hospital-treated DSH. LIMITATIONS Our data did not contain all relevant confounders. Unmeasured confounding is therefore likely to influence the results. CONCLUSION Although no conclusions regarding treatment effectiveness can be drawn from these findings, the study highlights that patients with the most severe psychiatric symptoms and at the highest risk of DSH relapse received follow-up.
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Affiliation(s)
- Ketil Berge Lunde
- National Centre for Suicide Research and Prevention, University of Oslo, Oslo, Norway.
| | - Lars Mehlum
- National Centre for Suicide Research and Prevention, University of Oslo, Oslo, Norway.
| | - Ingrid Melle
- Department of Adult Psychiatry, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Section for Clinical Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
| | - Ping Qin
- National Centre for Suicide Research and Prevention, University of Oslo, Oslo, Norway.
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Gaily-Luoma S, Valkonen J, Holma J, Laitila A. Client-reported impact of the Attempted Suicide Short Intervention Program. Psychother Res 2024; 34:722-735. [PMID: 37797316 DOI: 10.1080/10503307.2023.2259070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/06/2023] [Accepted: 09/07/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND A history of attempted suicide is the most significant predictor of suicidal death. Several brief interventions aimed at tertiary suicide prevention have been investigated in clinical trials. However, suicide attempt survivors' experiences of such interventions have rarely been reported. OBJECTIVE To explore how suicide attempt survivors perceive the impact of the Attempted Suicide Short Intervention Program (ASSIP). METHOD We interviewed 14 Finnish adults who had received ASSIP as an adjunct to treatment as usual. Semi-structured interviews took place 4-10 weeks after the last ASSIP session. A conventional content analysis of the interview data is presented. RESULTS Three core categories depicting ASSIP's perceived impact were identified. The core category life-affirming change comprised subcategories of feeling better, thinking differently, acting differently, and having new resources. The core category collateral effects comprised difficult feelings and cognitive overload. The core category incompleteness of change comprised lack of desired change, gains as incomplete, need for sustenance, and unrealized potential. CONCLUSION Clients perceived ASSIP as effectively facilitating life-affirming change but agreed that further support was necessary to retain and build on these gains. Identified needs for improvement included more predictable post-ASSIP service paths and more support for involving affected loved ones.
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Affiliation(s)
- Selma Gaily-Luoma
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | | | - Juha Holma
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Aarno Laitila
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
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3
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Nobile B, Jaussent I, Kahn JP, Leboyer M, Risch N, Olié E, Courtet P. Risk factors of suicide re-attempt: A two-year prospective study. J Affect Disord 2024; 356:535-544. [PMID: 38657762 DOI: 10.1016/j.jad.2024.04.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/09/2024] [Accepted: 04/14/2024] [Indexed: 04/26/2024]
Abstract
BACKGROUND History of suicide attempt (SA) is the strongest predictor of a new SA and suicide. It is primordial to identify additional risk factors of suicide re-attempt. The aim of this study was to identify risk factors of suicide re-attempt in patients with recent SA followed for 2 years. METHODS In this multicentric cohort of adult inpatients, the median of the index SA before inclusion was 10 days. Clinicians assessed a large panel of psychological dimensions using validated tools. Occurrence of a new SA or death by suicide during the follow-up was recorded. A cluster analysis was used to identify the dimensions that best characterized the population and a variable "number of personality traits" was created that included the three most representative traits: anxiety, anger, and anxious lability. Risk factors of re-attempt were assessed with adjusted Cox regression models. RESULTS Among the 379 patients included, 100 (26.4 %) re-attempted suicide and 6 (1.6 %) died by suicide. The two major risk factors of suicide re-attempt were no history of violent SA and presenting two or three personality traits among trait anxiety, anger and anxious lability. LIMITATIONS It was impossible to know if treatment change during follow-up occur before or after the re-attempt. DISCUSSION One of the most important predictors of re-attempt in suicide attempters with mood disorders, was the presence of three personality traits (anger, anxiety, and anxious lability). Clinicians should provide close monitoring to patients presenting these traits and proposed treatments specifically targeting these dimensions, especially anxiety.
