Pub Date : 2025-04-25DOI: 10.1080/13811118.2025.2495970
Lauren McGillivray, Quincy J J Wong, Daniel Z Q Gan, Demee Rheinberger, Rachel Baffsky, Michelle Torok
Objective: Self-harm among children and adolescents is a global public health issue, with concerning trends of increased rates of hospital presenting self-harm in younger age groups (5-12 years). Few studies have investigated risk factors of emerging self-harm in preadolescent populations (<12 years). This study aimed to identify key factors associated with recent (past 12-months) self-harm in preadolescents (5-12 years) compared to adolescents (13-18 years).
Method: This cross-sectional case-control study recruited 305 parents/guardians who had a child (aged 5-18 years) that had (i) recently engaged in self-harm (case group) or (ii) never engaged in self-harm (control group). Participants completed an online parent-report questionnaire that assessed demographic characteristics and self-harm, childhood adversity, child-parent relationships, peer relationships, and problematic digital media use. Data were analyzed using univariate and multivariate logistic regression analyses.
Results: Poorer emotion regulation (OR = 1/0.76 = 1.32), lower parental age (OR = 1/0.83 = 1.20), lower household income (OR = 4.38), problematic peer relationships (OR = 1.38), and lifetime suicidal ideation (OR = 20.34) were associated with increased odds of self-harm among all youth ages. Higher parent education was associated with greater odds of self-harm among preadolescents (OR = 0.02). Lifetime mental health diagnosis (OR = 7.84) and lower levels of childhood adversity (OR = 0.60) were associated with greater odds of recent self-harm among adolescents.
Conclusions: Coordinated multi-agency efforts are essential for holistically addressing common, modifiable individual, social, and socioeconomic risk factors of youth self-harm that may help to prevent onset in young people.
{"title":"Risks Associated with Recent Self-Harm in Preadolescent and Adolescent Youth: Parent-Report.","authors":"Lauren McGillivray, Quincy J J Wong, Daniel Z Q Gan, Demee Rheinberger, Rachel Baffsky, Michelle Torok","doi":"10.1080/13811118.2025.2495970","DOIUrl":"https://doi.org/10.1080/13811118.2025.2495970","url":null,"abstract":"<p><strong>Objective: </strong>Self-harm among children and adolescents is a global public health issue, with concerning trends of increased rates of hospital presenting self-harm in younger age groups (5-12 years). Few studies have investigated risk factors of emerging self-harm in preadolescent populations (<12 years). This study aimed to identify key factors associated with recent (past 12-months) self-harm in preadolescents (5-12 years) compared to adolescents (13-18 years).</p><p><strong>Method: </strong>This cross-sectional case-control study recruited 305 parents/guardians who had a child (aged 5-18 years) that had (i) recently engaged in self-harm (case group) or (ii) never engaged in self-harm (control group). Participants completed an online parent-report questionnaire that assessed demographic characteristics and self-harm, childhood adversity, child-parent relationships, peer relationships, and problematic digital media use. Data were analyzed using univariate and multivariate logistic regression analyses.</p><p><strong>Results: </strong>Poorer emotion regulation (OR = 1/0.76 = 1.32), lower parental age (OR = 1/0.83 = 1.20), lower household income (OR = 4.38), problematic peer relationships (OR = 1.38), and lifetime suicidal ideation (OR = 20.34) were associated with increased odds of self-harm among all youth ages. Higher parent education was associated with greater odds of self-harm among preadolescents (OR = 0.02). Lifetime mental health diagnosis (OR = 7.84) and lower levels of childhood adversity (OR = 0.60) were associated with greater odds of recent self-harm among adolescents.</p><p><strong>Conclusions: </strong>Coordinated multi-agency efforts are essential for holistically addressing common, modifiable individual, social, and socioeconomic risk factors of youth self-harm that may help to prevent onset in young people.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"1-18"},"PeriodicalIF":2.5,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143967878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-21DOI: 10.1080/13811118.2025.2492688
Jialei Gu, Luming Liu, Xinchun Wu, Wenchao Wang
With its susceptibility in victimized populations and the potential for suicidality, non-suicidal self-injury (NSSI) is among the most severe health concerns in college students, indicating an urgency to explore its antecedents and interventions. The present study aims to examine the relationship between bullying victimization and NSSI and the mediating roles of internal shame, external shame, depressive symptoms, and PTSD symptoms based on the general strain theory, the vulnerability-stress theory, and the transactional stress theory. By adopting a three-time-point design with 6-month intervals, hypotheses were tested using data from 634 Chinese college students (374 female; Mage = 18.97). Through a structural equation modeling approach, the study found that bullying victimization was positively correlated with NSSI via internal shame and depressive symptoms. However, this study found no evidence for the mediating association of either external shame or PTSD symptoms in the examined relationship. Through a lens of emotion-driven mechanism, this study contributes to understanding the roles of internal shame and depressive symptoms in NSSI intervention strategies among victims of bullying. The results also illuminate the differentiation of the mechanisms of internal and external shame and the discrepancy between depressive symptoms and PTSD symptoms as two types of post-traumatic symptomatology.
