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Yu C, Hu W, Lei X. Association between cardiometabolic index (CMI) and suicidal ideation: The mediating role of depression and cardiovascular disease. J Affect Disord 2025; 380:487-495. [PMID: 40154805 DOI: 10.1016/j.jad.2025.03.157] [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: 12/01/2024] [Revised: 03/06/2025] [Accepted: 03/25/2025] [Indexed: 04/01/2025]
Abstract
BACKGROUND Although existing evidence has shown a significant relationship between lipids and suicidal ideation, the relationship between Cardiometabolic index (CMI) and suicidal ideation remains unclear. This study aimed to explore the association between CMI and suicidal ideation. Furthermore, we explored whether several common CMI-related diseases mediate this association. METHODS This cross-sectional study analyzed data from 13,549 adults in the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2018. Weighted multivariate regression models and restricted cubic spline (RCS) were used to examine the association between CMI and suicidal ideation. Subgroup and interaction analyses were conducted to assess the robustness of findings across different populations. Mediation analysis was performed to evaluate the potential mediating roles of depression, coronary artery disease (CVD), hypertension, and diabetes in this relationship. RESULTS In the fully adjusted model, each unit increase in CMI was associated with a 17 % increase in the risk of suicidal ideation. Compared to the lowest tertile, participants in the highest tertile had a 41 % increased likelihood of suicidal ideation (95 % CI: 1.05-1.91). The association between CMI and suicidal ideation was consistent across different populations (all P for interaction >0.05). Depression and CVD partially mediated this relationship, accounting for 20.4 % and 4.5 % of the total effect, respectively. CONCLUSIONS CMI is associated with an increased risk of suicidal ideation, with depression and CVD acting as partial mediators in this relationship. Reducing CMI with the goal of improving obesity and glucose and lipid disorders may be a key strategy to reduce suicidal ideation.
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Affiliation(s)
- Chunchun Yu
- Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Wanting Hu
- Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xiong Lei
- Key Laboratory of Interventional Pulmonology of Zhejiang Province, Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China; Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China.
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2
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Ballı M, Dogan AE, Senol SH, Eser HY. Machine learning based identification of suicidal ideation using non-suicidal predictors in a university mental health clinic. Sci Rep 2025; 15:13843. [PMID: 40263508 PMCID: PMC12015358 DOI: 10.1038/s41598-025-97387-4] [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: 10/25/2024] [Accepted: 04/04/2025] [Indexed: 04/24/2025] Open
Abstract
Suicide causes over 700,000 deaths annually worldwide. Mental disorders are closely linked to suicidal ideation, but predicting suicide remains complex due to the multifaceted nature of contributing factors. Traditional assessment tools often fail to capture the interactions that drive suicidal thoughts, underscoring the need for more sophisticated predictive approaches. This study aimed to predict suicidal and self-harm ideation among university students using machine learning models without relying on suicidal behavior related predictors. The goal was to uncover less obvious risk factors and provide deeper insights into the complex relationships between psychiatric symptoms and suicidal ideation. Data from 924 university students seeking mental health services were analyzed using seven machine learning algorithms. Suicidal ideation was assessed through the 9th item of the Patient Health Questionnaire-9. Three predictive models were developed, with the final model utilizing only subdomains from the DSM-5 Level 1 Self Rated Cross-Cutting Symptom Measure. Feature importance was assessed using SHAP and Integrated Gradients techniques. To ensure model generalizability, the best-performing model was externally validated on a separate dataset of 361 individuals. Machine learning models achieved strong predictive accuracy, with logistic regression and neural networks reaching AUC values of 0.80. The final model achieved an AUC of 0.80 on the training data and 0.79 on external validation data. Key predictors of suicidal ideation included personality functioning and depressed mood (both increasing the likelihood), while anxiety and repetitive thoughts were associated with a decreased likelihood. The use of non-suicidal predictors across datasets highlighted psychiatric dimensions relevant to early intervention. This study demonstrates the effectiveness of machine learning in predicting suicidal ideation without relying on suicide-specific inputs. The findings emphasize the critical roles of personality functioning, mood, and anxiety in shaping suicidal ideation. These insights can enhance early detection and personalized interventions, especially in individuals reluctant to disclose suicidal thoughts.
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Affiliation(s)
- Muhammed Ballı
- Neuroscience PhD Program, Koç University Graduate School of Health Sciences, Koç University , Istanbul, Türkiye
| | - Asli Ercan Dogan
- Department of Psychiatry, Koç University School of Medicine, Istanbul, Türkiye
| | - Sevin Hun Senol
- Department of Psychiatry, Koç University Hospital, Istanbul, Türkiye
| | - Hale Yapici Eser
- Neuroscience PhD Program, Graduate School of Health Sciences, Koç University School of Medicine, Koç University, Istanbul, Türkiye.
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3
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Spangenberg L, Kraiss J, Friedrich M, Forkmann T, Böhler L, Strauss M, Stengler K, Serebriakova J, Eimen J, Teismann T, Melzer L, Glaesmer H. Psychometric evaluation of a brief self-report measure and of EMA items assessing the suicide crisis syndrome: Insights on reliability, validity and temporal variability. Psychiatry Res 2025; 348:116504. [PMID: 40253757 DOI: 10.1016/j.psychres.2025.116504] [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: 01/08/2025] [Revised: 04/01/2025] [Accepted: 04/14/2025] [Indexed: 04/22/2025]
Abstract
The present work psychometrically evaluates a brief self-report questionnaire and novel ecological momentary assessment (EMA) items to assess the Suicide Crisis Syndrome (SCS). Data from n = 220 psychotherapy outpatients (sample 1) and n = 142 psychiatric inpatients after a suicide attempt or suicidal crisis (sample 2) are analyzed (cross-sectional, study 1; 21 to 24 day EMA, study 2). Dimensionality is examined by exploratory factor analysis in sample 1 and subsequently cross-validated by confirmatory factor analysis (CFA) in sample 2 (self-report questionnaire). Convergent validity is determined by correlation analysis. Dimensionality is examined by multilevel CFA. Temporal instability and associations of the SCS with affect, context and sleep are examined. Unidimensionality of both measures is supported with good to excellent reliability (α = 0.83 in sample 1, ϖ = 0.91 in sample 2 [self-report questionnaire]; ϖ = 0.83 prompt-level and ϖ = 0.94 person-level [EMA]). Correlations supported convergent validity. The SCS fluctuated moderately over time (with 26 % of the variance being attributable to changes on the within-person level and high heterogeneity between participants) with extreme shifts being not very likely. The EMA SCS items appeared to be context-sensitive and vary according to sleep quality and valence of affective states. The self-report questionnaire and the novel EMA items are brief and reliable tools to repeatedly assess the SCS. The study demonstrates for the first time that the SCS can be assessed at the moment and waxes and wanes over time.
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Affiliation(s)
- Lena Spangenberg
- University of Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, Leipzig 04103, Germany.
| | - Jannis Kraiss
- University of Twente, De Zul 10, Enschede 7522, NJ, Netherlands.
| | - Michael Friedrich
- University of Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, Leipzig 04103, Germany.
| | - Thomas Forkmann
- University of Duisburg-Essen, Department of Clinical Psychology and Psychotherapy, Universitätsstr. 2, Essen 45141, Germany.
| | - Luise Böhler
- University of Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, Leipzig 04103, Germany.
| | - Maria Strauss
- University Clinic Leipzig, Clinic for Psychiatry and Psychotherapy, Semmelweisstr. 10, Leipzig 04103, Germany.
| | - Katarina Stengler
- Department of Psychiatry, Psychotherapy and Psychosomatics, Helios Park Hospital Leipzig, Morawitzstr. 2, Leipzig 04289, Germany.
| | - Jana Serebriakova
- University of Duisburg-Essen, Department of Clinical Psychology and Psychotherapy, Universitätsstr. 2, Essen 45141, Germany.
| | - Jannik Eimen
- University of Duisburg-Essen, Department of Clinical Psychology and Psychotherapy, Universitätsstr. 2, Essen 45141, Germany.
| | - Tobias Teismann
- Ruhr-University Bochum, Mental Health Research and Treatment Center, Faculty of Psychology, Massenbergstraße 9-13, Bochum 44787, Germany.
| | - Laura Melzer
- Ruhr-University Bochum, Mental Health Research and Treatment Center, Faculty of Psychology, Massenbergstraße 9-13, Bochum 44787, Germany.
| | - Heide Glaesmer
- University of Leipzig, Department of Medical Psychology and Medical Sociology, Philipp-Rosenthal-Str. 55, Leipzig 04103, Germany.
