Suicidal Behavior Prevention: The Time to Act is Now

Suicidal Risk During Adolescence: Could Covitality Be Part of the Solution?

OBJECTIVE

The covitality model suggests that the co-disposition and synergy of core psychosocial assets (i.e., covitality) buffer the negative impact of stressful events and prevent the emergence of mental health problems during adolescence. At this stage of development, suicide already constitutes the leading cause of unnatural death in Europe. The present study aimed to examine how covitality relates to bidimensional mental health status (i.e., psychopathology and subjective well-being) and suicidal risk.

METHOD

Participants were 5,296 Spanish students ages 12 to 18 years (Mage ± SD = 14.19 ± 1.53), 50.2% male.

RESULTS

In a structural equation mediational model, covitality acted as a powerful shield of psychosocial strengths against suicidality, via an indirect effect entirely mediated by its impact on bidimensional mental health. The total variance in suicidal risk explained by the set of independent variables was 61.8%, while the total variance of psychopathology and subjective well-being explained by covitality was 54.1% and 75.6%, respectively.

CONCLUSIONS

These preliminary findings highlight the need for further study of covitality as a defense strategy against adolescent suicide. HIGHLIGHTSCovitality promote subjective well-being and prevent psychopathological symptoms.These self-perceived psychosocial strengths do not have direct effect on suicidality.Covitality is related to lower suicidal risk through indirect mechanisms: via bidimensional approach to mental health status (BMH).

Predicting inmate suicidal behavior with an interpretable ensemble machine learning approach in smart prisons

The convergence of smart technologies and predictive modelling in prisons presents an exciting opportunity to revolutionize the monitoring of inmate behaviour, allowing for the early detection of signs of distress and the effective mitigation of suicide risks. While machine learning algorithms have been extensively employed in predicting suicidal behaviour, a critical aspect that has often been overlooked is the interoperability of these models. Most of the work done on model interpretations for suicide predictions often limits itself to feature reduction and highlighting important contributing features only. To address this research gap, we used Anchor explanations for creating human-readable statements based on simple rules, which, to our knowledge, have never been used before for suicide prediction models. We also overcome the limitation of anchor explanations, which create weak rules on high-dimensionality datasets, by first reducing data features with the help of SHapley Additive exPlanations (SHAP). We further reduce data features through anchor interpretations for the final ensemble model of XGBoost and random forest. Our results indicate significant improvement when compared with state-of-the-art models, having an accuracy and precision of 98.6% and 98.9%, respectively. The F1-score for the best suicide ideation model appeared to be 96.7%.

Suicide Interventions in Spain and Japan: A Comparative Systematic Review

(1) Background: This systematic review presents an overview of psychological interventions in suicide published between 2013 and 2023 in Spain and Japan, sparked by Spain's alarming recent increase in suicide rates and the potential exemplar of Japan's reduction efforts. (2) Methods: Following the PRISMA checklist, the databases Web of Science, Scopus, PubMed, and PsycInfo were searched using the terms [("suicide" OR "suicidal behavior" OR "suicidal attempt" OR "suicidal thought" OR "suicidal intention") AND ("prevention" OR "intervention" OR "psychosocial treatment" OR "Dialectical Behavior Therapy" OR "Cognitive Therapy" OR "psychotherap*")] AND [("Spain" OR "Spanish") OR ("Japan" OR "Japanese")]. We included articles published in peer-reviewed academic journals, written in English, Spanish, and Japanese between 2013 and 2023 that presented, designed, implemented, or assessed psychological interventions focused on suicidal behavior. (3) Results: 46 studies were included, concerning prevention, treatment, and training interventions. The risk of bias was low in both Spanish and Japanese studies, despite the lack of randomization of the samples. We identified common characteristics, such as psychoeducation and coping skills. Assertive case management was only highlighted in Japan, making an emphasis on active patient involvement in his/her care plan. (4) Conclusions: The findings will help professionals to incorporate into their interventions broader, more comprehensive approaches to consider more interpersonal components.

The role of effective factors on suicidal tendency of women in Turkey

Background/Aim

This study aims to identify the variables that influence the suicidal tendency of women who are married, have had a relationship or are currently in a relationship in Turkey.

Methods

This study uses cross-sectional data from the 2014 Hacettepe University Institute of Population Studies National Research on Domestic Violence Against Women in Turkey. Data from 6,458 women between the ages of 15 and 49 were analyzed in this dataset. Binary logistic regression was used to determine the factors influencing women's suicidal tendencies.

Results

Based on the analysis's findings, age, education level, health status, number of children, the sector in which the spouse/partner works, the drinking status of the spouse/partner, the situation where the spouse/partner fights with another man in a way that involves physical violence, the cheating status of the spouse/partner, the controlling behaviour of the spouse/partner, exposure to various types of violence by both the spouse/partner and someone other than the partner, and the household income level variables were found to be associated with the suicidal tendency of women.