{"title":"\"I Can't Overcome It\": Exploring the Relationship Between Bullying Victimization and NSSI Among College Students Through the Lens of Emotion-Driven Mechanism.","authors":"Jialei Gu, Luming Liu, Xinchun Wu, Wenchao Wang","doi":"10.1080/13811118.2025.2492688","DOIUrl":"https://doi.org/10.1080/13811118.2025.2492688","url":null,"abstract":"<p><p>With its susceptibility in victimized populations and the potential for suicidality, non-suicidal self-injury (NSSI) is among the most severe health concerns in college students, indicating an urgency to explore its antecedents and interventions. The present study aims to examine the relationship between bullying victimization and NSSI and the mediating roles of internal shame, external shame, depressive symptoms, and PTSD symptoms based on the general strain theory, the vulnerability-stress theory, and the transactional stress theory. By adopting a three-time-point design with 6-month intervals, hypotheses were tested using data from 634 Chinese college students (374 female; Mage = 18.97). Through a structural equation modeling approach, the study found that bullying victimization was positively correlated with NSSI via internal shame and depressive symptoms. However, this study found no evidence for the mediating association of either external shame or PTSD symptoms in the examined relationship. Through a lens of emotion-driven mechanism, this study contributes to understanding the roles of internal shame and depressive symptoms in NSSI intervention strategies among victims of bullying. The results also illuminate the differentiation of the mechanisms of internal and external shame and the discrepancy between depressive symptoms and PTSD symptoms as two types of post-traumatic symptomatology.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"1-15"},"PeriodicalIF":2.5,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143953061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-18DOI: 10.1080/13811118.2025.2490154
Valentín Quiroz Sierra
Introduction: Suicide is the leading cause of non-accidental death for Native American young people ages 15-24. Alarmingly, suicide rates have continued to rise over the past decade despite ongoing prevention efforts. This shortcoming has urged some scholars to (re)examine dominant theoretical models to better direct suicide prevention efforts in tribal communities.
Method: Using Indigenous Wholistic Theory, this study used an algorithmic approach to identify a broader set of factors associated with suicidal ideation among Native American high school students in California (n = 2,609). Data were drawn from the 2019-2020 California Healthy Kids Survey, a statewide school-based dataset. Lasso penalized regression was employed to select the most predictive variables for suicidal ideation from a set of 17 candidate factors.
Results: Ten predictors were retained in the final model: depressive symptoms; school-based victimization; sexual and gender minority status; lifetime use of alcohol, vapes, and cannabis; breakfast consumption; access to alcohol and other drugs; and parent education level.
Conclusion: A combination of factors spanning individual, emotional-social, mental-political, and physical-economic domains predicted individualized risk for experiencing suicidal ideation. These findings underscore the need to move beyond psycho-centric models and toward more comprehensive understandings of suicide-related behavior among Native American youth.
{"title":"Predicting Suicidal Ideation Among Native American High Schoolers in California.","authors":"Valentín Quiroz Sierra","doi":"10.1080/13811118.2025.2490154","DOIUrl":"10.1080/13811118.2025.2490154","url":null,"abstract":"<p><strong>Introduction: </strong>Suicide is the leading cause of non-accidental death for Native American young people ages 15-24. Alarmingly, suicide rates have continued to rise over the past decade despite ongoing prevention efforts. This shortcoming has urged some scholars to (re)examine dominant theoretical models to better direct suicide prevention efforts in tribal communities.</p><p><strong>Method: </strong>Using Indigenous Wholistic Theory, this study used an algorithmic approach to identify a broader set of factors associated with suicidal ideation among Native American high school students in California (n = 2,609). Data were drawn from the 2019-2020 California Healthy Kids Survey, a statewide school-based dataset. Lasso penalized regression was employed to select the most predictive variables for suicidal ideation from a set of 17 candidate factors.</p><p><strong>Results: </strong>Ten predictors were retained in the final model: depressive symptoms; school-based victimization; sexual and gender minority status; lifetime use of alcohol, vapes, and cannabis; breakfast consumption; access to alcohol and other drugs; and parent education level.</p><p><strong>Conclusion: </strong>A combination of factors spanning individual, emotional-social, mental-political, and physical-economic domains predicted individualized risk for experiencing suicidal ideation. These findings underscore the need to move beyond psycho-centric models and toward more comprehensive understandings of suicide-related behavior among Native American youth.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"1-18"},"PeriodicalIF":2.0,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12424082/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143958850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-15DOI: 10.1080/13811118.2025.2488524
Marcos Gonçalves de Rezende, Juliana Arantes Figueiredo de Paula Eduardo, Vitória Levi, Daiane Leite da Roza, Ricardo de Carvalho Cavalli, Heloisa Bettiol, Paulo Rossi Menezes, Cristina Marta Del-Ben
Objective: Self-directed violence with suicidal intent is one of the main causes of maternal mortality. We aimed to evaluate the impact of several predictors on suicidal ideation (SI) in postpartum women.