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Cance JD, Hairgrove S, Saavedra LM, Bonar EE, Walton MA, Patel SV, Yule AM, King C, Chavez LJ, Slesnick N, Fernandes CSF. Opioid Misuse and Suicide-Related Outcomes Among Adolescents and Young Adults: A Systematic Review. J Adolesc Health 2025:S1054-139X(24)00529-9. [PMID: 39945684 DOI: 10.1016/j.jadohealth.2024.10.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/14/2024] [Accepted: 10/23/2024] [Indexed: 02/16/2025]
Abstract
The purpose of this systematic review is to assess evidence for an association between opioid misuse and suicide-related outcomes among youth and young adults (aged 12-30 years). A Boolean search strategy of eligible publications from January 1990 to June 2024 identified 2,696 independent citations. An additional 10 were identified through reference screening. A total of 55 publications met the inclusion criteria. Twelve studies used administrative data and 43 were based on observational data. Risk of bias was assessed qualitatively by domain. Nearly all (98%) studies using observational data found an association between opioid misuse and at least one suicide-related outcome (e.g., suicidal ideation, suicide plan, suicide attempt). Administrative data studies had higher risk of bias compared with observational studies, typically due to higher confounding bias. Reporting bias was moderate to high across all studies in the review. Our review provides clear evidence of the association between opioid misuse and suicide-related outcomes among youth and young adults. However, we highlight a need for longitudinal research on the directionality of the association and potential mechanisms.
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Affiliation(s)
| | - Sara Hairgrove
- Substance Abuse and Mental Health Services Administration, Rockville, Maryland
| | | | - Erin E Bonar
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan; Injury Prevention Center, University of Michigan, Ann Arbor, Michigan; Addiction Center, University of Michigan, Ann Arbor, Michigan
| | - Maureen A Walton
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan; Injury Prevention Center, University of Michigan, Ann Arbor, Michigan; Addiction Center, University of Michigan, Ann Arbor, Michigan
| | - Sheila V Patel
- RTI International, Research Triangle Park, North Carolina
| | - Amy M Yule
- Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts
| | - Cheryl King
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan; Injury Prevention Center, University of Michigan, Ann Arbor, Michigan
| | - Laura J Chavez
- Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio; Center for Child Health Equity and Outcomes Research, Nationwide Children's Hospital, Columbus, Ohio
| | - Natasha Slesnick
- Department of Human Sciences, College of Education and Human Ecology, The Ohio State University, Columbus, Ohio
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Huttle A, Rombola C, Ortin-Peralta A, Abramson EL, Waseem M, Miranda R. Differences in Reporting Suicide Ideation and Attempt: Implications for Suicide Risk Screening in Pediatric Primary Care. Acad Pediatr 2025; 25:102795. [PMID: 39923931 DOI: 10.1016/j.acap.2025.102795] [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: 08/05/2024] [Revised: 01/13/2025] [Accepted: 01/20/2025] [Indexed: 02/11/2025]
Abstract
OBJECTIVE Pediatricians are uniquely positioned to identify suicide-related risk, yet clinical practices as to when, how, and who gets screened may vary due to differences in policy statements on youth suicide risk screening in primary care. To address these differences, we examined agreement between reports of past suicide ideation (SI) and suicide attempt (SA) across multiple assessment methods and over time. We further explored associations across sociodemographic factors and severity of mental health symptoms on reporting patterns on these methods for adolescents at elevated risk. METHODS Adolescents (N = 162) with SI and/or SA were recruited from multiple clinical sites in and around New York City. Adolescents completed interviews and self-report measures validated to assess suicide-related risk, depressive symptoms, and anxiety symptoms. RESULTS Agreement between questions on verbal interviews over time was fair (κ = 0.38), with adolescents under-reporting lifetime SI as time from a crisis went by. Agreement between questions on self-report measures was moderate (κ = 0.51), with adolescents under-reporting past-month SI on a depression screen compared to a suicide-specific screen. Participants with less severe mental health-related symptoms were significantly less likely to report past-month SI consistently. CONCLUSIONS This study highlights important trends in suicide-related reporting patterns among adolescents at elevated risk for suicide and may have important implications for clinical practice guidelines. To capture more adolescents at risk for suicide, results not only support a universal screening approach using suicide-specific tools but may suggest the need to increase screening frequency in pediatric primary care.
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Affiliation(s)
- Alexandra Huttle
- Department of Pediatrics (A Huttle and EL Abramson), Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, NY.
| | - Christina Rombola
- Department of Psychology (C Rombola and R Miranda), Hunter College of the City University of New York, New York, NY
| | - Ana Ortin-Peralta
- Department of Psychiatry and Behavioral Sciences (A Ortin-Peralta), Albert Einstein College of Medicine, Bronx, NY; Ferkauf Graduate School of Psychology (A Ortin-Peralta), Yeshiva University, Bronx, NY
| | - Erika L Abramson
- Department of Pediatrics (A Huttle and EL Abramson), Weill Cornell Medicine, Cornell University and New York-Presbyterian Hospital, New York, NY; Department of Population Health Sciences (EL Abramson), Weill Cornell Medicine, New York, NY
| | - Muhammad Waseem
- Department of Emergency Medicine (M Waseem), New York City Health + Hospitals/Lincoln, New York, NY
| | - Regina Miranda
- Department of Psychology (C Rombola and R Miranda), Hunter College of the City University of New York, New York, NY; The Graduate Center (R Miranda), City University of New York, New York, NY
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6
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Shin KE, Spears AP, Zhang R, Cha CB. Suicide-related disclosure patterns among culturally minoritized youth: Examining differences across race, ethnicity, gender identity, and sexual orientation. Suicide Life Threat Behav 2025; 55:e13026. [PMID: 38032047 DOI: 10.1111/sltb.13026] [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: 02/01/2023] [Revised: 11/16/2023] [Accepted: 11/18/2023] [Indexed: 12/01/2023]
Abstract
OBJECTIVE Sharing one's suicidal thoughts and behaviors, or suicide-related disclosure, allows adolescents to recruit help from others. Despite elevated risk among culturally minoritized youth, their suicide-related disclosure remains understudied. METHODS 191 adolescents (M = 15.98, SD = 1.04, range = 13-17), including minoritized youth (38% racially, 19% ethnically, 40% gender, and 77% sexually), were recruited via social media ads and completed an anonymous online survey on suicide-related disclosure to informal support sources (e.g., family, friends). Disclosure rates, targets, and reasons for disclosure and nondisclosure were compared based on race, ethnicity, gender identity, and sexual orientation. RESULTS Racially minoritized adolescents less often disclosed suicidal ideation and more strongly endorsed fear of negative reactions and resistance to intervention as reasons for nondisclosure, and reciprocity as reasons for disclosure, than White adolescents. Cisgender adolescents less often disclosed suicidal ideation and more strongly endorsed dismissal of suicide risk as reasons for nondisclosure than gender minoritized adolescents. Non-Hispanic adolescents more strongly endorsed help-seeking as reasons for disclosure than Hispanic adolescents. While adolescents overall disclosed most often to friends, heterosexual adolescents disclosed more to family than sexually minoritized adolescents. CONCLUSION Racial and gender disparities in suicide-related disclosure may occur for distinct reasons among adolescents. Uncovering patterns of disclosure may facilitate detection of suicide risk among minoritized youth.