Conclusion

Prioritizing women who are, in particular, between the ages of 15 and 24, live in the south of Turkey, have a high school education, are in poor health, are childless, have low household incomes, live with an unemployed spouse or partner, and are exposed to various forms of violence from their partner or other sources can be achieved more effective results in reducing and preventing women's suicidal behaviors.

Efficacy of acceptance and commitment therapy on impulsivity and suicidality among clients with bipolar disorders: a randomized control trial

BACKGROUND

Among people with bipolar disorders, there are high rates of impulsivity and suicide attempts. Efforts to reduce suicide are hindered by the lack of conclusive evidence on interventional programs for those at risk. Thus, this work evaluated the efficacy of acceptance and commitment therapy on impulsivity and suicidality among bipolar clients.

METHODS

In a randomized controlled trial, 30 eligible clients with bipolar disorders were given Acceptance and Commitment Therapy, and 30 eligible clients for the control group were chosen randomly at a 1:1 ratio using Research Randomizer version 4.0. Clients completed the Acceptance and Action Questionnaire II, the Short Arabic Version of the Impulsivity Behavior Scale, and the Arabic Version of the Beck Scale for Suicide Ideation.

RESULTS

It can be observed that there was a statistically significant decrement in the mean scores of psychological inflexibility among the study group between baseline value (T0), posttest measurement (T1), and post-two-month follow-up (T2), from 32.91 SD (6.03) to 23.06 SD (6.22) post and 26.83 SD (3.49) post-two months, with an effect size of 0.846 (P < 0.001), compared to the control group, which revealed an increase in the mean score. The overall impulsivity among the study group between T0, T1, and T2 was 61.27 SD (4.57) to 46.83 SD (4.47) post- and 43.0 SD (5.30) post-two months, with an effect size of 0.906 (P < 0.001). Compared to the control group, which revealed a relative increase in the mean impulsivity score at the post- and post-two-month intervals, the Arabic Versions of the Beck Scale for Suicide Ideation Scale mean score before the intervention was 16.33 SD (6.08), then the post was 7.23 SD (4.72), and the post-two-month mean was 10.13 SD (5.49) with an effect size of 0.878 (P < 0.001) among the study group. On the other hand, mean scores of "suicide ideation" among clients in the control group increased posttest and nearly returned to the same value after two months.

CONCLUSION

For bipolar clients suffering from suicidal thoughts and impulsive behaviors, acceptance and commitment therapy, an emerging third-wave behavior therapy, is an effective intervention.

TRIAL REGISTRATION

The study was registered retrospectively with reference number NCT05693389 on 23/1/2023, available at: https://clinicaltrials.gov/ct2/show/NCT05693389 .

Adverse Perinatal Outcomes and Postpartum Suicidal Behavior in California, 2013-2018

Background: The objectives of this study were to describe trends in the prevalence of postpartum suicidal behaviors in California, 2013-2018, and to estimate associations between adverse perinatal outcomes and suicidal behaviors. Materials and Methods: We used data from a population-based cohort derived from all birth and fetal death certificates. Records were individually linked to maternal hospital discharge records for the years before and after delivery. We estimated the prevalence of postpartum suicidal ideation and attempt by year. Then, we estimated crude and adjusted associations between adverse perinatal outcomes and these suicidal behaviors. The sample included 2,563,288 records. Results: The prevalence of postpartum suicidal ideation and attempt increased from 2013 to 2018. People with postpartum suicidal behavior were younger, had less education, and were more likely to live in rural areas. A greater proportion of those with postpartum suicidal behavior were Black and publicly insured. Severe maternal morbidity, neonatal intensive care unit admission, and fetal death were associated with greater risk of ideation and attempt. Major structural malformation was not associated with either outcome. Conclusions: The burden of postpartum suicidal behavior has increased over time and is unequally distributed across population subgroups. Adverse perinatal outcomes may help identify individuals that could benefit from additional care during the postpartum period.

Prevalence and predictors of suicidal behaviours among primary and secondary school going adolescents in Botswana

BACKGROUND

There is a scarcity of studies on the prevalence and predictors of suicide behaviors among primary and secondary school going adolescents aged 10-19 years in Botswana hence, this study would fill that gap.

METHODS

This study used cross-sectional secondary data from Botswana Youth Risk Behavior and Biological Surveillance Survey (BYRBBSS), 2010. Multivariable binary logistic regression models were used to investigate the predictors of suicide behaviours.