Methods: A cohort of 1,822 women, over 18 years old, was assessed in two Brazilian cities with contrasting sociodemographic profiles. Participants were followed from pregnancy (22nd-25th weeks) until postpartum (mean = 116.8 days, SD = 81.5 after delivery). The main outcome was SI assessed using item-10 of the Edinburgh Postpartum Depression Scale. Potential predictors of SI were allocated into seven different domains: sociodemographic characteristics, environmental stressors and social support during pregnancy, maternal mental health during pregnancy and postpartum, substance use during pregnancy, obstetric data, and newborn characteristics.
Results: SI prevalence was 3.1%. In the univariate analysis, having more children, lower family income, lower education, history of depression, stressors during pregnancy (perceived stress, hopelessness, anxiety, depression, alcohol use, smoking and history of violence, greater number of stressful events, lower social support, and racially discriminatory experience), newborn with low APGAR in the first minute, non-breastfeeding, and postpartum depression, were positively associated with SI. In the multiple predictors model (X2 = 136,502; df = 6; p < 0.001), only racial discrimination during pregnancy (PR: 1.13; 95% CI 1.01-1.27) and postpartum depression (PR: 1.23; 95% CI 1.20-1.27) remained associated with SI.
Conclusions: Although racial discrimination was not assessed in the postpartum, such experiences during pregnancy seem to contribute to an increased risk of SI among depressed postpartum women. This underscores the importance of addressing racial disparities and fostering an inclusive and supportive environment to safeguard maternal mental health.
{"title":"Racial Discrimination Experiences During Pregnancy Are Associated with Suicidal Ideation in Depressed Postpartum Women.","authors":"Marcos Gonçalves de Rezende, Juliana Arantes Figueiredo de Paula Eduardo, Vitória Levi, Daiane Leite da Roza, Ricardo de Carvalho Cavalli, Heloisa Bettiol, Paulo Rossi Menezes, Cristina Marta Del-Ben","doi":"10.1080/13811118.2025.2488524","DOIUrl":"https://doi.org/10.1080/13811118.2025.2488524","url":null,"abstract":"<p><strong>Objective: </strong>Self-directed violence with suicidal intent is one of the main causes of maternal mortality. We aimed to evaluate the impact of several predictors on suicidal ideation (SI) in postpartum women.</p><p><strong>Methods: </strong>A cohort of 1,822 women, over 18 years old, was assessed in two Brazilian cities with contrasting sociodemographic profiles. Participants were followed from pregnancy (22nd-25th weeks) until postpartum (mean = 116.8 days, SD = 81.5 after delivery). The main outcome was SI assessed using item-10 of the Edinburgh Postpartum Depression Scale. Potential predictors of SI were allocated into seven different domains: sociodemographic characteristics, environmental stressors and social support during pregnancy, maternal mental health during pregnancy and postpartum, substance use during pregnancy, obstetric data, and newborn characteristics.</p><p><strong>Results: </strong>SI prevalence was 3.1%. In the univariate analysis, having more children, lower family income, lower education, history of depression, stressors during pregnancy (perceived stress, hopelessness, anxiety, depression, alcohol use, smoking and history of violence, greater number of stressful events, lower social support, and racially discriminatory experience), newborn with low APGAR in the first minute, non-breastfeeding, and postpartum depression, were positively associated with SI. In the multiple predictors model (X<sup>2</sup> = 136,502; df = 6; <i>p</i> < 0.001), only racial discrimination during pregnancy (PR: 1.13; 95% CI 1.01-1.27) and postpartum depression (PR: 1.23; 95% CI 1.20-1.27) remained associated with SI.</p><p><strong>Conclusions: </strong>Although racial discrimination was not assessed in the postpartum, such experiences during pregnancy seem to contribute to an increased risk of SI among depressed postpartum women. This underscores the importance of addressing racial disparities and fostering an inclusive and supportive environment to safeguard maternal mental health.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"1-16"},"PeriodicalIF":2.5,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143971762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-07DOI: 10.1080/13811118.2025.2489159
Yufei Jin, Karel Kieslich, Anna Hall, Alexandra Pitman
Objective: Previous research has identified loneliness as a risk factor for suicidal ideation and attempt but has lacked studies using representative samples of adolescents. We aimed to address this evidence gap by using a nationally representative sample of US adolescents to investigate whether loneliness is longitudinally associated with suicide-related outcomes.