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Affiliation(s)
- Ki Eun Shin
- Department of Behavioral Sciences, Long Island University Post, Brookville, New York, USA
| | - Angela Page Spears
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, New York, USA
| | - Renjie Zhang
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, New York, USA
| | - Christine B Cha
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, New York, New York, USA
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7
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Rodriguez TR, Bandel SL, Daruwala SE, Anestis MD, Anestis JC. Predictors and patterns of suicidal ideation disclosures among American adults. Suicide Life Threat Behav 2025; 55:e13126. [PMID: 39221660 DOI: 10.1111/sltb.13126] [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: 03/18/2024] [Revised: 05/22/2024] [Accepted: 08/18/2024] [Indexed: 09/04/2024]
Abstract
INTRODUCTION When experiencing suicidal thoughts, many individuals do not tell others, making it difficult to ensure suicide prevention resources reach those who need it. METHODS The current study utilizes a large sample of US adults who have experienced suicidal ideation in their lifetime (n = 1074) to examine predictors of disclosures. We also explore who participants disclose to and how helpful these disclosures are rated. RESULTS A majority (n = 812, 75.6%) reported disclosing. Black and Hispanic participants were less likely to disclose than White participants. Those who were never married were more likely to disclose, as were those who have attempted suicide. Mental healthcare utilization and favorable attitudes toward mental healthcare were also positive predictors of disclosure. More participants reported disclosing to a personal connection (n = 532, 65.5%) than a mental health professional (n = 282, 34.8%). On average, most sources were rated as neither helpful nor harmful. CONCLUSION The study highlights those who may be at a higher risk of experiencing suicidal thoughts but going unidentified. To increase helpfulness of disclosures, suicide prevention programming should emphasize training for laypersons and professionals on how to effectively respond when someone reveals that they are thinking of suicide.
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Affiliation(s)
- Taylor R Rodriguez
- The New Jersey Gun Violence Research Center, Rutgers University, Piscataway, New Jersy, USA
- Department of Psychology, Rutgers University, Piscataway, New Jersy, USA
| | - Shelby L Bandel
- The New Jersey Gun Violence Research Center, Rutgers University, Piscataway, New Jersy, USA
- Department of Psychology, Rutgers University, Piscataway, New Jersy, USA
| | | | - Michael D Anestis
- The New Jersey Gun Violence Research Center, Rutgers University, Piscataway, New Jersy, USA
- Department of Urban-Global Public Health, School of Public Health, Rutgers University, Piscataway, New Jersy, USA
| | - Joye C Anestis
- Department of Health Behavior, Society, and Policy, School of Public Health, Rutgers University, Piscataway, New Jersy, USA
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Casini MP, Moselli M, Wisniewski A, Williams R. The role of suicidal motivations in adolescence: implications for the psychotherapeutic treatment of suicidal risk. RESEARCH IN PSYCHOTHERAPY (MILANO) 2024; 27:833. [PMID: 39628385 PMCID: PMC11822347 DOI: 10.4081/ripppo.2024.833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 11/12/2024] [Indexed: 01/31/2025]
Abstract
The study of suicidal risk has increasingly emphasized the importance of assessing specific suicidal motivations. Motivations express an elaboration of the condition of psychache, representing an effective perspective on the management of suicidal risk in psychotherapy. This study explores suicidal motivations and personality pathology in a clinical sample of adolescents with suicidal ideation or a history of suicide attempts. We aim to investigate how specific motivational factors and personality disorders (PDs) contribute to the foreseeability of suicidal outcomes, such as the occurrence, number, and lethality of suicide attempts and their interaction with the impact of personality disorders. A sample of 134 adolescents aged 12-18, with active suicidal ideation or recent suicide attempts, was assessed using a combination of self-report measures and structured clinical interviews. Binomial logistic regressions and linear regressions were conducted to explore the predictive value of PDs and motivational factors on suicidal behaviors. The results indicate that specific suicidal motivations, such as interpersonal influence, escape fantasy, and absence of fear, provide an additional increase in the foreseeability value beyond personality disorder criteria alone. These findings suggest that assessing suicidal motivations can significantly enhance risk evaluation and inform more effective therapeutic interventions. Beyond identifying certain risk factors, the therapist's ability to diss and process specific suicidal motivations in the context of the therapeutic relationship can be a decisive factor in monitoring and directly intervening on the risk.
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Affiliation(s)
| | - Marta Moselli
- Department of Dynamic, Clinical Psychology and Health Studies, Sapienza University of Rome, Italy
| | - Alice Wisniewski
- Department of Dynamic, Clinical Psychology and Health Studies, Sapienza University of Rome, Italy
| | - Riccardo Williams
- Department of Dynamic, Clinical Psychology and Health Studies, Sapienza University of Rome, Italy
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Coppersmith DD, Bentley KH, Kleiman EM, Jaroszewski AC, Daniel M, Nock MK. Automated Real-Time Tool for Promoting Crisis Resource Use for Suicide Risk (ResourceBot): Development and Usability Study. JMIR Ment Health 2024; 11:e58409. [PMID: 39481100 PMCID: PMC11565085 DOI: 10.2196/58409] [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: 03/14/2024] [Revised: 08/05/2024] [Accepted: 08/16/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Real-time monitoring captures information about suicidal thoughts and behaviors (STBs) as they occur and offers great promise to learn about STBs. However, this approach also introduces questions about how to monitor and respond to real-time information about STBs. Given the increasing use of real-time monitoring, there is a need for novel, effective, and scalable tools for responding to suicide risk in real time. OBJECTIVE The goal of this study was to develop and test an automated tool (ResourceBot) that promotes the use of crisis services (eg, 988) in real time through a rule-based (ie, if-then) brief barrier reduction intervention. METHODS ResourceBot was tested in a 2-week real-time monitoring study of 74 adults with recent suicidal thoughts. RESULTS ResourceBot was deployed 221 times to 36 participants. There was high engagement with ResourceBot (ie, 87% of the time ResourceBot was deployed, a participant opened the tool and submitted a response to it), but zero participants reported using crisis services after engaging with ResourceBot. The most reported reasons for not using crisis services were beliefs that the resources would not help, wanting to handle things on one's own, and the resources requiring too much time or effort. At the end of the study, participants rated ResourceBot with good usability (mean of 75.6 out of 100) and satisfaction (mean of 20.8 out of 32). CONCLUSIONS This study highlights both the possibilities and challenges of developing effective real-time interventions for suicide risk and areas for refinement in future work.