RESULTS

The study shows that 51.5% of the respondents reported having ever contemplated suicide while 40.1% of the respondents attempted suicide in the last 12 months before the survey. The study found that male learners (AOR = 0.61, 95% CI = 0.44-0.83), learners who were not attacked or threatened or injured by someone (AOR = 0.35, 95% CI = 0.17-0.72), who were not bullied (AOR = 0.22, 95% CI = 0.13-0.39), and who were confident of themselves (AOR = 0.55, 95% CI = 0.39-0.76) were less likely to contemplate suicide. Whereas learners with primary school level education were more likely to contemplate suicide (AOR = 2.12, 95% CI = 1.14-3.95). Males were less likely than their female counterparts to attempt suicide (AOR = 0.68, 95% CI = 0.47-0.97). Regarding attempt, learners who had self-confidence (AOR = 0.35, 95% CI = 0.24-0.50), not being bullied (AOR = 0.20, 95% CI = 0.11-0.35), not being attacked or threatened or injured by someone (AOR = 0.35, 95% CI = 0.18-0.69), not engaging in a physical fight that led to injury (AOR = 0.34, 95% CI = 0.19-0.61) were less likely to attempt suicide. Whereas being at primary school (AOR = 5.29, 95% CI = 2.58-10.86), and missing classes once or more in a week (AOR = 1.70, 95% CI = 1.05-2.76) were associated with increased likelihood of suicide attempt.

CONCLUSION

The study shows that suicide behaviours as big challenges in Botswana among primary and secondary school going adolescents aged 10-19 years. Thus, the study recommends policy interventions aiming at including education on peer bullying or fighting or attack at primary and secondary education levels if not already in existence. There should also be interventions aiming at educating guardians and teachers on consequences of bullying or fighting so that they should consistently remind their children not to bully and for them to open up if they are being bullied. The study further recommends that schools and communities at large should have a psychosocial system for bullying or fighting reporting, follow-up, and appropriate corrective interventions for the offenders. There should also be self-confidence instilling education as well as sex/gender-specific interventions for instance girls can be given platform (private if necessary) to express peculiar problems to them that need specific help.

Mapping the Scientific Research on Suicide and Physical Activity: A Bibliometric Analysis

This research provides an overview of the current state of scientific literature related to suicide and physical activity (PA). A bibliometric analysis of studies published between 1996 and 2022 in The Web of Science (WoS) was carried out, applying the traditional bibliometric laws, using Microsoft Excel and the VOSviewer software for data and metadata processing. A total of 368 documents (349 primary research and 19 reviews) were extracted from 70 WoS categories. The results revealed an exponential increase in scientific production from 2017 to 2022 (R² = 88%), revealing the United States hegemony being the most productive country, with 156 of the publications (42.4%), the most cited (4181 citations) being the centre of a collaborative network with links to 35 countries and having April Smith, from the Miami University, as the most prolific author (eight publications) and Thomas Joiner, from the Florida State University, as the most cited author (513 citations). The Psychiatry WoS category, with 155 papers, had the highest number of publications, and The Journal of Affective Disorders, from Elsevier, had the highest number of published papers within this category.

Family Factors Related to Suicidal Behavior in Adolescents

Objective: This research aims to investigate what type of family patterns (specifically attachment, bonding and family functioning) and stressful life events can trigger or protect adolescents from developing suicidal behavior. Methods: For these purposes, a case-control study (adolescents with suicidal behavior vs. paired adolescents with no suicidal behavior) was conducted with one hundred 12 to 17-year-old adolescents (50 controls, 50 cases, 74% females), assessed between 2018 and 2020. Results: Negligent (p < 0.001) or affection-less control bonding (p < 0.001), insecure attachment (p = 0.001) and stressful life events (p < 0.001) revealed to be significant risk factors for suicidal behavior. On the contrary, parents’ care (p < 0.001) and security (p < 0.001) were revealed as protective factors for suicidal behavior. Conclusions: Considering these results, family interventions and improving coping skills seem to be two essential targets for any suicide prevention intervention in adolescents.

Predictors of Suicide Re-Attempt in a Spanish Adolescent Population after 12 Months' Follow-Up

Background: This study aims to identify the main predictive factors that allow for the recognition of adolescents with a higher risk of re-attempting suicide. Method: A longitudinal 12-month follow-up design was carried out in a sample of 533 Spanish adolescents between 12 and 17 years old. The data collection period comprised September 2013 to November 2016, including a one-year follow-up after hospital discharge. Results: A statistically significant regression model was obtained to predict suicide re-attempt at 12-months’ follow-up (χ2 = 34.843; p < 0.001; Nagelkerke R2 = 0.105), including personal history of self-injury (OR = 2.721, p < 0.001, 95% CI [1.706, 4.340]) and age (OR = 0.541, p = 0.009, 95% CI [0.340, 0.860]), correctly classifying 82.6% of the sample. Our results show that having a personal history of self-injury and being younger than 14 years old were predictors of suicide re-attempt during the first year after an adolescent’s first admission to emergency services. Conclusions: Considering these factors could contribute to the design of more tailored and effective interventions to prevent suicidal behavior in adolescents at high risk of re-attempting suicide.