Method: We analyzed data on 17,751 participants in the National Longitudinal Study of Adolescent to Adult Health (Add Health) aged 11-21 years at baseline. We used multivariable logistic regression to test the longitudinal association between baseline loneliness (1995; aged 11-21 years) and past-year suicidal ideation and suicide attempt measured six years later (2001-2002; aged 18-28 years) and 13 years later (2008-2009; aged 24-34 years) adjusted for socio-demographic and clinical characteristics.
Results: Adolescents with higher levels of loneliness aged 11-21 years were 1.97 times more likely to report suicidal ideation six years later (ORadj1=1.97, 95% CI [1.45, 2.67], p < 0.001), but this association was no longer significant after adjustment (ORadj2=1.10, 95% CI [0.75, 1.61], p = 0.62). They were also significantly more likely to report suicidal ideation at 13-year follow-up (ORadj1=2.22, 95% CI [1.71, 2.89], p < 0.001), even after adjustment (ORadj2=1.36, 95% CI [1.00, 1.86], p = 0.049). However, there was no association between loneliness and suicide attempt at either follow-up point.
Conclusions: Loneliness aged 11-21 years predicts suicidal ideation (but not suicide attempt) 13 years later, suggesting a need for interventions delivered at the start of adolescence to prevent the onset of distressing suicidal ideation later in adolescence and young adulthood.
研究目的以往的研究已将孤独感确定为自杀意念和企图自杀的风险因素,但缺乏对具有代表性的青少年样本的研究。为了填补这一证据空白,我们使用了具有全国代表性的美国青少年样本,研究孤独感是否与自杀相关结果有纵向联系:我们分析了全国青少年到成人健康纵向研究(Add Health)中 17751 名参与者的数据,他们的基线年龄为 11-21 岁。我们使用多变量逻辑回归法检验了基线孤独感(1995 年,11-21 岁)与 6 年后(2001-2002 年,18-28 岁)和 13 年后(2008-2009 年,24-34 岁)的自杀意念和自杀企图之间的纵向联系,并对社会人口学和临床特征进行了调整:结果:11-21 岁的青少年中,孤独感较强的人在 6 年后报告有自杀倾向的可能性要高出 1.97 倍(ORadj1=1.97,95% CI [1.45,2.67],p adj2=1.10,95% CI [0.75,1.61],p = 0.62)。在 13 年的随访中,他们也更有可能报告有自杀倾向(ORadj1=2.22,95% CI [1.71,2.89],p adj2=1.36,95% CI [1.00,1.86],p = 0.049)。然而,在任何一个随访点,孤独感与自杀未遂之间都没有关联:结论:11-21岁时的孤独感可预测13年后的自杀意念(但不能预测自杀未遂),这表明有必要在青春期开始时采取干预措施,以防止在青春期和成年后出现令人痛苦的自杀意念。
{"title":"Association between Loneliness and Suicidal Thoughts and Attempts in Adolescence and Young Adulthood: A Longitudinal Analysis of a Nationally Representative US Sample.","authors":"Yufei Jin, Karel Kieslich, Anna Hall, Alexandra Pitman","doi":"10.1080/13811118.2025.2489159","DOIUrl":"https://doi.org/10.1080/13811118.2025.2489159","url":null,"abstract":"<p><strong>Objective: </strong>Previous research has identified loneliness as a risk factor for suicidal ideation and attempt but has lacked studies using representative samples of adolescents. We aimed to address this evidence gap by using a nationally representative sample of US adolescents to investigate whether loneliness is longitudinally associated with suicide-related outcomes.</p><p><strong>Method: </strong>We analyzed data on 17,751 participants in the National Longitudinal Study of Adolescent to Adult Health (Add Health) aged 11-21 years at baseline. We used multivariable logistic regression to test the longitudinal association between baseline loneliness (1995; aged 11-21 years) and past-year suicidal ideation and suicide attempt measured six years later (2001-2002; aged 18-28 years) and 13 years later (2008-2009; aged 24-34 years) adjusted for socio-demographic and clinical characteristics.</p><p><strong>Results: </strong>Adolescents with higher levels of loneliness aged 11-21 years were 1.97 times more likely to report suicidal ideation six years later (OR<sub>adj1</sub>=1.97, 95% CI [1.45, 2.67], <i>p</i> < 0.001), but this association was no longer significant after adjustment (OR<sub>adj2</sub>=1.10, 95% CI [0.75, 1.61], <i>p</i> = 0.62). They were also significantly more likely to report suicidal ideation at 13-year follow-up (OR<sub>adj1</sub>=2.22, 95% CI [1.71, 2.89], <i>p</i> < 0.001), even after adjustment (OR<sub>adj2</sub>=1.36, 95% CI [1.00, 1.86], <i>p</i> = 0.049). However, there was no association between loneliness and suicide attempt at either follow-up point.</p><p><strong>Conclusions: </strong>Loneliness aged 11-21 years predicts suicidal ideation (but not suicide attempt) 13 years later, suggesting a need for interventions delivered at the start of adolescence to prevent the onset of distressing suicidal ideation later in adolescence and young adulthood.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"1-14"},"PeriodicalIF":2.5,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143794512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-01Epub Date: 2024-06-30DOI: 10.1080/13811118.2024.2363227
C Kitchen, A Zirikly, A Belouali, H Kharrazi, P Nestadt, H C Wilcox
Objective: Nearly 50,000 Americans die each year from suicide, despite suicide death being a rare event in the context of health risk assessment and modeling. Prior research has underscored the need for contextualizing suicide risk models in terms of their potential uses and generalizability. This sensitivity analysis makes use of the Maryland Suicide Data Warehouse (MSDW) and illustrates how results inform clinical decision support.