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Affiliation(s)
| | - Kate H Bentley
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, United States
| | - Evan M Kleiman
- Department of Psychology, Rutgers, The State University of New Jersey, Piscataway, NJ, United States
| | - Adam C Jaroszewski
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, United States
| | - Merryn Daniel
- Department of Psychology, Harvard University, Cambridge, MA, United States
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, MA, United States
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, United States
- Franciscan Children's Hospital, Brighton, MA, United States
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10
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Meda N, Zammarrelli J, Sambataro F, De Leo D. Late-life suicide: machine learning predictors from a large European longitudinal cohort. Front Psychiatry 2024; 15:1455247. [PMID: 39355379 PMCID: PMC11442232 DOI: 10.3389/fpsyt.2024.1455247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 08/23/2024] [Indexed: 10/03/2024] Open
Abstract
Background People in late adulthood die by suicide at the highest rate worldwide. However, there are still no tools to help predict the risk of death from suicide in old age. Here, we leveraged the Survey of Health, Ageing, and Retirement in Europe (SHARE) prospective dataset to train and test a machine learning model to identify predictors for suicide in late life. Methods Of more than 16,000 deaths recorded, 74 were suicides. We matched 73 individuals who died by suicide with people who died by accident, according to sex (28.8% female in the total sample), age at death (67 ± 16.4 years), suicidal ideation (measured with the EURO-D scale), and the number of chronic illnesses. A random forest algorithm was trained on demographic data, physical health, depression, and cognitive functioning to extract essential variables for predicting death from suicide and then tested on the test set. Results The random forest algorithm had an accuracy of 79% (95% CI 0.60-0.92, p = 0.002), a sensitivity of.80, and a specificity of.78. Among the variables contributing to the model performance, the three most important factors were how long the participant was ill before death, the frequency of contact with the next of kin and the number of offspring still alive. Conclusions Prospective clinical and social information can predict death from suicide with good accuracy in late adulthood. Most of the variables that surfaced as risk factors can be attributed to the construct of social connectedness, which has been shown to play a decisive role in suicide in late life.
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Affiliation(s)
- Nicola Meda
- Department of Neuroscience, University of Padova, Padova, Italy
| | | | - Fabio Sambataro
- Department of Neuroscience, University of Padova, Padova, Italy
- Padova University Hospital, Padova, Italy
- Padova Neuroscience Center, University of Padova, Padova, Italy
| | - Diego De Leo
- De Leo Fund, Research Division, Padova, Italy
- Italian Psychogeriatric Association, Padova, Italy
- Australian Institute for Suicide Research and Prevention, Griffith University, Mt Gravatt Campus, Brisbane, QLD, Australia
- Slovene Centre for Suicide Research, Primorska University, Koper, Slovenia
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11
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Hocknull K, Geiger B, Bartlett M, Colledge-Frisby S, Shand F, Day CA, Jauncey M, Roxburgh A. Improving assessment and management of suicide risk among people who inject drugs: A mixed methods study conducted at the Medically Supervised Injecting Centre, Sydney. Drug Alcohol Rev 2024; 43:1597-1606. [PMID: 38982725 DOI: 10.1111/dar.13900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/14/2024] [Accepted: 06/21/2024] [Indexed: 07/11/2024]
Abstract
INTRODUCTION People who inject drugs are 13 times more likely to die by suicide than the general population. Guidelines for responding to risk in this population are limited. Harm reduction services attended by people who inject drugs require targeted strategies to address the complexities of suicide risk among this population. METHODS Co-design, engaging health professionals and people with lived experience informed the study. Mixed methods were used to understand the experience of managing suicide risk among clients attending the Medically Supervised Injecting Centre (MSIC) in Sydney. A survey was administered to assess staff confidence in managing risk. Focus groups were conducted with health professionals and MSIC clients to explore experiences of suicide management, response and opportunities for improvement. RESULTS Half (N = 17) the MSIC staff surveyed reported over 10 years' experience working with this population. Confidence in managing suicide risk was low. Three key themes emerged from focus groups (N = 17): (i) Autonomy and the need to involve clients in the assessment process; (ii) Trust between clients and health professionals, and transparency in decision-making; and (iii) System barriers, described by health professionals as inadequate referral pathways for clients in distress, and by clients as negative experiences of care, including involuntary admission and not receiving medication (e.g. methadone). DISCUSSION AND CONCLUSIONS Revised assessment guidelines and a tailored safety plan were developed. These resources are also suitable for other alcohol and other drug services. The challenge in managing suicide risk in harm reduction services is balancing duty of care with staff-client relationships and client engagement.
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Affiliation(s)
- Kate Hocknull
- Uniting Medically Supervised Injecting Centre, Sydney, Australia
| | | | - Mark Bartlett
- Uniting Medically Supervised Injecting Centre, Sydney, Australia
| | - Samantha Colledge-Frisby
- National Drug Research Institute, Curtin University, Perth, Australia
- Harm and Risk Reduction, Burnet Institute, Melbourne, Australia
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Fiona Shand
- Black Dog Institute, UNSW Sydney, Sydney, Australia
| | - Carolyn A Day
- Uniting Medically Supervised Injecting Centre, Sydney, Australia
- Specialty of Addiction Medicine, Central Clinical School, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Marianne Jauncey
- Uniting Medically Supervised Injecting Centre, Sydney, Australia
| | - Amanda Roxburgh
- Harm and Risk Reduction, Burnet Institute, Melbourne, Australia
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
- Specialty of Addiction Medicine, Central Clinical School, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- Monash Addiction Research Centre, Monash University, Melbourne, Australia
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Greydanus DE, Nazeer A, Qayyum Z, Patel DR, Rausch R, Hoang LN, Miller C, Chahin S, Apple RW, Saha G, Prasad Rao G, Javed A. Pediatric suicide: Review of a preventable tragedy. Dis Mon 2024; 70:101725. [PMID: 38480023 DOI: 10.1016/j.disamonth.2024.101725] [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] [Indexed: 09/07/2024]
Abstract
Concepts of suicide are explored in this issue with a focus on suicide in children and adolescents. The epidemiology of pediatric suicide in the United States is reviewed; also, risk and protective factors, as well as prevention strategies, are discussed. Suicide in the pediatric athlete and the potential protective effect of exercise are examined. In addition, this analysis addresses the beneficial role of psychological management as well as current research on pharmacologic treatment and brain stimulation procedures as part of comprehensive pediatric suicide prevention. Though death by suicide in pediatric persons has been and remains a tragic phenomenon, there is much that clinicians, other healthcare professionals, and society itself can accomplish in the prevention of pediatric suicide as well as the management of suicidality in our children and adolescents.
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Affiliation(s)
- Donald E Greydanus
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States.
| | - Ahsan Nazeer
- Division of Child and Adolescent Psychiatry, Sidra Medicine/Weill Cornell Medicine, Doha, Qatar
| | - Zheala Qayyum
- Harvard Medical School, Boston, Massachusetts, United States
| | - Dilip R Patel
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Rebecca Rausch
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Linh-Nhu Hoang
- Western Michigan University, Kalamazoo, MI, United States
| | - Caroline Miller
- Fielding Graduate University, Santa Barbara, CA, United States
| | - Summer Chahin
- Mott Children's Hospital, University of Michigan, Ann Arbor, MI, United States
| | - Roger W Apple
- Division of Pediatric Psychology, Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States
| | - Gautam Saha
- Immediate Past President of the SAARC (South Asian Association for Regional Cooperation) Psychiatric Federation (SPF), India
| | - G Prasad Rao
- President, Asian Federation of Psychiatric Association (AFPA), India
| | - Afzal Javed
- Chairman Pakistan Psychiatric Research Centre, Immediate Past President of the World Psychiatric Association (WPA), Pakistan
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Marchionatti LE, Amaral RR, Barcellos C, Duarte S, Campello AC, Virtuoso E, Magalhães PVDS. "I don't wanna die, but my brain insists that I should": a big qualitative data approach to the lived experiences of suicidal thoughts. Front Psychol 2024; 15:1420287. [PMID: 39257404 PMCID: PMC11385620 DOI: 10.3389/fpsyg.2024.1420287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 08/06/2024] [Indexed: 09/12/2024] Open
Abstract
Introduction There remains a dearth of knowledge concerning the phenomenology of suicidal thoughts, with research focusing on reasons for feeling suicidal rather than their mental expression. While clinical interviews remain the standard phenomenological approach, such exploration of lived experiences may prove challenging for this sensitive topic. As a complementary alternative, the use of naturally-occurring online data is opportune for capturing elaborations on tabooed phenomena. Methods In this phenomenological study, we present a thematic analysis on lived experiences of suicidal thoughts as spontaneously reported by non-identified users of a Reddit online board (r/Depression), collecting 668 posts using the search terms "suicidal ideation," "suicidal thoughts," and "suicide." Codes were grouped into descriptive categories summarizing the properties of thoughts, their effects, and their relation to suicide. Then, an interpretative synthesis yielded global themes connecting salient meanings on the experience of suicidal thoughts. Results With a long-term and recurring nature, thoughts of suicide appear in the form of vivid imagery and daydreaming's, initially bringing relief to adverse feelings but eventually becoming conditioned and all-consuming. Rather than a wonderment, they are experienced as intrusive thoughts by people struggling to make meaning of their occurrence. When conciliating the presence of unwanted thoughts, users express intricate relations to wishing or not to die, as well as varying perceptions of control over actions or fear of suicidal behavior. Discussion With an innovative application of big qualitative data into phenomenological analysis, this study contributes to an initial characterization of suicidal thoughts, uncovering findings that are not contemplated into current conceptualizations of suicidality. The analysis is limited by a restricted context of posts and unknown demographics, and further research with clinical interviews is warranted for in-depth exploration of suicidal thoughts.
