Suicidal Behavior Research Articles

Review on the Integration of Just-in-time Adaptive Intervention and Internet-based Cognitive Behavioral Therapy in Reducing Suicidal Thoughts and Behavior

Suicide remains a major public health challenge in the world. The current suicide prevention approaches face challenges in timing mismatch, access barriers, and lack of personalization, complicating the environment for successfully reducing suicidal thoughts and behaviors (STBs). Mobile health has been an emerging but effective approach to supporting and treating mental illnesses. The strengths of Just-in-Time Adaptive Interventions (JITAI) and Internet-based Cognitive Behavioral Therapy(iCBT) are potential approaches to resolving the current challenges of suicide prevention. This paper examines the definitions of JITAIs and iCBT and explores their use in mitigating suicidal thoughts and behaviors. It is proposed that the integration of JITAIs and iCBT could address the current obstacles in preventing suicidal thoughts and behaviors due to their advantages in availability, accessibility, and personalization. However, this integration also has its limitations, necessitating further research. The paper underscores the necessity of future empirical studies on the combined use of JITAIs and iCBT to reduce suicidal thoughts and behaviors.

First- and Second-Generation Psychological Theories of Suicidal Behaviour.

Suicidal behaviour is defined as taking actions with the intention of killing oneself and thinking of performing these actions. Suicide is a serious public health problem with complex biological, social and psychological risk factors and a multidimensional clinical appearance, occurring all over the world and ranking among the leading causes of death. In this study, psychological approaches explaining suicide were evaluated under the headings of first-generation and second-generation suicide theories, the different aspects of these theories were put forward, and previously published studies and recent evidence were reviewed. A literature review on the theoretical foundations of suicide is presented. First-generation suicide theories were developed before the 2000s and second-generation suicide theories were developed after the 2000s. While Psychodynamic Theory, Social Learning Theory, Hopelessness Theory, Shneidman's Suicide Theory and Escape Theory are included under the title of first-generation suicide theories, Interpersonal Psychological Suicide Theory, Three Stage Suicide Theory, Complementary Motivational-Demotivational Theory and Variable Predisposition Theory are examined as second-generation suicide theories. The approaches of the theories provide important evidence in understanding suicidal behaviour and recognising various risk factors in the transition from suicidal ideation to suicidal action. Controlling the risk factors may contribute both in terms of preventive community mental health and in the development of health policies.

Kriminogén rizikófaktorok az önmérgező serdülők szuicid szándékának alakulásában – Hipotézisek felvetése pszichiátriai konzíliumi munka alapján

Aim: Adolescents frequently encounter normative crises that are neither deviant nor pathologically rooted, yet professionals and daily caregivers may sometimes perceive them as such. Deliberate self-poisoning, a prevalent form of suicidal behaviour in adolescents, often coexists with indicators of deviant developmental patterns and family backgrounds suggestive of potential future criminal lifestyles. This study aims to scrutinise the validity of this assumption. Methodology: Employing document analysis, they examined handwritten consultation records and subjected the extracted data to statistical chi-square tests. Findings: The study encompassed 109 cases (88 girls, 21 boys). While criminogenic risk factors were identified in the adolescents’ lives, the majority showed no direct association with suicidal intent or ideation. Exceptions included school drop-out, domestic violence, and bullying, associating with suicidal intent, and bullying alone linked to suicidal ideation. Both intent and ideation were more prevalent among girls. Value: They findings indicate that deliberate self-harm and criminogenic risk factors are largely disconnected. Thus, they emphasise that attributing deviant family backgrounds and future career prospects to adolescents’ self-poisoning is misleading. Professionals within a child’s environment must refrain from such labelling in their daily communication.

Suicidal Thoughts and Behaviors Among US Adolescents: The Cumulative Effects of Polysubstance Use Behaviors

Background: The linkage between substance use and youth suicidality is less developed due to the predominant focus on certain types of substances (e.g., alcohol consumption, prescription opioid misuse). This study examines polysubstance use and its mutual impact on suicidal thoughts and behaviors among US adolescents. Methods: Data from 2019 Youth Risk Behavior Survey were utilized. Associations between the concurrent use of five substances (cigarette, e-cigarette, alcohol, marijuana, and prescription opioid) and suicidality (suicidal thoughts, suicide plans, and suicide attempts) were measured by logistic regression models. The combined effect of polysubstance use on suicidality was further assessed by structural equation modeling. Results: About two in five (42.1%) adolescents used at least one type of substances in the past month and one in seven (13.5%) used three or more types concurrently (polysubstance use). Adolescents with polysubstance use behaviors were three to five times more likely to experience suicidal thoughts (OR=3.8, p < 0.05), make a suicide plan (OR=3.5, p < 0.05), or attempt suicide (OR=4.6, p < 0.05) than non-users. In the final structural model, polysubstance use and suicidality were significantly correlated with each other (β=0.37, p < 0.05). Collectively, polysubstance use explained about 14% of variance in youth suicidality. Conclusions: Polysubstance use shows a significant impact on youth suicidality. School-based health centers and educational programs are recommended to reduce substance use and suicidal behaviors among adolescents. Accessible mental health services and targeted treatments are needed for polysubstance users to mitigate their risk of suicide.