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Affiliation(s)
- B Nobile
- Department of Emergency Psychiatry and Acute Care, CHU, Montpellier, France; IGF, Univ. Montpellier, CNRS, INSERM, Montpellier, France; FondaMental Foundation, France.
| | - I Jaussent
- Institute for Neurosciences of Montpellier INM, INSERM Montpellier, University of Montpellier, Montpellier, France
| | - J P Kahn
- Université de Lorraine, Nancy, France; Clinique Soins-Etudes de Vitry le François, Fondation Sant'e des Etudiants de France (FSEF), Paris, France
| | - M Leboyer
- FondaMental Foundation, France; Univ Paris Est Créteil, INSERM U955, IMRB, Translational NeuroPsychiatry Laboratory, Créteil, France; AP-HP, Hôpitaux Universitaires Henri Mondor, Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT), Créteil, France
| | - N Risch
- IGF, Univ. Montpellier, CNRS, INSERM, Montpellier, France
| | - E Olié
- Department of Emergency Psychiatry and Acute Care, CHU, Montpellier, France; IGF, Univ. Montpellier, CNRS, INSERM, Montpellier, France; FondaMental Foundation, France
| | - Ph Courtet
- Department of Emergency Psychiatry and Acute Care, CHU, Montpellier, France; IGF, Univ. Montpellier, CNRS, INSERM, Montpellier, France; FondaMental Foundation, France
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4
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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] [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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5
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Chen WY, Pan CH, Su SS, Yang TW, Chen CC, Kuo CJ. Incidence and Risk Profiles for Suicide Mortality in Patients With Schizophrenia Receiving Homecare Case Management in Taiwan. Schizophr Bull 2024; 50:295-303. [PMID: 37163678 PMCID: PMC10919775 DOI: 10.1093/schbul/sbad067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Case management (CM)-based community therapy for patients with schizophrenia had little effect on reducing suicide mortality. We investigate the long-term suicide mortality outcome and associated risk factors in patients with schizophrenia receiving homecare (CM) in Taiwan. We enrolled a nationwide cohort of patients with schizophrenia who newly received homecare CM intervention (n = 13 317) between January 1, 2001, and December 31, 2015; their data were derived from Taiwan's National Health Insurance Research Database. We calculated the incidence rate of suicide methods. We examined the demographic and medical utilization profile for suicide and then performed a nested case-control study and multivariate regression to identify independent risk factors for suicide mortality. Among the 13 317 patients who received homecare CM intervention, 1766 died during the study period, of whom 213 died by suicide, which is the leading cause of unnatural death. Jumping from a high place, self-poisoning, and hanging were the top 3 suicide methods. Increased medical utilization was noted for both psychiatric and non-psychiatric services within 3 months of suicide mortality. Comorbidities of depressive disorder, nonspecific heart diseases, pneumonia, and gastrointestinal ulcers were identified as independent risk factors for suicide mortality. Suicide was the leading cause of unnatural mortality in patients with schizophrenia receiving homecare CM intervention in Taiwan. We noted the preferred suicide methods, high medical utilization, and comorbidities before suicide. Thus, we suggest that the CM team should assess lethal methods for suicide and ensure that patients adhere to psychiatry treatment for improving the current care model for this specified population.
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Affiliation(s)
- Wen-Yin Chen
- Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Chun-Hung Pan
- Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan
- Department of Psychology, National Chengchi University, Taipei, Taiwan
| | - Sheng-Shiang Su
- Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan
| | - Tien-Wei Yang
- Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan
- Psychiatric Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chiao-Chicy Chen
- Psychiatric Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Psychiatry, Mackay Memorial Hospital, Taipei, Taiwan
| | - Chian-Jue Kuo
- Taipei City Psychiatric Center, Taipei City Hospital, Taipei, Taiwan
- Psychiatric Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
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6
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Simon GE, Johnson E, Shortreed SM, Ziebell RA, Rossom RC, Ahmedani BK, Coleman KJ, Beck A, Lynch FL, Daida YG. Predicting suicide death after emergency department visits with mental health or self-harm diagnoses. Gen Hosp Psychiatry 2024; 87:13-19. [PMID: 38277798 PMCID: PMC10939795 DOI: 10.1016/j.genhosppsych.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 01/21/2024] [Accepted: 01/21/2024] [Indexed: 01/28/2024]
Abstract
OBJECTIVE Use health records data to predict suicide death following emergency department visits. METHODS Electronic health records and insurance claims from seven health systems were used to: identify emergency department visits with mental health or self-harm diagnoses by members aged 11 or older; extract approximately 2500 potential predictors including demographic, historical, and baseline clinical characteristics; and ascertain subsequent deaths by self-harm. Logistic regression with lasso and random forest models predicted self-harm death over 90 days after each visit. RESULTS Records identified 2,069,170 eligible visits, 899 followed by suicide death within 90 days. The best-fitting logistic regression with lasso model yielded an area under the receiver operating curve of 0.823 (95% CI 0.810-0.836). Visits above the 95th percentile of predicted risk included 34.8% (95% CI 31.1-38.7) of subsequent suicide deaths and had a 0.303% (95% CI 0.261-0.346) suicide death rate over the following 90 days. Model performance was similar across subgroups defined by age, sex, race, and ethnicity. CONCLUSIONS Machine learning models using coded data from health records have moderate performance in predicting suicide death following emergency department visits for mental health or self-harm diagnosis and could be used to identify patients needing more systematic follow-up.