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Affiliation(s)
- Lauro Estivalete Marchionatti
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centro de Pesquisa Clínica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Rafael Ramos Amaral
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centro de Pesquisa Clínica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Camila Barcellos
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centro de Pesquisa Clínica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Samanta Duarte
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - André Cardoso Campello
- Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Eduardo Virtuoso
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Pedro Vieira da Silva Magalhães
- Faculty of Medicine, Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Centro de Pesquisa Clínica, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
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Rainbow C, Tatnell R, Blashki G, Melvin GA. Safety plan use and suicide-related coping in a sample of Australian online help-seekers. J Affect Disord 2024; 356:492-498. [PMID: 38642900 DOI: 10.1016/j.jad.2024.04.053] [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: 08/16/2023] [Revised: 04/09/2024] [Accepted: 04/11/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND Suicide safety plans can improve suicide-related coping skills and reduce suicidal thoughts and behaviours (STBs). However, little is known about their use and impact outside of treatment settings, where most suicidal crises will occur. The current study explored the prevalence of safety plan use among an online sample of help-seekers with lifetime STBs, and whether STBs and suicide-related coping differed between those with and without safety plans. An exploratory aim was to investigate barriers to safety plan use. METHOD Participants (N = 1251) completed an online, anonymous survey at a mental health support website (Beyond Blue). The survey measured lifetime STBs, past-month suicidal ideation, suicide-related coping, help-seeking intentions and behaviour. RESULTS Despite high levels of past-month suicidal ideation and past-year help-seeking, most participants (89.5 %) did not have a safety plan, and most of those were not familiar with the concept (70.5 %). Participants with safety plans reported a higher rate of past suicide attempts, but higher suicide-related coping and help-seeking behaviour. Among participants without safety plans, negative attitudes toward safety planning were positively associated with suicidal ideation and negatively associated with suicide-related coping. LIMITATIONS Participants were primarily female, English-speaking visitors to a mental health support website. Cross-sectional design precludes conclusions being drawn about safety planning effectiveness over time. CONCLUSION This study highlights the low prevalence of safety plan use among online help-seekers with lifetime STBs and the need to better promote safety planning as an intervention with autonomous benefits, including crisis preparedness and improved suicide-related coping skills.
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Affiliation(s)
- Christopher Rainbow
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, Melbourne, Australia
| | - Ruth Tatnell
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, Melbourne, Australia
| | - Grant Blashki
- Nossal Institute for Global Health, University of Melbourne, Melbourne, Australia
| | - Glenn A Melvin
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, Melbourne, Australia
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La Sala L, Sabo AV, Lamblin M, Robinson J. Can #chatsafe support parents and carers beyond Australia? A qualitative study. BMC Public Health 2024; 24:1571. [PMID: 38862974 PMCID: PMC11165895 DOI: 10.1186/s12889-024-19040-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 06/03/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Rates of self-harm and suicide are rising for young people globally and many implicate social media in this problem. To address this concern and to increase the confidence of adults to communicate safely about suicide and social media with young people, the #chatsafe Guide for Parents and Carers was developed in Australia. With significant uptake of the resource among Australian adults, the aim of the current study was to update and contextualise the #chatsafe Guide for Parents and Carers for audiences in 15 countries globally. To improve the relevance of this resource for parents and carers in these countries, the present study sought to understand the concerns held by parents, carers and suicide prevention professionals around the world about these topics and to explore the extent to which a resource such as #chatsafe would be helpful within their communities. METHODS Seven focus groups were conducted via Zoom with parents, carers and suicide prevention professionals (n = 40) from 15 countries. Transcribed data were coded and thematically analysed using both inductive and deductive processes. RESULTS Six themes are reported: (1) Two scary 'S' words; (2) Country and culture impact who talks (or is silent) about self-harm and suicide; (3) The need for a protective social ecosystem; (4) #chatsafe is a tool that can help parents, carers and young people worldwide; (5) #chatsafe should consider local context and end users to improve its relevance for parents and carers worldwide; and (6) A range of marketing and dissemination strategies are needed to reach adults with #chatsafe information. Findings of this study informed the update and contextualisation of the #chatsafe Guide for Parents and Carers for adult audiences in 15 countries. CONCLUSIONS The findings from this study underscore a universal need for psychoeducation initiatives that provide adults with the skills and knowledge to support the mental health of young people, both online and offline, and that resources like #chastafe can play an important role in providing reliable information about these topics to adults across a range of cultures and contexts.
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Affiliation(s)
- Louise La Sala
- , 35 Poplar Road, Orygen, Parkville, VIC, 3052, Australia.
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia.
| | - Amanda Vittoria Sabo
- , 35 Poplar Road, Orygen, Parkville, VIC, 3052, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Michelle Lamblin
- , 35 Poplar Road, Orygen, Parkville, VIC, 3052, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Jo Robinson
- , 35 Poplar Road, Orygen, Parkville, VIC, 3052, Australia
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
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16
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Fischer IC, Nichter B, Trachik B, Bryan CJ, Pietrzak RH. Suicide-Specific Cognitions and Suicidal Behavior in U.S. Military Veterans. Psychiatry 2024; 87:241-250. [PMID: 38832675 DOI: 10.1080/00332747.2024.2352883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
BACKGROUND U.S. military veterans may be reluctant to disclose suicidal thoughts and behaviors. Suicide-specific cognitions, which generally avoid direct mention of suicide, may be reliable indicators of risk among those reluctant to disclose such thoughts and behaviors. METHODS Data from a population-based, cross-sectional study of 2,430 U.S. military veterans were analyzed to examine the associations between the Brief Suicide Cognitions Scale (B-SCS), suicidal ideation, and suicide planning. RESULTS After adjusting for age, sex, number of adverse childhood experiences, cumulative trauma burden, depressive symptom severity, and lifetime history of suicide attempt, total scores on the B-SCS (excluding the item mentioning suicide) were uniquely associated with suicidal ideation (odds ratio [OR] = 1.23, 95% confidence interval [CI] = 1.15-1.32) and suicide planning (OR = 1.27, 95%CI = 1.18-1.37). Exploratory post-hoc analyses revealed that difficulties with solving and coping with one's problems were uniquely linked to these outcomes. CONCLUSIONS Assessment of suicide-specific cognitions may help to enhance suicide detection and prevention in veterans, especially in those who may not directly disclose thoughts of suicide. Intervention efforts to bolster perceived deficits in coping and problem-solving may help mitigate suicide risk in this population.
