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Høyen KS, Prestmo A, Simpson MR, Cohen LJ, Solem S, Medås K, Hjemdal O, Vaaler AE, Torgersen T. Symptoms of the suicide crisis syndrome and therapist emotional responses: associations to self-harm and death by suicide within 18-months post-discharge among patients at an acute psychiatric department. J Ment Health 2024; 33:514-521. [PMID: 39148416 DOI: 10.1080/09638237.2024.2390377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 06/06/2024] [Accepted: 06/12/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND AND AIMS This study explored the associations between symptoms of the Suicide Crisis Syndrome (SCS) at admission and self-harm and death by suicide post-discharge. The association between clinicians' emotional responses toward inpatients at admission and post-discharge self-harm and suicide death was also explored. METHODS Within the first 24-h of admission, patients completed a self-report measure of symptoms of SCS, and clinicians reported their emotional responses toward the patients. Follow-up data were obtained from the Norwegian Patient Registry and the Norwegian Cause of Death Registry. RESULTS Within 18 months post-discharge, 44 (12.7%) out of 347 patients had self-harmed, and five patients (1.4%) had died by suicide. At admission, patients who later self-harmed reported higher symptoms of SCS compared to the other patients. Clinicians reported more negative emotional responses toward the self-harm group. In a regression analysis, previous suicidal behavior and a diagnosis of "emotionally unstable personality disorder" (EUPD; F60.3) were associated with increased risk of self-harm post-discharge. CONCLUSION The results indicated that patients with post-discharge episodes of self-harm are significantly different from patients who do not self-harm in terms of more intense symptoms of SCS during admission. Clinicians' negative emotional responses may be relevant in the assessment of the risk of post-discharge self-harm.
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Affiliation(s)
- Karina Sagmo Høyen
- Department of Acute Psychiatry, Division of Mental Health Care, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Astrid Prestmo
- Department of Acute Psychiatry, Division of Mental Health Care, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Melanie R Simpson
- Department of Public Health and Nursing, NTNU, Trondheim, Norway
- Clinical Research Unit Central Norway, St Olavs Hospital, Trondheim, Norway
| | - Lisa Janet Cohen
- Carl Icahn School of Medicine, Mount Sinai/Mount Sinai Beth Israel,New York, NY, USA
| | - Stian Solem
- Department of Psychology, NTNU, Trondheim, Norway
| | - Kamilla Medås
- Department of Acute Psychiatry, Division of Mental Health Care, St. Olavs Hospital, Trondheim, Norway
| | - Odin Hjemdal
- Department of Psychology, NTNU, Trondheim, Norway
| | - Arne Einar Vaaler
- Department of Acute Psychiatry, Division of Mental Health Care, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Terje Torgersen
- Department of Acute Psychiatry, Division of Mental Health Care, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Nidelv District Psychiatric Centre, Division of Mental Health Care, St Olavs Hospital, Trondheim, Norway
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Melzer L, Forkmann T, Teismann T. Suicide Crisis Syndrome: A systematic review. Suicide Life Threat Behav 2024; 54:556-574. [PMID: 38411273 DOI: 10.1111/sltb.13065] [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: 03/07/2023] [Revised: 01/15/2024] [Accepted: 02/07/2024] [Indexed: 02/28/2024]
Abstract
BACKGROUND The objective of this systematic review is to describe the scientific evidence for the Suicide Crisis Syndrome (SCS), a presuicidal cognitive and affective state consisting of five symptomatic dimensions: entrapment, affective disturbance, loss of cognitive control, hyperarousal, and social withdrawal. The aim of this article is to summarize the emerging literature on the SCS and to assess the extent to which a uniform syndrome can be assumed. METHODS A systematic literature search was conducted in three different databases (PubMed, PsycInfo, and Google Scholar) using the search terms "Suicide Crisis Inventory," "Suicide Crisis Syndrome," "Narrative Crisis Model of Suicide," and "Suicide Trigger State." RESULTS In total, 37 articles from 2010 to 2022 were identified by search criteria. Twenty-one articles published between 2017 and 2022 were included in the systematic review. All but three studies were conducted in the United States and examined clinical samples of adult high-risk psychiatric in- and outpatients. Sample sizes ranged from N = 170 to 4846. The findings confirm the unidimensional structure of the proposed disorder and support the predictive validity for short-term suicidal behavior above and beyond suicidal ideation. CONCLUSION Despite the promising predictive validity of the SCS, a precise prediction of future suicidal behavior remains difficult.
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Affiliation(s)
- Laura Melzer
- Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Bochum, Germany
| | - Thomas Forkmann
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Germany
| | - Tobias Teismann
- Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Bochum, Germany
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De Luca GP, Parghi N, El Hayek R, Bloch-Elkouby S, Peterkin D, Wolfe A, Rogers ML, Galynker I. Machine learning approach for the development of a crucial tool in suicide prevention: The Suicide Crisis Inventory-2 (SCI-2) Short Form. PLoS One 2024; 19:e0299048. [PMID: 38728274 PMCID: PMC11086905 DOI: 10.1371/journal.pone.0299048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 02/04/2024] [Indexed: 05/12/2024] Open
Abstract
The Suicide Crisis Syndrome (SCS) describes a suicidal mental state marked by entrapment, affective disturbance, loss of cognitive control, hyperarousal, and social withdrawal that has predictive capacity for near-term suicidal behavior. The Suicide Crisis Inventory-2 (SCI-2), a reliable clinical tool that assesses SCS, lacks a short form for use in clinical settings which we sought to address with statistical analysis. To address this need, a community sample of 10,357 participants responded to an anonymous survey after which predictive performance for suicidal ideation (SI) and SI with preparatory behavior (SI-P) was measured using logistic regression, random forest, and gradient boosting algorithms. Four-fold cross-validation was used to split the dataset in 1,000 iterations. We compared rankings to the SCI-Short Form to inform the short form of the SCI-2. Logistic regression performed best in every analysis. The SI results were used to build the SCI-2-Short Form (SCI-2-SF) utilizing the two top ranking items from each SCS criterion. SHAP analysis of the SCI-2 resulted in meaningful rankings of its items. The SCI-2-SF, derived from these rankings, will be tested for predictive validity and utility in future studies.