Review of suicidal ideation during pregnancy: risk factors, prevalence, assessment instruments and consequences

Background

Pregnancy is a period when women are particularly vulnerable to suicidal ideation and a great opportunity for suicide risk prevention.

Aims

This study aimed to establish a comprehensive understanding of suicidal ideation prevalence, risk factors, screening tools, consequences and management during pregnancy.

Method

A literature search was performed in MEDLINE and PsycInfo databases from 2016 to 2021. A narrative synthesis of the literature and a critical overview of the current issues/questions to be addressed within the topic of suicidal ideation during pregnancy was performed.

Results

The prevalence of suicidal ideation during pregnancy was between 2.73 and 18% internationally. The risk factors identified were major depressive disorder, anxiety disorder, difficulties with sleep, previous suicide attempts, high rumination, low incomes, being black, being young, low educational level, partner violence, having poor support, food insecurity, history of child abuse, high obstetric risk, multiparity, previous induced abortion and exposure to tobacco or human immunodeficiency virus diagnosis. The screening tools used for suicidal ideation during pregnancy were item 10 of the Edinburgh Postpartum Depression Scale and item 9 of the Patient Health Questionnaire. Results showed that suicidal ideation during pregnancy is associated with poor cognitive development in children and low birth weight. No case management studies on suicidal ideation were found.

Limitations

The main limitation of the available studies was the lack of articles with a high degree of methodological rigour on this subject.

Conclusions

This narrative review is a state-of-the-art paper about suicidal ideation during pregnancy. Further research is needed, and researchers should carry out systematic reviews and meta-analyses, leading to Clinical Practice Guidelines in this area. This effort would improve our evidence-based practice in Perinatal Psychology and prevent associated suicidal behaviour.

Suicidal ideation: Prevalence and risk factors during pregnancy

INTRODUCTION

Although suicide is the main cause of maternal death during pregnancy in industrialized countries, there are few research regarding the prevalence and risk factors of suicidal ideation during pregnancy, especially in Spain.

METHOD

In a multicenter study, the sample included 1,524 pregnant women recruited from an obstetrics setting from two Spanish tertiary-care public hospitals. The prevalence of prenatal suicidal ideation was estimated by analyzing their responses to item 9 on the Patient Health Questionnaire (PHQ-9). The risk factors (which increases the probability of having suicidal ideation) included sociodemographic and biomedical variables, and the stress subscale from the revised prenatal version of the Postpartum Depression Predictors Inventory (PDPI-R).

RESULTS

A total of 2.6% of pregnant women reported suicidal ideation. Risk factors of suicidal ideation during pregnancy include sociodemographic, such as prior history of depression (β = 0.120, p < .05), unemployment (β = 0.149, p < .05), and being an immigrant (β = 0.140, p < .01), and biomedical variables, such as previous abortion (β =0.169, p < .01) and assisted reproduction (β = -0.100, p < .05).

DISCUSSION

Given that the prevalence of suicidal ideation is higher than expected, the results of the study suggest the critical need for screening and designing preventive interventions adapted to pregnant women to decrease risk of associated suicidal behavior. In protocols carried out by midwives, specific risk factors should be included in health screenings during pregnancy.

Psychometric properties and diagnostic capacity of the scale of resilience to suicide attempts-18

OBJECTIVE

Early detection of suicide attempts remains a handicap for suicide prevention. Most studies have focused on risk factors, but few have assessed protective factors that promote resilient outcomes, especially in subpopulations vulnerable to suicide re-attempts. This study aims to create and adapt a new Scale of Resilience to Suicide Attempts (SRSA), and to analyse its predictive validity and diagnostic capacity for the detection of suicide re-attempts at six months in people who have made a previous attempt.Design and main outcome measures: The psychometric properties and diagnostic capacity of the resulting SRSA-18 scale were assessed in 229 persons (where 133-58.1% were women, aged 18- to 76-year old) who had made a previous suicide attempt.

RESULTS

Factor analyses (AFE and AFC) yielded a three-dimensional structure with excellent goodness-of-fit indices RMSEA, high levels of reliability and adequate convergent validity with the Suicide Resilience Inventory-25 (SRI-25) scale. Additionally, the SRSA-18 has significant diagnostic power on suicide re-attempts across months of follow-up.

CONCLUSION

Reliable and valid protective factor-based instruments for the detection of future suicide re-attempts may help in the prevention of suicide-associated mortality in specific clinical subpopulations.