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17
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Stein MB, Jain S, Papini S, Campbell-Sills L, Choi KW, Martis B, Sun X, He F, Ware EB, Naifeh JA, Aliaga PA, Ge T, Smoller JW, Gelernter J, Kessler RC, Ursano RJ. Polygenic risk for suicide attempt is associated with lifetime suicide attempt in US soldiers independent of parental risk. J Affect Disord 2024; 351:671-682. [PMID: 38309480 PMCID: PMC11259154 DOI: 10.1016/j.jad.2024.01.254] [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: 09/03/2023] [Revised: 01/23/2024] [Accepted: 01/26/2024] [Indexed: 02/05/2024]
Abstract
BACKGROUND Suicide is a leading cause of death worldwide. Whereas some studies have suggested that a direct measure of common genetic liability for suicide attempts (SA), captured by a polygenic risk score for SA (SA-PRS), explains risk independent of parental history, further confirmation would be useful. Even more unsettled is the extent to which SA-PRS is associated with lifetime non-suicidal self-injury (NSSI). METHODS We used summary statistics from the largest available GWAS study of SA to generate SA-PRS for two non-overlapping cohorts of soldiers of European ancestry. These were tested in multivariable models that included parental major depressive disorder (MDD) and parental SA. RESULTS In the first cohort, 417 (6.3 %) of 6573 soldiers reported lifetime SA and 1195 (18.2 %) reported lifetime NSSI. In a multivariable model that included parental history of MDD and parental history of SA, SA-PRS remained significantly associated with lifetime SA [aOR = 1.26, 95%CI:1.13-1.39, p < 0.001] per standardized unit SA-PRS]. In the second cohort, 204 (4.2 %) of 4900 soldiers reported lifetime SA, and 299 (6.1 %) reported lifetime NSSI. In a multivariable model that included parental history of MDD and parental history of SA, SA-PRS remained significantly associated with lifetime SA [aOR = 1.20, 95%CI:1.04-1.38, p = 0.014]. A combined analysis of both cohorts yielded similar results. In neither cohort or in the combined analysis was SA-PRS significantly associated with NSSI. CONCLUSIONS PRS for SA conveys information about likelihood of lifetime SA (but not NSSI, demonstrating specificity), independent of self-reported parental history of MDD and parental history of SA. LIMITATIONS At present, the magnitude of effects is small and would not be immediately useful for clinical decision-making or risk-stratified prevention initiatives, but this may be expected to improve with further iterations. Also critical will be the extension of these findings to more diverse populations.
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Affiliation(s)
- Murray B Stein
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; VA San Diego Healthcare System, San Diego, CA, USA; Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA.
| | - Sonia Jain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - Santiago Papini
- Department of Psychology, University of Hawai'i at Mānoa, Honolulu, HI, USA
| | - Laura Campbell-Sills
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Karmel W Choi
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Brian Martis
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA; VA San Diego Healthcare System, San Diego, CA, USA
| | - Xiaoying Sun
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - Feng He
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - Erin B Ware
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - James A Naifeh
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Pablo A Aliaga
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Tian Ge
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jordan W Smoller
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Joel Gelernter
- Departments of Psychiatry, Genetics, and Neuroscience, Yale University School of Medicine, New Haven, CT, USA
| | - Ronald C Kessler
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Robert J Ursano
- Center for the Study of Traumatic Stress, Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
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Olgiati P, Pecorino B, Serretti A. Neurological, Metabolic, and Psychopathological Correlates of Lifetime Suicidal Behaviour in Major Depressive Disorder without Current Suicide Ideation. Neuropsychobiology 2024; 83:89-100. [PMID: 38499003 DOI: 10.1159/000537747] [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: 09/11/2023] [Accepted: 01/30/2024] [Indexed: 03/20/2024]
Abstract
INTRODUCTION Suicidal behaviour (SB) has a complex aetiology. Although suicidal ideation (SI) is considered the most important risk factor for future attempts, many people who engage in SB do not report it. METHODS We investigated neurological, metabolic, and psychopathological correlates of lifetime SB in two independent groups of patients with major depression (sample 1: n = 230; age: 18-65 years; sample 2: n = 258; age >60 years) who did not report SI during an index episode. RESULTS Among adults (sample 1), SB was reported by 141 subjects (58.7%) and severe SB by 33 (15%). After controlling for interactions, four risk factors for SB emerged: male gender (OR 2.55; 95% CI: 1.06-6.12), negative self-perception (OR 1.76; 95% CI: 1.08-2.87), subthreshold hypomania (OR 4.50; 95% CI: 1.57-12.85), and sexual abuse (OR 3.09; 95% CI: 1.28-7.48). The presence of at least two of these factors had the best accuracy in predicting SB: sensitivity = 57.6% (39.2-74.5); specificity = 75.1% (68.5-82.0); PPV = 27.9% (20.9-37.2); NPV = 91.4% (87.6-94.1). In older patients (sample 2), 23 subjects (9%) reported previous suicide attempts, which were characterized by earlier onset (25 years: OR 0.95: 0.92-0.98), impaired verbal performance (verbal fluency: OR 0.95: 0.89-0.99), higher HDL cholesterol levels (OR 1.04: 1.00-1.07) and more dyskinesias (OR 2.86: 1.22-6.70). CONCLUSION Our findings suggest that SB is common in major depressive disorder, even when SI is not reported. In these individuals it is feasible and recommended to investigate both psychiatric and organic risk factors. The predictive power of models excluding SI is comparable to that of models including SI.
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Affiliation(s)
- Paolo Olgiati
- Department of Sciences of Public Health and Paediatrics, University of Turin, Turin, Italy
- Mental Health Department, Azienda Sanitaria Locale TO4, Turin, Italy
| | - Basilio Pecorino
- Department of Obstetrics and Gynecology, Cannizzaro Hospital, Kore University of Enna, Enna, Italy
| | - Alessandro Serretti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
- Department of Medicine and Surgery, Kore University of Enna, Enna, Italy
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Rainbow C, Tatnell R, Blashki G, Fuller-Tyszkiewicz M, Melvin GA. Digital safety plan effectiveness and use: Findings from a three-month longitudinal study. Psychiatry Res 2024; 333:115748. [PMID: 38277811 DOI: 10.1016/j.psychres.2024.115748] [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: 08/28/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 01/28/2024]
Abstract
Few studies have examined the effectiveness of self-guided smartphone apps for suicide safety planning, despite their increasing use. Participants (n = 610) were self-selected users of the Beyond Now suicide prevention safety planning app with a history of suicidal thoughts and behaviours. Surveys were completed (baseline, one and three months), safety plan content and app usage data was shared. Repeated-measures ANOVAs examined changes in suicidal ideation and suicide-related coping over three months. Multiple regression models were used to predict suicidal ideation and suicide-related coping at one- and three-month follow-ups with plan-related variables: perceived usefulness, personalised content, app use time and co-authoring of the plan with a third party. Significant reductions in suicidal ideation and increases in suicide-related coping were found over three months. Higher suicide-related coping at three months predicted lower suicidal ideation. Higher perceived usefulness and personalised content at three months were associated with higher suicide-related coping, but not suicidal ideation. App use time and co-authoring were not significantly related to suicidal ideation or suicide-related coping. Practitioners should empower clients to create safety plans with personalised (not generic) strategies that a client perceives to be useful. Such plans may strengthen beliefs about coping with suicidal ideation, which in turn reduces suicidal ideation over time.