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Affiliation(s)
- Gabriele P. De Luca
- Department of Psychiatry, Faculty of Medicine and Psychology, University of Rome Sapienza, Rome, Italy
| | - Neelang Parghi
- Department of Biology, New York University, New York City, New York, United States of America
| | - Rawad El Hayek
- Department of Psychiatry, Mount Sinai Beth Israel, New York City, New York, United States of America
- Icahn School of Medicine at Mount Sinai, New York City, New York, United States of America
| | - Sarah Bloch-Elkouby
- Department of Psychiatry, Mount Sinai Beth Israel, New York City, New York, United States of America
- Icahn School of Medicine at Mount Sinai, New York City, New York, United States of America
| | - Devon Peterkin
- Department of Psychiatry, Mount Sinai Beth Israel, New York City, New York, United States of America
- Icahn School of Medicine at Mount Sinai, New York City, New York, United States of America
| | - Amber Wolfe
- Department of Psychiatry, Mount Sinai Beth Israel, New York City, New York, United States of America
- Icahn School of Medicine at Mount Sinai, New York City, New York, United States of America
| | - Megan L. Rogers
- Department of Psychology, Texas State University, San Marcos, Texas, United States of America
| | - Igor Galynker
- Department of Psychiatry, Mount Sinai Beth Israel, New York City, New York, United States of America
- Icahn School of Medicine at Mount Sinai, New York City, New York, United States of America
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Kotzalidis GD, Fiaschè F, Alcibiade A, Monti L, Di Segni F, Mazza M, Sani G. New pharmacotherapies to tackle the unmet needs in bipolar disorder: a focus on acute suicidality. Expert Opin Pharmacother 2024; 25:435-446. [PMID: 38517222 DOI: 10.1080/14656566.2024.2334425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 03/20/2024] [Indexed: 03/23/2024]
Abstract
INTRODUCTION Suicidal behavior is relatively frequent in patients with bipolar disorder (BD) and constitutes their most frequent cause of death. Suicide rates remain high in patients with BD despite adherence to guidelines recommending lithium as first line, and/or antidepressants, antipsychotics, psychotherapy, psychosocial interventions, and electroconvulsive therapy. Hence the need to identify more effective and rapid anti-suicide interventions. AREAS COVERED To tackle the unmet needs of pharmacotherapy, we investigated the PubMed database on 24-25 January 2024 using strategies like ('acute suicid*'[ti] OR 'suicide crisis syndrome' OR 'acute suicidal affective disturbance') AND (lithium[ti] OR clozapine[ti]), which obtained 3 results, and ('acute suicid*'[ti] OR 'suicide crisis syndrome' OR 'acute suicidal affective disturbance') AND (ketamine[ti] OR esketamine[ti] OR NMDA[ti] OR glutamat*[ti]), which yielded 14 results. We explored glutamatergic abnormalities in BD and suicide and found alterations in both. The noncompetitive NMDS antagonist ketamine and its S-enantiomer esketamine reportedly decrease acute suicidality. EXPERT OPINION Intranasal esketamine or subcutaneous ketamine, single-bolus or intravenous, and possibly other glutamate receptor modulators may improve suicidal behavior in patients with unipolar and bipolar depression. This may be achieved through prompt remodulation of glutamate activity. The correct use of glutamatergic modulators could reduce acute suicidality and mortality in patients with BD.
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Affiliation(s)
- Georgios D Kotzalidis
- Department of Neurosciences, Mental Health, and Sensory Organs (NESMOS), Sapienza University of Rome, Sant'Andrea Hospital, Rome, Italy
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Federica Fiaschè
- ASL RM1, Presidio Ospedaliero San Filippo Neri, Servizio Psichiatrico di Diagnosi e Cura, Rome, Italy
| | - Alessandro Alcibiade
- Marina Militare Italiana (Italian Navy), Defense Ministry of Italy, Rome, Italy
- Psychiatry Residency Training Programme, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Laura Monti
- UOS Clinical Psychology, Clinical Government, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Federica Di Segni
- Psychiatry Residency Training Programme, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Marianna Mazza
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gabriele Sani
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Rome, Italy
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Toukhy N, Gvion Y, Barzilay S, Apter A, Haruvi-Catalan L, Lavidor M, Benaroya-Milshtein N, Fennig S, Hamdan S. Implicit or explicit self-associations with life and death? Predicting short-term self-injurious thoughts and behaviors among adolescents. DEATH STUDIES 2024:1-12. [PMID: 38393677 DOI: 10.1080/07481187.2024.2318601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
Implicit self-association with death, measured by the Death/Suicide-Implicit Association Test (D/S-IAT), predicts short-term Self-Injurious Thoughts and Behaviors (SITBs) among adolescents. However, comparing the predictive utility of the D/S-IAT with explicit (i.e. self-report) self-association with life and death was not examined previously. The current study sought to examine whether the D/S-IAT and explicit self-association with life and death predict current and prospective SITBs, and to examine the association between the two measures. One-hundred and thirty-one Jewish Israeli adolescents with SITBs, aged 10-18 years (74.8% female) were assessed at clinic intake. Participants completed D/S-IAT, depression, attitudes toward life and death and suicide risk assessment at intake and one-month follow-up. Implicit, rather than explicit, attitudes toward life and death predicted SITBs at one-month follow-up, beyond depression and past SITBs. The implicit and explicit measures were not significantly related at intake, indicating that they might capture different aspects of SITBs.