Method: A cohort of 1 million living control patients were extracted from the MSDW in addition to 1,667 patients who had died by suicide between the years 2016 and 2019 according to the Maryland Office of the Medical Examiner (OCME). Data were extracted and aggregated as part of a 4-year retrospective design. Binary logistic and two penalized regression models were deployed in a repeated fivefold cross-validation. Model performances were evaluated using sensitivity, positive predictive value (PPV), and F1, and model coefficients were ranked according to coefficient size.
Results: Several features were significantly associated with patients having died by suicide, including male sex, depressive and anxiety disorder diagnoses, social needs, and prior suicidal ideation and suicide attempt. Cross-validated binary logistic regression outperformed either ridge or LASSO (least absolute shrinkage and selection operator) models but generally achieved low-to-moderate PPV and sensitivity across most thresholds and a peak F1 of 0.323.
Conclusions: Suicide death prediction is constrained by the context of use, which determines the best balance of precision and recall. Predictive models must be evaluated close to the level of intervention. They may not hold up to different needs at different levels of care.
{"title":"Suicide Death Prediction Using the Maryland Suicide Data Warehouse: A Sensitivity Analysis.","authors":"C Kitchen, A Zirikly, A Belouali, H Kharrazi, P Nestadt, H C Wilcox","doi":"10.1080/13811118.2024.2363227","DOIUrl":"10.1080/13811118.2024.2363227","url":null,"abstract":"<p><strong>Objective: </strong>Nearly 50,000 Americans die each year from suicide, despite suicide death being a rare event in the context of health risk assessment and modeling. Prior research has underscored the need for contextualizing suicide risk models in terms of their potential uses and generalizability. This sensitivity analysis makes use of the Maryland Suicide Data Warehouse (MSDW) and illustrates how results inform clinical decision support.</p><p><strong>Method: </strong>A cohort of 1 million living control patients were extracted from the MSDW in addition to 1,667 patients who had died by suicide between the years 2016 and 2019 according to the Maryland Office of the Medical Examiner (OCME). Data were extracted and aggregated as part of a 4-year retrospective design. Binary logistic and two penalized regression models were deployed in a repeated fivefold cross-validation. Model performances were evaluated using sensitivity, positive predictive value (PPV), and F1, and model coefficients were ranked according to coefficient size.</p><p><strong>Results: </strong>Several features were significantly associated with patients having died by suicide, including male sex, depressive and anxiety disorder diagnoses, social needs, and prior suicidal ideation and suicide attempt. Cross-validated binary logistic regression outperformed either ridge or LASSO (least absolute shrinkage and selection operator) models but generally achieved low-to-moderate PPV and sensitivity across most thresholds and a peak F1 of 0.323.</p><p><strong>Conclusions: </strong>Suicide death prediction is constrained by the context of use, which determines the best balance of precision and recall. Predictive models must be evaluated close to the level of intervention. They may not hold up to different needs at different levels of care.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"453-467"},"PeriodicalIF":2.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12001816/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141465859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-01Epub Date: 2024-07-01DOI: 10.1080/13811118.2024.2363223
Maria Manuela Peixoto
Mental health problems and suicide risk among veterinarians and veterinary nurses are well documented in the literature. Data on veterinary assistants have been overlooked, however. In addition, information on Portuguese veterinary professionals is lacking. An online sample of 833 Portuguese veterinary professionals (443 veterinarians, 287 nurses, and 103 assistants) completed self-report questionnaires about suicide risk and mental health between December 2022 and March 2023. Descriptive analysis revealed that 3.5% of respondents attempted suicide during their lifetime; 17.2% experienced extremely severe depression and suicidal ideation; 17.8% and 27.0% experienced extremely severe stress and anxiety, respectively; and 27.4% and 27.7% reported burnout and compassion fatigue, respectively. Multiple linear regression analysis revealed that professionals with a history of mental illness history; with current clinical symptoms of depression, anxiety, and stress; and working more than 40 hours per week experienced greater levels of burnout, compassion fatigue, and suicide ideation. Other variables such as being a woman, being a veterinary assistant, and disagreeing with motives for euthanasia also predicted some mental health problems. Mental health problems in the Portuguese veterinary professionals are a major health concern. These professionals are at higher risk for suicide, and clinical implications and guidelines are discussed.