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Affiliation(s)
- Gregory E Simon
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America.
| | - Eric Johnson
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Susan M Shortreed
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Rebecca A Ziebell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America
| | - Rebecca C Rossom
- HealthPartners Institute, Minneapolis, MN, United States of America
| | - Brian K Ahmedani
- Henry Ford Health Center for Health Services Research, Detroit, MI, United States of America
| | - Karen J Coleman
- Kaiser Permanente Southern California Department of Research and Evaluation, Pasadena, CA, United States of America
| | - Arne Beck
- Kaiser Permanente Colorado Institute for Health Research, Denver, CO, United States of America
| | - Frances L Lynch
- Kaiser Permanente Northwest Center for Health Research, Portland, OR, United States of America
| | - Yihe G Daida
- Kaiser Permanente Hawaii Center for Integrated Health Care Research, Honolulu, HI, United States of America
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7
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Grimholt TK, Bonsaksen T, Heir T, Schou Bredal I, Skogstad L, Ekeberg Ø. Prevalence of suicide attempt and associations with deliberate self-harm, mental health problems, drug misuse and traumatic experiences - a cross sectional survey of the Norwegian population. BMC Psychiatry 2024; 24:164. [PMID: 38408936 PMCID: PMC10895832 DOI: 10.1186/s12888-024-05610-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 02/14/2024] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Monitoring self-reported suicide attempts (SA) with nationally representative surveys is important to initiate suicide prevention strategies. The aim of the study was to assess the prevalence of SA and compare deliberate self-harm, (DSH), mental health, drug misuse and traumas between SA and non-suicide attempters (NSA). METHODS In this cross-sectional survey of a representative sample (N=1757) of the Norwegian population, we compared people with self-reported SA (n=54) to NSA (n=1703) regarding sociodemographic data, mental health problems, drug misuse and exposure to trauma. RESULTS The prevalence of SA was 3.1 %. There was a higher proportion of welfare recipients and more deliberate self-harm, mental health problems, drug misuse and traumas in the SA group compared to NSA. CONCLUSION This national study confirms the association between suicide attempt and deliberate self-harm, mental health problems, drug misuse and traumas.
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Affiliation(s)
- T K Grimholt
- Faculty of Health, VID Specialized University, Oslo, Norway.
- Department of Acute Medicine, Oslo University Hospital, Oslo, Norway.
| | - T Bonsaksen
- Department of Health and Nursing Sciences, Faculty of Social and Health Sciences, Inland Norway University of Applied Sciences, Elverum, Norway
- Department of Health, Faculty of Health Sciences, VID Specialized University, Stavanger, Norway
| | - T Heir
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
- Faculty of Medicine, Institute of Health and Society, University of Oslo, Oslo, Norway
| | - I Schou Bredal
- Faculty of Medicine, Institute of Health and Society, University of Oslo, Oslo, Norway
| | - L Skogstad
- Faculty of Health Sciences, Department of Health and Care Sciences, UiT the Arctic University of Norway, Tromsø, Norway
| | - Ø Ekeberg
- Psychosomatic and Consultation-Liaison psychiatry, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
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Seljenes Bøe A, Mehlum L, Melle I, Qin P. Psychiatric disorders among adult deliberate self-harm patients and subsequent risk of dying by suicide, mental and behavioural disorders and other external causes. J Psychiatr Res 2023; 165:83-90. [PMID: 37481790 DOI: 10.1016/j.jpsychires.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/24/2023] [Accepted: 07/10/2023] [Indexed: 07/25/2023]
Abstract
INTRODUCTION Deliberate self-harm (DSH) treated in general hospital is a well-established risk factor for suicide and other cause mortality. However, few studies have used population data to investigate the differential impact of specific psychiatric disorders on the risk of subsequent suicide, by sex and age of the patient in the context of previous DSH episodes. METHOD All patients aged 18 and older treated for DSH in general hospitals during the period 2008-2018 were identified through national registers. Cox proportional hazards regression was used to ascertain the associated risk of death by suicide, mental and behavioural disorder and other external causes. RESULTS The cohort consisted of 39 479 patients of which 878 died by suicide, 461 by mental and behavioural disorders and 1037 by other external causes. Overall, schizophrenia spectrum disorders, affective disorders and personality disorders increased the risk of suicide. Large gender and age differences were identified in the risk of suicide associated with personality disorders and affective disorders. Alcohol use disorders and dementia increased the risk of dying by mental and behavioural disorders and alcohol use disorders and other substance use disorders increased the risk of death by external causes. CONCLUSION Schizophrenia spectrum disorders, affective disorders and personality disorders increased the risk of suicide among DSH patients, but the effect varied by gender, age and history of previous DSH. Psychiatric evaluation of all DSH patients and treatment tailored to the patient's specific needs is essential to reduce the risk of premature death.