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Affiliation(s)
- N Toukhy
- Department of Psychology, Bar Ilan University, Ramat Gan, Israel
| | - Y Gvion
- Department of Psychology, Bar Ilan University, Ramat Gan, Israel
| | - S Barzilay
- Department of Community Mental Health, University of Haifa, Haifa, Israel
| | - A Apter
- Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - L Haruvi-Catalan
- Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - M Lavidor
- Department of Psychology, Bar Ilan University, Ramat Gan, Israel
| | | | - S Fennig
- Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - S Hamdan
- School of Behavioral Sciences, Academic College of Tel-Aviv Yaffo (MTA), Tel Aviv- Yaffo, Israel
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Cohen LJ, Hernandez M, Mokhtar R, Richards J, Bloch-Elkouby S, Rogers ML, Galynker I. Stressful Life Events and Near-term Suicidal Risk in a Clinical Population. Psychiatr Q 2023; 94:467-482. [PMID: 37432540 DOI: 10.1007/s11126-023-10038-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/13/2023] [Indexed: 07/12/2023]
Abstract
The present study examined 22 specific stressful life events (SLEs) in relation to recent and prospective suicidal thoughts and behaviors (STBs). The effect of assessment method (self-report vs. chart-based ratings) and inpatient/outpatient status was also investigated. Past 3-month STBs and SLEs were assessed for 1,058 psychiatric patients; 696 completed one-month follow-up assessments. SLEs were common, with 684 participants (64.7%) reporting at least one. Total number of SLEs correlated with recent and prospective STB. A higher incidence of SLE's was found with self-report vs. chart-based measures (on 20 SLEs) and inpatients vs. outpatients (on 7 SLEs). SLEs of interpersonal rejection and loss, homelessness and academic failure offered elevated risk. In sum, SLEs are common and associated with STBs in psychiatric patients. SLEs of interpersonal rejection and loss, homelessness and academic failure may merit increased clinical attention.
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Affiliation(s)
- Lisa J Cohen
- Icahn School of Medicine at Mount Sinai, New York, NY, United States of America.
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY, United States of America.
| | - Michelle Hernandez
- Taub Institute, Columbia University Medical Center, New York, NY, United States of America
| | - Radwa Mokhtar
- Graduate School of Applied and Professional Psychology, Rutgers University, Piscataway, NJ, United States of America
| | - Jenelle Richards
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY, United States of America
| | - Sarah Bloch-Elkouby
- Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY, United States of America
| | - Megan L Rogers
- Department of Psychology, Texas State University, San Marcos, TX, United States of America
| | - Igor Galynker
- Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY, United States of America
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Rogers ML, McMullen L, Liang Y, Perez N, Richards JA, Akülker G, Barzilay S, Bilici R, Blum Y, Chistopolskaya K, Dudeck M, Husain MI, Kuśmirek O, Luiz JM, Menon V, Pilecka B, Sadovnichaya V, Titze L, Valvassori SS, You S, Galynker I. Cross-national presence and sociodemographic correlates of the suicide crisis syndrome. J Affect Disord 2023; 329:1-8. [PMID: 36828142 DOI: 10.1016/j.jad.2023.02.076] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 02/14/2023] [Accepted: 02/17/2023] [Indexed: 02/24/2023]
Abstract
BACKGROUND The Suicide Crisis Syndrome (SCS) has been proposed as an acute, pre-suicidal mental state that precedes imminent suicidal behavior; however, its cross-national applicability and sociodemographic correlates have not yet been determined. The present study assessed the presence and severity of the SCS in ten countries and examined several potential sociodemographic correlates (i.e., age, gender, marital status, race/ethnicity) of the SCS. METHODS 5528 community-based adults across 10 participating countries provided information on their SCS symptoms and sociodemographic characteristics in an anonymous online survey obtained via convenience sampling during the first year of the COVID-19 pandemic. RESULTS The SCS occurred cross-nationally, with rates ranging from 3.6% (Israel) to 16.2% (Poland). Those in the United States, South Korea, Poland, and Turkey had the highest severity of symptoms. Participants who were older, identified as cisgender men, and married tended to have lower rates of the SCS than their respective counterparts. There were minimal differences in the SCS by race/ethnicity. LIMITATIONS These data were both cross-sectional and collected via convenience sampling, limiting generalizability of findings and information about the SCS's predictive utility. CONCLUSIONS These findings support the cross-national presence of the SCS during the COVID-19 pandemic. Sociodemographic correlates aligned with those of suicidal behavior more generally, providing additional evidence for the concurrent/predictive validity of the SCS.
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Affiliation(s)
- Megan L Rogers
- Department of Psychology, Texas State University, San Marcos, TX, USA.
| | - Lauren McMullen
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY, USA
| | - Yinan Liang
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY, USA
| | - Nazareth Perez
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY, USA
| | - Jenelle A Richards
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY, USA
| | | | - Shira Barzilay
- Department of Community Mental Health, University of Haifa, Haifa, Israel
| | | | - Yarden Blum
- Department of Psychology, College of Management, Rishon LeZion, Israel
| | | | - Manuela Dudeck
- Department of Forensic Psychiatry and Psychotherapy, Ulm University, Germany
| | - M Ishrat Husain
- Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Ontario, Canada
| | - Oskar Kuśmirek
- Institute of Psychology, Polish Academy of Sciences, Warsaw, Poland
| | - Jhoanne M Luiz
- Laboratório de Psiquiatria Translacional, Programa de Pós-Graduação em Ciências da Saúde, Universidade do Extremo Sul Catarinense (UNESC), Criciúma, SC, Brazil
| | - Vikas Menon
- Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | | | | | - Larissa Titze
- Department of Forensic Psychiatry and Psychotherapy, Ulm University, Germany
| | - Samira S Valvassori
- Laboratório de Psiquiatria Translacional, Programa de Pós-Graduação em Ciências da Saúde, Universidade do Extremo Sul Catarinense (UNESC), Criciúma, SC, Brazil
| | - Sungeun You
- Department of Psychology, Chungbuk National University, Cheongju, Chungbuk, South Korea
| | - Igor Galynker
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, NY, USA
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Post-Discharge Suicide among High-Risk Psychiatric Inpatients: Risk factors and warnings signs. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2023. [DOI: 10.1016/j.jadr.2023.100506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023] Open
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Nicholas A, Haregu T, Henderson C, Armstrong G. Suicide stigma measures: A scoping review. J Affect Disord 2023; 321:114-125. [PMID: 36283535 DOI: 10.1016/j.jad.2022.10.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 09/13/2022] [Accepted: 10/18/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Worldwide, approximately 800,000 people die by suicide every year, and non-fatal suicidal thoughts and behaviours are common. Stigma is likely a major barrier to preventing suicide. The purpose of our review is to scope the development, psychometric properties and use of measures that explicitly seek to measure the construct of suicide stigma. METHODS We conducted a scoping review. We searched PubMed, PsycINFO, Embase and CINAHL using search terms related to suicide, stigma and measures/scales with no date limits. We included any measure the authors defined as measuring suicide-related stigma. Only peer-reviewed articles published in English were included. RESULTS We included 106 papers discussing 23 measures of suicide stigma; 82 provided data on psychometric properties. Measures assessed personal or public stigma; and stigma toward a range of suicidal phenomena (e.g., suicidal thoughts, those bereaved by suicide). 'Stigma' definitions varied and were not always provided. The Grief Experience Questionnaire, Suicide Opinion Questionnaire and Stigma of Suicide Scale were the most commonly cited. Measures varied in the strength of their psychometric properties. LIMITATIONS We only included papers in English. Because we included any measures authors defined as measuring suicide stigma, we may have included measures not commonly considered as measures of suicide stigma, and conversely we might have excluded relevant measures because they did not use the term 'stigma'. DISCUSSION This review aimed to assist in better understanding available suicide stigma measures, their strengths and weaknesses and current uses, and will inform the development of future suicide stigma measures.