{"title":"Suicide Risk in Veterinary Professionals in Portugal: Prevalence of Psychological Symptoms, Burnout, and Compassion Fatigue.","authors":"Maria Manuela Peixoto","doi":"10.1080/13811118.2024.2363223","DOIUrl":"10.1080/13811118.2024.2363223","url":null,"abstract":"<p><p>Mental health problems and suicide risk among veterinarians and veterinary nurses are well documented in the literature. Data on veterinary assistants have been overlooked, however. In addition, information on Portuguese veterinary professionals is lacking. An online sample of 833 Portuguese veterinary professionals (443 veterinarians, 287 nurses, and 103 assistants) completed self-report questionnaires about suicide risk and mental health between December 2022 and March 2023. Descriptive analysis revealed that 3.5% of respondents attempted suicide during their lifetime; 17.2% experienced extremely severe depression and suicidal ideation; 17.8% and 27.0% experienced extremely severe stress and anxiety, respectively; and 27.4% and 27.7% reported burnout and compassion fatigue, respectively. Multiple linear regression analysis revealed that professionals with a history of mental illness history; with current clinical symptoms of depression, anxiety, and stress; and working more than 40 hours per week experienced greater levels of burnout, compassion fatigue, and suicide ideation. Other variables such as being a woman, being a veterinary assistant, and disagreeing with motives for euthanasia also predicted some mental health problems. Mental health problems in the Portuguese veterinary professionals are a major health concern. These professionals are at higher risk for suicide, and clinical implications and guidelines are discussed.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"439-452"},"PeriodicalIF":2.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141465860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-04-01Epub Date: 2024-07-01DOI: 10.1080/13811118.2024.2370852
Emily E Haroz, Mira A Bajaj, Paul S Nestadt, John V Campo, Holly C Wilcox
Objective: The safety planning intervention is an evidence-based practice shown to reduce suicide risk, but implementation of high-quality safety planning has proven challenging. We aimed to understand clinician perspectives on the safety planning intervention to inform future implementation efforts.
Method: This cross-sectional survey of clinicians who care for patients at risk of suicide in an academic medical center asked about comfort levels and fidelity to components of the safety planning intervention and assessed implementation barriers and facilitators. We used exploratory data analysis and regression analysis to explore clinician perspectives and assess the relationship between formal training and implementation.
Results: Ninety-two clinicians responded to the survey. Two-thirds of participants (64.9%) endorsed using all six core elements of the safety planning intervention. Participants who reported receiving formal training in safety planning were significantly more likely to report being comfortable completing a safety plan (p < .001); those with higher levels of comfort were significantly more likely to endorse using all of the core elements of the safety planning intervention (p < .001).
Conclusions: Training in the evidence-based safety planning intervention is associated with clinician comfort and awareness of the core elements of the intervention. Our results suggest that there are gaps in clinician training and that formal safety planning intervention training could have a positive effect on clinician comfort and treatment fidelity.