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Affiliation(s)
- Anne Seljenes Bøe
- The National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Norway.
| | - Lars Mehlum
- The National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Norway.
| | - Ingrid Melle
- Division of Mental Health and Addiction, Oslo University Hospital and Institute of Clinical Medicine, Norway.
| | - Ping Qin
- The National Centre for Suicide Research and Prevention, Institute of Clinical Medicine, University of Oslo, Norway.
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Quinlivan L, Gorman L, Marks S, Monaghan E, Asmal S, Webb RT, Kapur N. Liaison psychiatry practitioners' views on accessing aftercare and psychological therapies for patients who present to hospital following self-harm: multi-site interview study. BJPsych Open 2023; 9:e34. [PMID: 36803955 PMCID: PMC9970172 DOI: 10.1192/bjo.2023.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Timely provision of aftercare following self-harm may reduce risks of repetition and premature death, but existing services are frequently reported as being inadequate. AIMS To explore barriers and facilitators to accessing aftercare and psychological therapies for patients presenting to hospital following self-harm, from the perspective of liaison psychiatry practitioners. METHOD Between March 2019 and December 2020, we interviewed 51 staff members across 32 liaison psychiatry services in England. We used thematic analyses to interpret the interview data. RESULTS Barriers to accessing services may heighten risk of further self-harm for patients and burnout for staff. Barriers included: perceived risk, exclusionary thresholds, long waiting times, siloed working and bureaucracy. Strategies to increase access to aftercare included: (a) improving assessments and care plans via input from skilled staff working in multidisciplinary teams (e.g. including social workers and clinical psychologists); (b) supporting staff to focus on assessments as therapeutic intervention; (c) probing boundaries and involving senior staff to negotiate risk and advocate for patients; and (d) building relationships and integration across services. CONCLUSIONS Our findings highlight practitioners' views on barriers to accessing aftercare and strategies to circumvent some of these impediments. Provision of aftercare and psychological therapies as part of the liaison psychiatry service were deemed as an essential mechanism for optimising patient safety and experience and staff well-being. To close treatment gaps and reduce inequalities, it is important to work closely with staff and patients, learn from experiences of good practice and implement change more widely across services.
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Affiliation(s)
- Leah Quinlivan
- Centre for Mental Health and Safety, University of Manchester, UK; Manchester Academic Health Science Centre, University of Manchester, UK; and National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK
| | - Louise Gorman
- Centre for Mental Health and Safety, University of Manchester, UK; Manchester Academic Health Science Centre, University of Manchester, UK; and National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK
| | - Stephen Marks
- Department of Nursing, Faculty of Health and Education, Manchester Metropolitan University, UK
| | - Elizabeth Monaghan
- National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK
| | - Sadika Asmal
- National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK
| | - Roger T Webb
- Centre for Mental Health and Safety, University of Manchester, UK; Manchester Academic Health Science Centre, University of Manchester, UK; and National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK
| | - Nav Kapur
- Centre for Mental Health and Safety, University of Manchester, UK; Manchester Academic Health Science Centre, University of Manchester, UK; National Institute for Health and Care Research (NIHR) Greater Manchester Patient Safety Translational Research Centre, University of Manchester, UK; and Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
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