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Affiliation(s)
- Angela Nicholas
- Centre for Mental Health, Melbourne School of Population and Global Health, The University of Melbourne, Australia
| | - Tilahun Haregu
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, The University of Melbourne, Australia
| | - Claire Henderson
- Health Service and Population Research, Kings College London, UK
| | - Gregory Armstrong
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, The University of Melbourne, Australia.
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Rogers ML, Bafna A, Galynker I. Comparative clinical utility of screening for Suicide Crisis Syndrome versus suicidal ideation in relation to suicidal ideation and attempts at one-month follow-up. Suicide Life Threat Behav 2022; 52:866-875. [PMID: 35441411 DOI: 10.1111/sltb.12870] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 02/03/2022] [Accepted: 04/05/2022] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Suicidal ideation (SI) has numerous limitations in predicting suicidal behavior. The Suicide Crisis Syndrome (SCS) is proposed as an alternative method of detecting risk. This study compares the relative utility of SI and SCS in statistically predicting SI and behaviors at one-month follow-up. METHODS 382 psychiatric patients (98 inpatients, 284 outpatients) completed baseline measures and provided information about suicide-related outcomes one month later. Participants were grouped based on responses to measures assessing SCS and SI. RESULTS Rates of follow-up suicidal behavior were significantly higher among those reporting both SCS and SI (22.2%) than those reporting SI alone (6.0%) or neither SCS nor SI (0.9%). SCS alone (8.3%) had descriptively, but not statistically, higher rates of suicidal behavior than those with neither SCS nor SI, and did not differ from SI alone and the combination of SCS and SI. Those reporting SI-with and without SCS-had higher levels of follow-up suicidal thoughts than those without SI. CONCLUSION The SCS was equivalent to SI, and incrementally informative alongside SI, in detecting individuals at risk of future suicidal behavior, whereas SI was more strongly related to future SI than SCS. The combination of SCS and SI may be clinically useful in detecting individuals who are at risk for suicide.
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Affiliation(s)
- Megan L Rogers
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, New York, USA
| | - Anokhi Bafna
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, New York, USA
| | - Igor Galynker
- Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, New York, USA
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Exploring associations between the Modular Assessment of Risk for Imminent Suicide (MARIS) questionnaire and recent suicidal ideation and behavior among patients admitted at an acute psychiatric inpatient department. Nord J Psychiatry 2022; 77:266-275. [PMID: 37039324 DOI: 10.1080/08039488.2022.2100929] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
PURPOSE The aim of the present study was to investigate the psychometric validity of the Modular Assessment of Risk for Imminent Suicide (MARIS) questionnaire in relation to recent suicidal ideation and behavior among a sample of patients admitted to an acute psychiatric inpatient department in Norway. METHODS The MARIS was completed within the first 24 h after admission by 338 patients and their clinicians. Information on recent suicidal ideation and behavior was extracted from patients' medical charts. Two out of four MARIS modules, the Suicide Trigger Scale Short-Form (STS-SF; modified version), and the Therapist Response Questionnaire Short-Form (TRQ-SF) demonstrated good internal consistency. The relationships between the STS-SF, addressing symptoms of the suicide crisis syndrome, and the TRQ-SF, exploring therapist emotional responses, and recent suicidal ideation was investigated by logistic regression analysis. RESULTS In the logistic regression analysis including pre-selected diagnoses, age, and gender as covariates, both STS-SF and TRQ-SF showed significant associations with recent suicidal ideation (inclusive of suicidal behavior in 27% of the patients with suicidal ideation). CONCLUSION Both the STS-SF and the TRQ-SF showed concurrent and incremental validity with regard to suicidal ideation. This is the first study showing the cross-cultural validity of the MARIS and supports its clinical utility as a suicide risk assessment tool in inpatient settings. Additionally, this study adds to the literature supporting the value of assessing clinicians' emotional responses to high risk patients.
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Suicidal Ideation among University Students: A Moderated Mediation Model Considering Attachment, Personality, and Sex. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19106167. [PMID: 35627705 PMCID: PMC9141600 DOI: 10.3390/ijerph19106167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/13/2022] [Accepted: 05/17/2022] [Indexed: 02/07/2023]
Abstract
The present study aimed to examine the link between attachment, personality traits, and suicidal ideation with consideration of the potential moderating role of age and sex. The Suicidal History Self-Rating Screening Scale, the Personality Inventory for DSM-5-Brief Form, and the Attachment Style Questionnaire were administered to 183 students. There was a significant indirect effect of need for approval on suicidal ideation via detachment. Moreover, the moderated mediation models of need for approval and preoccupation with relationships on suicidality via negative affectivity were significant in men, but not women, whereas the moderated mediation model of need for approval on suicidality via detachment was significant in women, but not men. Young men and women seem at risk for increased suicidal ideation based on specific attachment and personality characteristics, which should be considered for the development of prevention and therapeutic interventions.