目的:安全规划干预是一种循证实践,被证明可以降低自杀风险,但事实证明,实施高质量的安全规划具有挑战性。我们旨在了解临床医生对安全计划干预的看法,为今后的实施工作提供参考:这项横断面调查的对象是在一家学术医疗中心护理有自杀风险患者的临床医生,调查内容包括安全规划干预措施的舒适度和忠实度,并评估了实施障碍和促进因素。我们使用探索性数据分析和回归分析来探讨临床医生的观点,并评估正规培训与实施之间的关系:92 名临床医生对调查做出了回应。三分之二的参与者(64.9%)赞同使用安全规划干预的所有六个核心要素。接受过正规安全规划培训的参与者更有可能自如地完成安全规划(P P 结论:接受过正规安全规划培训的参与者更有可能自如地完成安全规划(P P 结论:接受过正规安全规划培训的参与者更有可能自如地完成安全规划:循证安全规划干预培训与临床医生对干预核心要素的舒适度和认知度有关。我们的研究结果表明,临床医生的培训还存在不足,而正规的安全规划干预培训可对临床医生的舒适度和治疗忠诚度产生积极影响。
{"title":"Clinician Perspectives on Suicide Safety Planning and Its Implementation.","authors":"Emily E Haroz, Mira A Bajaj, Paul S Nestadt, John V Campo, Holly C Wilcox","doi":"10.1080/13811118.2024.2370852","DOIUrl":"10.1080/13811118.2024.2370852","url":null,"abstract":"<p><strong>Objective: </strong>The safety planning intervention is an evidence-based practice shown to reduce suicide risk, but implementation of high-quality safety planning has proven challenging. We aimed to understand clinician perspectives on the safety planning intervention to inform future implementation efforts.</p><p><strong>Method: </strong>This cross-sectional survey of clinicians who care for patients at risk of suicide in an academic medical center asked about comfort levels and fidelity to components of the safety planning intervention and assessed implementation barriers and facilitators. We used exploratory data analysis and regression analysis to explore clinician perspectives and assess the relationship between formal training and implementation.</p><p><strong>Results: </strong>Ninety-two clinicians responded to the survey. Two-thirds of participants (64.9%) endorsed using all six core elements of the safety planning intervention. Participants who reported receiving formal training in safety planning were significantly more likely to report being comfortable completing a safety plan (<i>p</i> < .001); those with higher levels of comfort were significantly more likely to endorse using all of the core elements of the safety planning intervention (<i>p</i> < .001).</p><p><strong>Conclusions: </strong>Training in the evidence-based safety planning intervention is associated with clinician comfort and awareness of the core elements of the intervention. Our results suggest that there are gaps in clinician training and that formal safety planning intervention training could have a positive effect on clinician comfort and treatment fidelity.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"501-511"},"PeriodicalIF":2.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11688519/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141465857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: Adolescent suicidal behavior is highly prevalent in pediatric psychiatric emergency departments, and there is a growing occurrence of such behavior among preadolescent children. This study aims to examine the psychosocial factors associated with nonfatal suicidal behaviors in children (<12 years old) and adolescents (aged 12-18), to gain insight into unique and shared characteristics of suicidal behavior across these two age groups.
Method: This study investigates the psychosocial characteristics associated with suicidal ideation and behaviors in an emergency department sample of 183 children and adolescents aged 7-18 years in Israel. Participants completed a diagnostic interview, and self-report and parent-report questionnaires of psychosocial measures. Cross-sectional correlational and regression analyses were used to determine significant correlates of suicidal outcomes within the two age groups.
Results: Among adolescents, females exhibited a higher prevalence of suicidal thoughts and behaviors, while in children, both boys and girls showed similar rates. Depression correlated with suicidal ideation for both adolescents and children. In children, anxiety and conduct symptoms were associated with suicidal behavior, whereas in adolescents, suicidal behavior was associated with depression and anxiety.
Conclusions: The present findings contribute to the growing understanding of factors associated with suicidal thoughts and behaviors among children in comparison to adolescents. These findings underscore the importance of targeting specific risk factors when developing assessment and intervention strategies tailored to the two age groups.