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Affiliation(s)
- Christopher Rainbow
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, 1 Gheringhap St, Geelong, VIC 3220, Australia.
| | - Ruth Tatnell
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, 1 Gheringhap St, Geelong, VIC 3220, Australia
| | - Grant Blashki
- Nossal Institute for Global Health, University of Melbourne, Melbourne, Level 5, 333 Exhibition Street, VIC 3000, Australia; Beyond Blue, Melbourne, GPO Box 1883, Melbourne VIC 3001, Australia
| | - Matthew Fuller-Tyszkiewicz
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, 1 Gheringhap St, Geelong, VIC 3220, Australia
| | - Glenn A Melvin
- Centre for Social and Early Emotional Development (SEED), School of Psychology, Deakin University, 1 Gheringhap St, Geelong, VIC 3220, Australia
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Prado ADS, Baldofski S, Kohls E, Rummel-Kluge C. International and domestic university students' mental health over the course of the COVID-19 pandemic in Germany: Comparison between 2020, 2021, and 2022. PLoS One 2024; 19:e0299812. [PMID: 38422096 PMCID: PMC10903817 DOI: 10.1371/journal.pone.0299812] [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: 11/28/2023] [Accepted: 02/15/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic affected university students' mental health worldwide. International students were presenting high levels of stress, anxiety, and depressive symptoms before the pandemic. This study aimed to investigate (i) differences between various timepoints of the COVID-19 pandemic (2020, 2021, and 2022) in mental health outcomes and social and emotional aspects in domestic and international students, separately, (ii) differences between international and domestic students between the three timepoints on mental health outcomes and social and emotional aspects, and (iii) possible moderation effects of timepoints on mental health outcomes and social and emotional aspects of domestic and international students. MATERIAL AND METHODS Data from three cross-sectional anonymous online surveys conducted in German universities were analyzed and compared. Data were collected in 2020, 2021, and 2022, respectively, with a total N = 14,498. Depressive symptoms, hazardous alcohol use, social support, self-efficacy, resilience, perceived stress, and loneliness were assessed through standardized self-report instruments. Differences between domestic and international students in mental health outcomes, and social and emotional aspects across three timepoints were assessed with one-way and two-way ANCOVAs. RESULTS Regardless of the timepoint, international students presented more depressive symptoms and perceived stress, lower perceived social support and resilience, but higher levels of self-efficacy and less alcohol consumption compared to domestic students. A significant interaction effect between timepoint and student status emerged only for loneliness. CONCLUSIONS International students generally presented poorer mental health outcomes than domestic students. Mental health care and prevention such as low-threshold, online counseling should address university students, especially international students.
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Affiliation(s)
- Aneliana da Silva Prado
- Department of Psychiatry and Psychotherapy, Medical Faculty, Leipzig University, Leipzig, Sachsen, Germany
- Department of Psychology, Federal University of Parana, Curitiba, Parana, Brazil
- Campus Curitiba, Federal Institute of Education, Science, and Technology of Parana, Curitiba, Parana, Brazil
| | - Sabrina Baldofski
- Department of Psychiatry and Psychotherapy, Medical Faculty, Leipzig University, Leipzig, Sachsen, Germany
| | - Elisabeth Kohls
- Department of Psychiatry and Psychotherapy, Medical Faculty, Leipzig University, Leipzig, Sachsen, Germany
- Department of Psychiatry and Psychotherapy, University of Leipzig Medical Center, Leipzig, Sachsen, Germany
| | - Christine Rummel-Kluge
- Department of Psychiatry and Psychotherapy, Medical Faculty, Leipzig University, Leipzig, Sachsen, Germany
- Department of Psychiatry and Psychotherapy, University of Leipzig Medical Center, Leipzig, Sachsen, Germany
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21
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Pan Z, Zhang D, Bian X, Li H. The Relationship between Childhood Abuse and Suicidal Ideation among Chinese College Students: The Mediating Role of Core Self-Evaluation and Negative Emotions. Behav Sci (Basel) 2024; 14:83. [PMID: 38392436 PMCID: PMC10886011 DOI: 10.3390/bs14020083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/18/2024] [Accepted: 01/22/2024] [Indexed: 02/24/2024] Open
Abstract
Childhood abuse is a significant risk factor for suicidal ideation. However, the underlying mediation mechanism necessitates further exploration. This study investigated the mediating role of core self-evaluation and negative emotions in the relationship between childhood abuse and suicide ideation in young adults. A sample of 3103 college students from 11 universities across 8 provinces in China was analyzed. Childhood abuse, core self-evaluation, negative emotions, and suicidal ideation were assessed using the Childhood Trauma Questionnaire (CTQ-CF), Core Self-Evaluation Scale, Affect Scale, and Beck Suicidal Ideation Scale (BSI-CV), respectively. Data analysis was conducted using SPSS 19.0 and SPSS Macro Process. We found that high scores for childhood abuse were associated with elevated levels of suicidal ideation, whereas low scores for core self-evaluation were closely linked to heightened levels of negative emotions and suicidal ideation. Furthermore, core self-evaluation and negative emotions mediated the relationship between childhood abuse and suicidal ideation through three significant paths. The results demonstrate that childhood abuse can directly impact suicidal ideation in young adulthood and indirectly influence suicidal ideation by affecting core self-evaluation and negative emotions. They suggest that addressing core self-evaluation and negative emotions in individuals who have experienced childhood abuse may help prevent or treat suicidal ideation.
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Affiliation(s)
- Zhaoxia Pan
- Faculty of Education Science, Zhengzhou Normal University, Zhengzhou 466000, China
| | - Dajun Zhang
- Centre for Mental Health Education and Research, Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Xiaohua Bian
- Faculty of Education Science, Zhengzhou Normal University, Zhengzhou 466000, China
| | - Hongye Li
- Faculty of Education Science, Zhengzhou Normal University, Zhengzhou 466000, China
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22
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Choi NG, Marti CN, Choi BY. Firearm use risk factors and access restriction among suicide decedents age 75 and older who disclosed their suicidal intent. Front Public Health 2023; 11:1255519. [PMID: 38026395 PMCID: PMC10654963 DOI: 10.3389/fpubh.2023.1255519] [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: 07/21/2023] [Accepted: 10/10/2023] [Indexed: 12/01/2023] Open
Abstract
Background and aims A majority of older adult suicide decedents used firearms. In this study, we focused on suicide decedents age 75+ who disclosed their suicidal intent within a month of their injury/death to examine demographic and clinical characteristics associated with firearm use and firearm access restriction attempts by their family members. Methods The 2017-2019 U.S. National Violent Death Reporting System provided data (N = 1,734 suicidal intent disclosers; 1,476 males and 258 females; 21.4% of decedents age 75+). Generalized linear model (GLM) for a Poisson distribution with a log link was used to examine firearm use risk factors. Firearm access restriction attempts by decedents' family members were examined based on coroner/medical examiner and law enforcement (CME/LE) reports. Results Nearly three quarters of disclosers disclosed their intent to family members, and 82.9% of males and 27.5% of females used firearms. GLM results showed males, non-Hispanic white people, and residents in the South and West regions had higher likelihood of firearm use. CME/LE reports of 140 out of 1,294 firearm decedents included narratives related to firearm restriction attempts or lack thereof. Firearm access restrictions were not attempted in 65 cases because family members did not take suicidal intent disclosure seriously or because decedents promised no self-harm. Partial or complete removal of firearms in 75 cases were not effective as decedents had hidden a firearm or purchased a new one. Others used different lethal methods. Implications The findings indicate a need for: (a) training family members of older adults who are at risk of suicide in effective means safety/access restriction and strategies to prevent means substitution; (b) more comprehensive legislative reforms reducing access to firearms by those at risk of suicide; and (c) more comfort and palliative care and counseling for psychosocial risk factors.