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Cohen LJ, Mokhtar R, Richards J, Hernandez M, Bloch-Elkouby S, Galynker I. The Narrative-Crisis Model of suicide and its prediction of near-term suicide risk. Suicide Life Threat Behav 2022; 52:231-243. [PMID: 34766360 DOI: 10.1111/sltb.12816] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 08/19/2021] [Accepted: 09/07/2021] [Indexed: 12/15/2022]
Abstract
Despite decades of research, much remains unknown about the transition from chronic to imminent suicidal risk. In the context of COVID-19, this question is even more urgent. The present study tests a novel, stepwise model of this transition, termed the Narrative-Crisis Model. This model proposes that, in people with chronic risk factors, stressful life events can trigger a specific progression of cognitive-affective responses (the suicidal narrative and the suicide crisis syndrome), resulting in increased near-term risk of suicidal thoughts and behavior (STB). Identification of each step in this progression provides opportunities for more precise interventions. Concurrent validity was tested with 732 psychiatric patients and predictive validity with 524 participants, assessed one to two months later. Chronic risk factors were measured with the Childhood Trauma Questionnaire, Relationship Styles Questionnaire, and UPPS-P Impulsive Behavior Scale; acute risk factors with the Stressful Life Events Questionnaire, Suicide Narrative Inventory, and Suicide Crisis Inventory. The Columbia Suicide Severity Rating Scale was administered at the initial research assessment and follow-up. Indirect effects were significant for the full model and most pathways, in both concurrent and prospective analyses. In sum, this study provides empirical support for a novel, stepwise model of the progression from chronic to near-term suicidal risk.
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Affiliation(s)
- Lisa Janet Cohen
- Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Psychiatry, Mount Sinai Beth Israel, New York, New York, USA
| | - Radwa Mokhtar
- Graduate School of Applied and Professional Psychology, Rutgers University, Piscataway, New Jersey, USA
| | - Jenelle Richards
- Department of Psychiatry, Mount Sinai Beth Israel, New York, New York, USA
| | - Michelle Hernandez
- Department of Psychology, The City College of New York, New York, New York, USA
| | | | - Igor Galynker
- Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Psychiatry, Mount Sinai Beth Israel, New York, New York, USA
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Rogers ML, Vespa A, Bloch-Elkouby S, Galynker I. Validity of the modular assessment of risk for imminent suicide in predicting short-term suicidality. Acta Psychiatr Scand 2021; 144:563-577. [PMID: 34333759 DOI: 10.1111/acps.13354] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 07/29/2021] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The Modular Assessment of Risk for Imminent Suicide (MARIS) is a clinical assessment tool, consisting of four modules assessing (1) a pre-suicidal cognitive-affective state (Module 1); (2) patients' attitudes toward suicide (Module 2); (3) clinicians' assessment of suicide risk factors (Module 3); and (4) clinicians' emotional responses to patients (Module 4) that assesses short-term suicide risk. Initial evidence provided evidence for its reliability and concurrent validity. The present study extended these findings by examining the MARIS's predictive validity in relation to suicidal thoughts and behaviors at one-month follow-up. METHODS A sample of 1039 psychiatric patients (378 inpatients, 661 outpatients) and their clinicians (N = 144) completed a battery of measures at baseline; 670 patients completed the one-month follow-up assessment. RESULTS MARIS total scores predicted suicidal thoughts and behaviors at one-month follow-up, even after controlling for baseline suicidal thoughts and behaviors. Moreover, both Module 1 and the Distress subscale of Module 4 were uniquely associated with suicidal thoughts and behaviors at one-month follow-up, controlling for baseline suicidal thoughts and behaviors. Modules 2 and 3, on the other hand, exhibited poor internal consistency. CONCLUSION Overall, both patient- and clinician-rated indices are uniquely predictive of suicidal thoughts and behaviors at one-month follow-up, highlighting the need for integrating clinicians' emotional responses into suicide risk assessment. Pending replication and extension of these findings in external samples, a briefer, two-module version of MARIS (MARIS-2) may be such an integrative, psychometrically sound, and clinically useful instrument that can be utilized to assess short-term suicide risk.
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Affiliation(s)
- Megan L Rogers
- Icahn School of Medicine, Mount Sinai Beth Israel, New York, New York, USA
| | - Allison Vespa
- Icahn School of Medicine, Mount Sinai Beth Israel, New York, New York, USA
| | | | - Igor Galynker
- Icahn School of Medicine, Mount Sinai Beth Israel, New York, New York, USA
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15
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Ptaszynski M, Zasko-Zielinska M, Marcinczuk M, Leliwa G, Fortuna M, Soliwoda K, Dziublewska I, Hubert O, Skrzek P, Piesiewicz J, Karbowska P, Dowgiallo M, Eronen J, Tempska P, Brochocki M, Godny M, Wroczynski M. Looking for Razors and Needles in a Haystack: Multifaceted Analysis of Suicidal Declarations on Social Media-A Pragmalinguistic Approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:11759. [PMID: 34831513 PMCID: PMC8624334 DOI: 10.3390/ijerph182211759] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/21/2021] [Accepted: 10/27/2021] [Indexed: 11/16/2022]
Abstract
In this paper, we study language used by suicidal users on Reddit social media platform. To do that, we firstly collect a large-scale dataset of Reddit posts and annotate it with highly trained and expert annotators under a rigorous annotation scheme. Next, we perform a multifaceted analysis of the dataset, including: (1) the analysis of user activity before and after posting a suicidal message, and (2) a pragmalinguistic study on the vocabulary used by suicidal users. In the second part of the analysis, we apply LIWC, a dictionary-based toolset widely used in psychology and linguistic research, which provides a wide range of linguistic category annotations on text. However, since raw LIWC scores are not sufficiently reliable, or informative, we propose a procedure to decrease the possibility of unreliable and misleading LIWC scores leading to misleading conclusions by analyzing not each category separately, but in pairs with other categories. The analysis of the results supported the validity of the proposed approach by revealing a number of valuable information on the vocabulary used by suicidal users and helped to pin-point false predictors. For example, we were able to specify that death-related words, typically associated with suicidal posts in the majority of the literature, become false predictors, when they co-occur with apostrophes, even in high-risk subreddits. On the other hand, the category-pair based disambiguation helped to specify that death becomes a predictor only when co-occurring with future-focused language, informal language, discrepancy, or 1st person pronouns. The promising applicability of the approach was additionally analyzed for its limitations, where we found out that although LIWC is a useful and easily applicable tool, the lack of any contextual processing makes it unsuitable for application in psychological and linguistic studies. We conclude that disadvantages of LIWC can be easily overcome by creating a number of high-performance AI-based classifiers trained for annotation of similar categories as LIWC, which we plan to pursue in future work.