{"title":"Psychosocial Correlates of Suicidal Ideation and Behavior in Adolescents and Preadolescent Children Discharged from an Emergency Department in Israel.","authors":"Oren Shahnovsky, Lior Pirogovsky, Nermin Toukhy, Shannel Akhavan, Dana Grisaru Hergas, Alan Apter, Liat Haruvi-Catalan, Noa Benaroya-Milshtein, Silvana Fennig, Shira Barzilay","doi":"10.1080/13811118.2024.2358090","DOIUrl":"10.1080/13811118.2024.2358090","url":null,"abstract":"<p><strong>Objectives: </strong>Adolescent suicidal behavior is highly prevalent in pediatric psychiatric emergency departments, and there is a growing occurrence of such behavior among preadolescent children. This study aims to examine the psychosocial factors associated with nonfatal suicidal behaviors in children (<12 years old) and adolescents (aged 12-18), to gain insight into unique and shared characteristics of suicidal behavior across these two age groups.</p><p><strong>Method: </strong>This study investigates the psychosocial characteristics associated with suicidal ideation and behaviors in an emergency department sample of 183 children and adolescents aged 7-18 years in Israel. Participants completed a diagnostic interview, and self-report and parent-report questionnaires of psychosocial measures. Cross-sectional correlational and regression analyses were used to determine significant correlates of suicidal outcomes within the two age groups.</p><p><strong>Results: </strong>Among adolescents, females exhibited a higher prevalence of suicidal thoughts and behaviors, while in children, both boys and girls showed similar rates. Depression correlated with suicidal ideation for both adolescents and children. In children, anxiety and conduct symptoms were associated with suicidal behavior, whereas in adolescents, suicidal behavior was associated with depression and anxiety.</p><p><strong>Conclusions: </strong>The present findings contribute to the growing understanding of factors associated with suicidal thoughts and behaviors among children in comparison to adolescents. These findings underscore the importance of targeting specific risk factors when developing assessment and intervention strategies tailored to the two age groups.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"422-438"},"PeriodicalIF":2.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141174804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: Suicide prevention gatekeeper training (GKT) is considered an important component of an overall suicide-prevention strategy. The primary aim of this study was to conduct the first robust review of systematic reviews of GKT to examine the overall effectiveness of GKT on knowledge, self-efficacy, attitudes, behavioral intentions, and behavioral change. The study also examined the extent to which outcomes were retained long term, the frequency of refresher sessions, and the effectiveness of GKT with Indigenous populations and e-learning delivery.
Methods: For this review of reviews, MEDLINE, PsycINFO, Embase; and the Cochrane Database of Systematic Reviews were searched. ROBIS was applied to assess risk of bias and findings were synthesized using narrative synthesis.
Results: Six systematic reviews were included comprising 61 studies, of which only 10 were randomized controlled trials (RCTs). Immediate positive effects of GKT on knowledge, skills, and self-efficacy were confirmed, including for interventions tailored for Indigenous communities. Evidence was mixed for change in attitude; few studies measured e-learning GKT, retention of outcomes, booster sessions, behavioral intentions, and behavioral change, with some positive results.
Conclusions: Evidence supports the immediate effects of GKT but highlights a need for more high-quality RCTs, particularly for Indigenous and e-learning GKT. This review identified a concerning lack of long-term follow-up assessments at multiple time points, which could capture behavioral change and a significant gap in studies focused on post-training interventions that maintain GKT effects over time.
{"title":"A Review of Systematic Reviews: Gatekeeper Training for Suicide Prevention with a Focus on Effectiveness and Findings.","authors":"Denise Kingi-Uluave, Nalei Taufa, Ruby Tuesday, Tania Cargo, Karolina Stasiak, Sally Merry, Sarah Hetrick","doi":"10.1080/13811118.2024.2358411","DOIUrl":"10.1080/13811118.2024.2358411","url":null,"abstract":"<p><strong>Objectives: </strong>Suicide prevention gatekeeper training (GKT) is considered an important component of an overall suicide-prevention strategy. The primary aim of this study was to conduct the first robust review of systematic reviews of GKT to examine the overall effectiveness of GKT on knowledge, self-efficacy, attitudes, behavioral intentions, and behavioral change. The study also examined the extent to which outcomes were retained long term, the frequency of refresher sessions, and the effectiveness of GKT with Indigenous populations and e-learning delivery.</p><p><strong>Methods: </strong>For this review of reviews, MEDLINE, PsycINFO, Embase; and the Cochrane Database of Systematic Reviews were searched. ROBIS was applied to assess risk of bias and findings were synthesized using narrative synthesis.</p><p><strong>Results: </strong>Six systematic reviews were included comprising 61 studies, of which only 10 were randomized controlled trials (RCTs). Immediate positive effects of GKT on knowledge, skills, and self-efficacy were confirmed, including for interventions tailored for Indigenous communities. Evidence was mixed for change in attitude; few studies measured e-learning GKT, retention of outcomes, booster sessions, behavioral intentions, and behavioral change, with some positive results.</p><p><strong>Conclusions: </strong>Evidence supports the immediate effects of GKT but highlights a need for more high-quality RCTs, particularly for Indigenous and e-learning GKT. This review identified a concerning lack of long-term follow-up assessments at multiple time points, which could capture behavioral change and a significant gap in studies focused on post-training interventions that maintain GKT effects over time.</p>","PeriodicalId":8325,"journal":{"name":"Archives of Suicide Research","volume":" ","pages":"329-346"},"PeriodicalIF":2.0,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141330327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}