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Affiliation(s)
- Namkee G. Choi
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX, United States
| | - C. Nathan Marti
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, TX, United States
| | - Bryan Y. Choi
- Department of Emergency Medicine, Philadelphia College of Osteopathic Medicine and BayHealth, Dover, DE, United States
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Wang Z, Wang X, Lu K, He J, Zheng J, Peng Y, Zhao F. Profiles, Transitions, and Resilience Factors of Suicide Risk in Early Chinese Adolescents. J Youth Adolesc 2023; 52:2300-2313. [PMID: 37460878 DOI: 10.1007/s10964-023-01821-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/06/2023] [Indexed: 09/13/2023]
Abstract
As a severe public health concern directly endangering life safety, adolescent suicide has been extensively investigated in variable-centered studies. However, gaps remain in the knowledge of heterogeneous suicide risk patterns and their developmental nature. Additionally, little is known about protective factors associated with suicide risk patterns and changes. This study applied person-centered approaches to explore suicide risk profiles and transitions over time in early Chinese adolescents, along with their protective factors. A total of 1518 junior high school students (49.6% girls, Mage = 13.57, SD = 0.75) participated in two surveys within a 12-month interval. Latent Profile Analysis and Latent Transition Analysis were used to model the profiles and transitions of suicide risk. Three risk profiles were identified at both time points: low risk profile (73.9, 78.3%), medium risk-high threat profile (16.2, 10.2%), and high risk profile (9.9, 10.2%). Low risk profile was stable, while medium risk-high threat and high risk profiles showed great transitions over 12 months. Sense of control, meaning in life, and regulatory emotional self-efficacy served as protective factors against suicide risk profiles and transitions. Findings underscore the importance of comprehensively illustrating suicide risk states from multiple aspects, as well as understanding the fluid nature of transitions between different risk states. Prevention and intervention strategies aimed at enhancing resilience, such as increasing sense of control, perceived meaningfulness, and belief in emotional regulation, may contribute to reducing the risk of suicide among adolescents.
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Affiliation(s)
- Zhongjie Wang
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China
| | - Xuezhen Wang
- School of Education, Renmin University of China, Beijing, China
| | - Kaiyuan Lu
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China
| | - Jingke He
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China
| | - Juanjuan Zheng
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China
| | - Ying Peng
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China
| | - Fengqing Zhao
- School of Education, Zhengzhou University, No.100 Science Avenue, Henan Province, 450001, Zhengzhou, China.
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24
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MacDonald C, Caimino C, Burns-O’Connell G, Hartley D, Lockwood J, Sereda M, Whitmer W, Cima R, Turton L, Hoare DJ. Tinnitus, Suicide, and Suicidal Ideation: A Scoping Review of Primary Research. Brain Sci 2023; 13:1496. [PMID: 37891863 PMCID: PMC10605905 DOI: 10.3390/brainsci13101496] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Tinnitus (the perception of sound in the absence of any corresponding external source) is highly prevalent and can be distressing. There are unanswered questions about how tinnitus, suicidal thoughts, and suicidal behaviours co-occur and interact. To establish the extent of scientific literature, this scoping review catalogued primary reports addressing the associations between tinnitus, suicidal ideation, attempted suicide, and death by suicide. We searched OvidSP, Medline, EMBASE, PsycINFO, CINAHL, Google Scholar, EThoS, and ProQuest for all studies and case reports on ideation and/or attempted and/or completed suicide in the context of tinnitus. Twenty-three studies were included, and data were charted according to study type. Several epidemiological and other observational studies gave evidence of risk factors and an association between suicidal ideation, suicidal behaviour, and tinnitus. However, there was no evidence of the direction of causality. Qualitative studies are indicated to explore the patient's experience and understand the dynamics of any interaction between tinnitus and suicidal thoughts and behaviours. A theory-informed model of tinnitus and suicide needs to be developed to inform the development of interventions and how tinnitus patients are supported clinically.
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Affiliation(s)
- Carol MacDonald
- NIHR Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK (D.J.H.)
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK
- Department of Psychology, University of Stirling, Stirling FK9 4LA, UK
| | | | | | - Douglas Hartley
- NIHR Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK (D.J.H.)
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK
- Nottingham University Hospitals NHS Trust, Nottingham NG7 2UH, UK
| | - Joanna Lockwood
- NIHR MindTech MedTech Co-Operative, Institute of Mental Health, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK;
| | - Magdalena Sereda
- NIHR Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK (D.J.H.)
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK
| | - William Whitmer
- Hearing Sciences: Scottish Section, Glasgow, Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK;
| | - Rilana Cima
- Health Psychology, Faculty of Psychology and Educational Sciences, KU Leuven University, 3000 Leuven, Belgium;
- Tinnitus Center of Expertise, Centre of Expertise in Rehabilitation and Audiology, Adelante, 6432 CC Hoensbroek, The Netherlands
- Experimental Health Psychology, Faculty of Psychology and Neurosciences, Maastricht University, 6200 MD Maastricht, The Netherlands
| | | | - Derek J. Hoare
- NIHR Nottingham Biomedical Research Centre, Nottingham NG1 5DU, UK (D.J.H.)
- Hearing Sciences, Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham NG7 2UH, UK
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25
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Schluessel S, Halfter K, Haas C, Kroenke K, Lukaschek K, Gensichen J. Validation of the German Version of the P4 Suicidality Tool. J Clin Med 2023; 12:5047. [PMID: 37568448 PMCID: PMC10420186 DOI: 10.3390/jcm12155047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/21/2023] [Accepted: 07/30/2023] [Indexed: 08/13/2023] Open
Abstract
For general practitioners (GPs), it may be challenging to assess suicidal ideation (SI) in patients. Although promising instruments exist for the use in primary care, only a few have been validated in German. The objectives of this study were to examine the validity of the brief P4 screener for assessing SI in a cross-sectional study including outpatients. Inclusion criteria were a PHQ-9 score ≥ 10 or an affirmative answer to its SI item. Construct validity of the P4 was examined by comparison with the four-item Suicide Behaviors Questionnaire-Revised (SBQ-R), the PHQ-9 (convergent), and the positive mental health (PMH) scale (divergent). The study sample included 223 patients (mean age 47.61 ± 15 years; 61.9% women) from 20 primary care practices (104 patients) and 10 psychiatric/psychotherapeutic clinics (119 patients). The first three items of the P4 correlate positively with most of the four items of the reference standard SBQ-R (convergent validity); the fourth item of the P4 (preventive factors) correlates significantly with the PMH scale. The most common preventive factor (67%) is family or friends. The German P4 screener can be used to assess SI in outpatient care. It explores preventive or protective factors of suicide, which may support the GP's decision on treatment. We recommend a further clinical interview for patients flagged by P4 assessment in order to more formally assess suicidal risk.
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Affiliation(s)
- Sabine Schluessel
- Institute of General Practice and Family Medicine, University Hospital, LMU Munich, 80336 Munich, Germany; (S.S.); (C.H.); (J.G.)
| | - Kathrin Halfter
- Institute for Medical Information Processing, Biometry, and Epidemiology, Ludwig-Maximilians University, 81377 Munich, Germany;
| | - Carolin Haas
- Institute of General Practice and Family Medicine, University Hospital, LMU Munich, 80336 Munich, Germany; (S.S.); (C.H.); (J.G.)
- Graduate Program “POKAL—Predictors and Outcomes in Primary Care Depression Care” (DFG-GrK 2621), 80336 Munich, Germany
| | - Kurt Kroenke
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA;
- Regenstrief Institute, Indianapolis, IN 46202, USA
| | - Karoline Lukaschek
- Institute of General Practice and Family Medicine, University Hospital, LMU Munich, 80336 Munich, Germany; (S.S.); (C.H.); (J.G.)
- Graduate Program “POKAL—Predictors and Outcomes in Primary Care Depression Care” (DFG-GrK 2621), 80336 Munich, Germany
| | - Jochen Gensichen
- Institute of General Practice and Family Medicine, University Hospital, LMU Munich, 80336 Munich, Germany; (S.S.); (C.H.); (J.G.)
- Graduate Program “POKAL—Predictors and Outcomes in Primary Care Depression Care” (DFG-GrK 2621), 80336 Munich, Germany
- DZPG (German Center for Mental Health), 80336 Munich, Germany
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