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Affiliation(s)
- Michal Ptaszynski
- Department of Computer Science, Kitami Institute of Technology, Kitami 090-8507, Japan;
| | - Monika Zasko-Zielinska
- Department of Contemporary Polish Language, Faculty of Philology, University of Wrocław, 50-140 Wrocław, Poland;
| | - Michal Marcinczuk
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
- Department of Computational Intelligence, Faculty of Computer Science and Management, Wrocław University of Science and Technology, 50-370 Wrocław, Poland
| | - Gniewosz Leliwa
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Marcin Fortuna
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
- Institute of English and American Studies, Glottodidactics and Natural Language Processing Division, University of Gdańsk, 80-308 Gdańsk, Poland
| | - Kamil Soliwoda
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Ida Dziublewska
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Olimpia Hubert
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Pawel Skrzek
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Jan Piesiewicz
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Paula Karbowska
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Maria Dowgiallo
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
- Institute of Clinical Psychology, SWPS University of Social Sciences and Humanities, 03-815 Warsaw, Poland
| | - Juuso Eronen
- Department of Computer Science, Kitami Institute of Technology, Kitami 090-8507, Japan;
| | - Patrycja Tempska
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Maciej Brochocki
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Marek Godny
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
| | - Michal Wroczynski
- Samurai Labs, 81-824 Sopot, Poland; (M.M.); (G.L.); (M.F.); (K.S.); (I.D.); (O.H.); (P.S.); (J.P.); (P.K.); (M.D.); (P.T.); (M.B.); (M.G.); (M.W.)
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Rogers ML, Cao E, Sinclair C, Galynker I. Associations between goal orientation and suicidal thoughts and behaviors at one-month follow-up: Indirect effects through ruminative flooding. Behav Res Ther 2021; 145:103945. [PMID: 34399271 DOI: 10.1016/j.brat.2021.103945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 07/24/2021] [Accepted: 08/10/2021] [Indexed: 12/29/2022]
Abstract
Previous research has identified both goal orientation and ruminative flooding as potential risk factors for suicidal thoughts and behaviors, as well as positive associations between goal orientation and rumination. The present study examined whether the association between goal orientation and suicidal thoughts and behaviors, assessed one month later, was accounted for by ruminative flooding. A sample of 924 psychiatric outpatients (Mage = 39.09 years, SD = 14.82, range = 18 to 84; 61.7% female; 37.0% White) completed self-report and interview measures at baseline and provided information about suicide-related outcomes at one-month follow-up. Goal orientation was positively associated with ruminative flooding, and both goal orientation and ruminative flooding were associated with suicidal thoughts and behaviors at one-month follow-up. Controlling for lifetime suicidal thoughts and behaviors, as well as patient age and sexual orientation, ruminative flooding accounted for the relationship between goal orientation and suicidal thoughts and behaviors at one-month follow-up. These findings were especially relevant for individuals with a history of multiple suicide attempts. Overall, this study provided evidence that difficulties with goal orientation may relate to suicidal thoughts and behaviors through intense ruminations perceived as a loss of cognitive control. Interventions that address ruminative thinking and cognitive flexibility may, in turn, assist in reducing emotion dysregulation and managing suicidality among those who struggle with goal orientation.
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Affiliation(s)
| | - Erjia Cao
- Icahn School of Medicine, Mount Sinai Beth Israel, USA; Department of Counseling and Clinical Psychology, Teachers College, Columbia University, USA
| | - Courtney Sinclair
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, USA
| | - Igor Galynker
- Icahn School of Medicine, Mount Sinai Beth Israel, USA
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17
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Ying G, Chennapragada L, Musser ED, Galynker I. Behind therapists' emotional responses to suicidal patients: A study of the narrative crisis model of suicide and clinicians' emotions. Suicide Life Threat Behav 2021; 51:684-695. [PMID: 33486794 PMCID: PMC8693386 DOI: 10.1111/sltb.12730] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 09/01/2020] [Accepted: 11/20/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Clinicians' negative emotional responses to suicidal patients are predictive of near-term suicidality. This study aimed to explore the underlying pathway of this association by investigating the potential relationship between clinicians' emotional responses and the Narrative Crisis Model of suicide, which comprises long-term risk factors (LTRF) of suicidal thoughts and behaviors, Suicidal Narrative, and the Suicide Crisis Syndrome (SCS), a presuicidal affective state. METHOD One thousand and One patient participants and 169 clinician participants were recruited. Patients' Suicidal Narrative, SCS, and LTRF were assessed at intake using the Suicidal Narrative Inventory (SNI), the Suicide Crisis Inventory, and a composite score of three separate scales, respectively. Clinicians' emotional responses were measured immediately after patient intake using the Therapist Response Questionnaire-Suicide Form (TRQ-SF). RESULTS Multilevel regression analyses, which controlled for clinician differences, found that only patients' SNI total score and perceived burdensomeness subscale score were significantly associated with clinicians' TRQ-SF total score. Furthermore, a higher SNI total score was significantly related to higher distress and lower affiliation scores among clinicians. CONCLUSIONS Clinicians appear to respond emotionally to patients' Suicidal Narrative, and thus, future investigation of Suicidal Narrative and its potential to improve imminent suicide risk assessment is warranted.
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Affiliation(s)
- Gelan Ying
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY, USA
| | - Lakshmi Chennapragada
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY, USA
| | - Erica D. Musser
- Division of Clinical Science, Department of Psychology, Florida International University, Miami, FL, USA
| | - Igor Galynker
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
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18
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Parghi N, Chennapragada L, Barzilay S, Newkirk S, Ahmedani B, Lok B, Galynker I. Assessing the predictive ability of the Suicide Crisis Inventory for near-term suicidal behavior using machine learning approaches. Int J Methods Psychiatr Res 2021; 30:e1863. [PMID: 33166430 PMCID: PMC7992291 DOI: 10.1002/mpr.1863] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 09/18/2020] [Accepted: 10/23/2020] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE This study explores the prediction of near-term suicidal behavior using machine learning (ML) analyses of the Suicide Crisis Inventory (SCI), which measures the Suicide Crisis Syndrome, a presuicidal mental state. METHODS SCI data were collected from high-risk psychiatric inpatients (N = 591) grouped based on their short-term suicidal behavior, that is, those who attempted suicide between intake and 1-month follow-up dates (N = 20) and those who did not (N = 571). Data were analyzed using three predictive algorithms (logistic regression, random forest, and gradient boosting) and three sampling approaches (split sample, Synthetic minority oversampling technique, and enhanced bootstrap). RESULTS The enhanced bootstrap approach considerably outperformed the other sampling approaches, with random forest (98.0% precision; 33.9% recall; 71.0% Area under the precision-recall curve [AUPRC]; and 87.8% Area under the receiver operating characteristic [AUROC]) and gradient boosting (94.0% precision; 48.9% recall; 70.5% AUPRC; and 89.4% AUROC) algorithms performing best in predicting positive cases of near-term suicidal behavior using this dataset. CONCLUSIONS ML can be useful in analyzing data from psychometric scales, such as the SCI, and for predicting near-term suicidal behavior. However, in cases such as the current analysis where the data are highly imbalanced, the optimal method of measuring performance must be carefully considered and selected.
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Affiliation(s)
- Neelang Parghi
- Courant Institute of Mathematical Sciences, New York University, New York City, New York, USA
| | - Lakshmi Chennapragada
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, New York, USA
| | - Shira Barzilay
- Psychiatry Department, Schneider Children's Medical Centre, Tel Aviv University, Tel Aviv, Israel
| | - Saskia Newkirk
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, New York, USA
| | - Brian Ahmedani
- Center for Health Policy and Health Services Research, Henry Ford Health System, Detroit, Michigan, USA
| | - Benjamin Lok
- College of Engineering, University of Florida, Gainesville, Florida, USA
| | - Igor Galynker
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, New York, USA.,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
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19
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Høyen KS, Solem S, Cohen LJ, Prestmo A, Hjemdal O, Vaaler AE, Galynker I, Torgersen T. Non-disclosure of suicidal ideation in psychiatric inpatients: Rates and correlates. DEATH STUDIES 2021; 46:1823-1831. [PMID: 33586630 DOI: 10.1080/07481187.2021.1879317] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The study explored how common non-disclosure of suicidal ideation is in a sample of adult psychiatric inpatients (N = 171) plus associated patient characteristics. A large percentage (51.5%) withheld some information on suicidal ideation during admission. In multivariable analyses, correlates of non-disclosure included a diagnosis of emotionally unstable personality disorder, low satisfaction with stay, and symptoms of the suicide crisis syndrome. In univariate analyses, therapists' emotional response to the patient was also a correlate. Findings indicate that among acute psychiatric inpatients, non-disclosure of suicidal ideation is quite common, requiring awareness from clinicians relying on this parameter in suicide risk assessments.
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Affiliation(s)
- Karina Sagmo Høyen
- Department of Østmarka, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Stian Solem
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Lisa Janet Cohen
- Carl Icahn School of Medicine, Mount Sinai/Mount Sinai Beth Israel, New York, New York, USA
| | - Astrid Prestmo
- Department of Østmarka, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Odin Hjemdal
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Arne Einar Vaaler
- Department of Østmarka, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Igor Galynker
- Carl Icahn School of Medicine, Mount Sinai/Mount Sinai Beth Israel, New York, New York, USA
| | - Terje Torgersen
- Department of Østmarka, St. Olavs Hospital, Trondheim, Norway
- Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
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20
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Barzilay S, Assounga K, Veras J, Beaubian C, Bloch-Elkouby S, Galynker I. Assessment of near-term risk for suicide attempts using the suicide crisis inventory. J Affect Disord 2020; 276:183-190. [PMID: 32697697 DOI: 10.1016/j.jad.2020.06.053] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 04/17/2020] [Accepted: 06/23/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND The Suicide Crisis Syndrome (SCS) describes a pre-suicidal mental state marked by entrapment accompanied by affective disturbances, loss of cognitive control, hyperarousal and social withdrawal. This study tested the consistency and validity of the Suicide Crisis Inventory (SCI), a proposed measure of SCS severity, amongst a large, heterogeneous patient sample. METHODS The SCI was used to assess 867 adult psychiatric inpatients and outpatients. Confirmatory factor analysis, logistic regressions and area under the curve analyses (AUC) were used to examine internal structure, construct validity and predictive validity for suicide ideation, plan and attempt one-month post-assessment. RESULTS The five-factor model of the SCS demonstrated good fit and excellent internal consistency. SCI scores indicated significant associations but non-redundancy with depression, anxiety, and independence from other dimensions of psychiatric distress. SCI scores specifically predicted suicide attempts with an AUC of 0.733 and odds ratio=8.62 (p<0.001) at optimal cut-off point. SCI incremental predictive validity over and beyond suicidal ideation and attempts history reported at baseline was supported for predicting suicide attempts (β= 0.012, S.E = 0.006; p=0.046). LIMITATIONS The SCI is subject to self-report bias and does not include the SCS social withdrawal component. Follow-up assessment retention was partial (68%, n=591). CONCLUSION The SCI is validated as a tool for the assessment of the SCS intensity and of imminent suicidal behavior. The SCI is suggested as a tool that could aid both researchers and clinicians in comprehensive assessment of a pre-suicidal mental state within moderate to high-risk populations, regardless of self-report on suicidal intent.
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Affiliation(s)
- Shira Barzilay
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY USA; Department of Psychiatry, Schneider Children's Medical Center of Israel, Tel Aviv University, Tel Aviv, Israel.
| | - Krystel Assounga
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY USA
| | - Jacqueline Veras
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY USA
| | - Courtnie Beaubian
- Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY USA
| | - Sarah Bloch-Elkouby
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY USA
| | - Igor Galynker
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, NY USA; Department of Psychiatry and Behavioral Health, Mount Sinai Beth Israel Medical Center, New York City, NY USA
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Abstract
PURPOSE OF REVIEW The ability to effectively prepare for and respond to the psychological fallout from large-scale disasters is a core competency of military mental health providers, as well as civilian emergency response teams. Disaster planning should be situation specific and data driven; vague, broad-spectrum planning can contribute to unprepared mental health teams and underserved patient populations. Herein, we review data on mental health sequelae from the twenty-first century pandemics, including SARS-CoV2 (COVID-19), and offer explanations for observed trends, insights regarding anticipated needs, and recommendations for preliminary planning on how to best allocate limited mental health resources. RECENT FINDINGS Anxiety and distress, often attributed to isolation, were the most prominent mental health complaints during previous pandemics and with COVID-19. Additionally, post-traumatic stress was surprisingly common and possibly more enduring than depression, insomnia, and alcohol misuse. Predictions regarding COVID-19's economic impact suggest that depression and suicide rates may increase over time. Available data suggest that the mental health sequelae of COVID-19 will mirror those of previous pandemics. Clinicians and mental health leaders should focus planning efforts on the negative effects of isolation, particularly anxiety and distress, as well as post-traumatic stress symptoms.
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Affiliation(s)
- Rachel H Han
- Walter Reed National Military Medical Center, Behavioral Health Consultation and Education, 8960 Brown Drive, Building 7 Room 5309, Bethesda, MD, 20889, USA.
| | | | - Wendi M Waits
- Walter Reed National Military Medical Center, Behavioral Health Consultation and Education, 8960 Brown Drive, Building 7 Room 5309, Bethesda, MD, 20889, USA
| | - Alexa K C Bell
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Tashina L Miller
- Walter Reed National Military Medical Center, Behavioral Health Consultation and Education, 8960 Brown Drive, Building 7 Room 5309, Bethesda, MD, 20889, USA
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Ying G, Cohen LJ, Lloveras L, Barzilay S, Galynker I. Multi-informant prediction of near-term suicidal behavior independent of suicidal ideation. Psychiatry Res 2020; 291:113169. [PMID: 32562934 DOI: 10.1016/j.psychres.2020.113169] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 05/29/2020] [Accepted: 05/30/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Both the Suicide Crisis Syndrome (SCS) and clinicians' emotional responses to suicidal patients are predictive of near-term suicidal behaviors. Thus, we tested predictive validity of a combination of the proposed Diagnostic and Statistical Manual SCS criteria and the Therapist Response Questionnaire Suicide Form (TRQ-SF) for near-term suicidal behavior. METHODS The presence of SCS in adult psychiatric outpatients (N=451) was assessed using relevant items from validated psychometric assessments. Clinicians completed the TRQ-SF immediately after patient intake. Suicide attempts (SA) and a combination of suicide plans and attempts (SPA) were measured at one month follow-up (N=359). RESULTS At follow-up nine patients reported having SPA and seven reported SA. Meeting the SCS criteria were associated with near-term SA (χ2=5.987, p<0.01), while high TRQ-SF scores were associated with both near-term SA (χ2=5.971, p<0.05) and SPA (χ2=7.069, p<0.01). Meeting either the SCS or having high TRQ-SF scores, but not both, was associated with near-term SA (χ2=11.893, p<0.01) and SPA (χ2=11.449, p<0.01). Incremental predictive validity over standard suicide risk factors and individual scales was demonstrated in logistic regressions. CONCLUSIONS Multi-informant risk assessment not reliant on patient self-reported ideation appear to enhance predictive power of traditional risk assessments in identifying imminent suicide risk.
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Affiliation(s)
- Gelan Ying
- Mount Sinai Beth Israel Department of Psychiatry.
| | - Lisa J Cohen
- Mount Sinai Beth Israel Department of Psychiatry
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Pia T, Galynker I, Schuck A, Sinclair C, Ying G, Calati R. Perfectionism and Prospective Near-Term Suicidal Thoughts and Behaviors: The Mediation of Fear of Humiliation and Suicide Crisis Syndrome. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17041424. [PMID: 32098414 PMCID: PMC7068323 DOI: 10.3390/ijerph17041424] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 02/07/2020] [Accepted: 02/18/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Perfectionism has been linked to suicide. According to the Narrative-Crisis Model of suicide, individuals with trait vulnerabilities are prone to develop a certain mindset, known as a Suicidal Narrative, which may precipitate the Suicide Crisis Syndrome (SCS), culminating in suicide. The purpose of this study was to investigate the association between perfectionism (trait vulnerability), fear of humiliation (component of the Suicidal Narrative), SCS, and prospective near-term suicidal thoughts and behaviors (STB). METHODS Adult psychiatric outpatient participants (N = 336) were assessed at baseline with the Suicidal Narrative Inventory for perfectionism and fear of humiliation. The questions used to assess perfectionism were adapted from the Multidimensional Perfectionism Scale. The severity of the SCS was calculated using the Suicide Crisis Inventory. STB were assessed at baseline and after one month using the Columbia Suicide Severity Rating Scale. Serial mediation analyses were conducted using PROCESS version 3.3 in SPSS. RESULTS While the direct effect of perfectionism on prospective STB was not significant (b = 0.01, p = 0.19), the indirect effect of perfectionism on STB, through serial mediation by fear of humiliation and the SCS, was significant (indirect effect p = 0.007, 95% CI [0.003,0.013]). The indirect effect was not significant for models that did not include both mediators. LIMITATIONS Variables were assessed at one time only. CONCLUSION Perfectionism did not directly modulate STB. Perfectionism may be related to suicidal behavior through fear of humiliation, leading to the SCS. These results support the Narrative-Crisis Model of suicide and clarify the role of perfectionism in the etiology of suicide.
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Affiliation(s)
- Tyler Pia
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
| | - Igor Galynker
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
- Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA
| | - Allison Schuck
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
| | - Courtney Sinclair
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
| | - Gelan Ying
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
| | - Raffaella Calati
- Department of Psychiatry, Mount Sinai Beth Israel, New York, NY 10003, USA; (T.P.); (I.G.); (A.S.); (C.S.); (G.Y.)
- Icahn School of Medicine at Mount Sinai, New York, NY 10029-6574, USA
- Department of Psychology, University of Milan-Bicocca, 20126 Milan, Italy
- Department of Adult Psychiatry, Nîmes University Hospital, 30029 Nîmes, France
- Correspondence:
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