Perceived and Internalized Stigma Towards Suicide and Their Roles in Suicidal Thoughts and Behaviors Among Chinese College Students.

Although perceived and internalized suicide stigma are considered risk factors for suicidal thoughts and behaviors (STBs), their specific roles in STBs are not well understood. This study examined the relationships among perceived and internalized suicide stigma, hopelessness, unbearable pain, suicidal desire, and suicide attempts in college students. A total of 1,387 Chinese college students (mean age: 22.22 years) completed the relevant scales. Structural equation modeling was used to determine the relationships of interest. The results showed that perceived stigma primarily had indirect impacts on suicidal desire through internalized stigma, which subsequently affected unbearable pain and hopelessness. The findings of this study suggest that the internalization of suicide stigma is an important predictor of STBs. These findings advocate for stigma interventions aimed at reducing internalized stigma as a potentially effective strategy for suicide prevention, as it may alleviate unbearable pain and hopelessness, which are significant contributors to suicidal desire and attempts.

Dysregulated zinc homeostasis and microadenomas in the anterior pituitary: pathological insights into suicide risk.

Suicide is a significant public health problem influenced by various risk factors, including dysregulation of the hypothalamus-pituitary-adrenal (HPA) axis. Zinc (Zn), essential for pituitary function in hormone synthesis and release, has been linked to suicide, with studies noting reduced serum levels and altered brain transport mechanisms. Despite Zn's crucial role in pituitary function and its involvement in suicidal behavior, information on pituitary Zn in suicide is scarce. Tumor cells modify Zn dynamics in tissues, and a previous report suggests microadenomas in the anterior pituitary as a risk factor for suicide. Histopathological analysis with hematoxylin-eosin stain and histochemical techniques to assess Zn homeostasis were carried out on anterior pituitary postmortem samples from 14 suicide completers and 9 non-suicidal cases. Pituitary microadenomas were identified in 35% of suicide cases and none in the non-suicidal cases. Furthermore, compartmentalized Zn (detected via dithizone reactivity), but not free Zn levels (detected via zinquin reactivity), was lower in the suicide cases compared to the non-suicidal group. This is the first report of a potential association between disrupted Zn homeostasis and microadenomas in the anterior pituitary as a feature in suicide and provides critical insights for future neuroendocrine Zn-related research.

Entrapment in the military context: Factor structure and associations with suicidal thoughts and behaviors.

Improved understanding of how US service members transition from chronic/baseline to acute suicide risk is warranted. One such model, the Integrated Motivational Volitional Model of Suicide, posits entrapment as central to this process. However, entrapment has not been extensively investigated within military populations. This study examines the factor structure, reliability, and predictive validity of the Entrapment Scale (E-Scale) within a military population. Exploratory structural equation modeling (SEM) and confirmatory factor analysis compared one- versus two-factor structures of the E-Scale. Autoregressive SEM assessed if E-Scale scores predicted suicidal ideation and suicide attempt likelihood at 6- and 12-month follow-up, and examined whether the impact of entrapment was moderated by social support (i.e., appraisal, tangible, and belonging). Results favored a two-factor solution (external and internal) of entrapment. The relationship between entrapment and suicide outcomes was moderated by perceived social support but in unexpected directions. Unexpectedly, social support strengthened the relationship between external entrapment and suicide outcomes for most models. Only tangible support moderated the relationship between internal entrapment (IE) and suicide outcomes as predicted. IE is linked with suicidal ideation in the short-term, whereas external entrapments relationship with suicide outcomes may reflect more persistent social challenges for military members.

Development and Implementation of Postdischarge Text Messages to Adolescents With Suicidal Thoughts and Behaviors Through Caring Contacts: Implementation Study.

Youth suicide is a pressing public health concern, and transitions in care after a suicidal crisis represent a period of elevated risk. Disruptions in continuity of care and emotional support occur frequently. "Caring contacts" validating messages post discharge have the potential to enhance connections with patients and have been shown to improve outcomes. More recently, positive outcomes have been noted using caring contact text messages (SMS and MMS), which hold promise for engaging patients in a pediatric setting, but there are few studies describing the large-scale implementation of such an approach. This study aims to describe the process of developing and implementing automated caring contacts within a quality improvement framework, using a standardized series of supportive texts and images, for adolescents discharged from high-acuity programs at a large midwestern pediatric hospital. We describe lessons learned, including challenges and factors contributing to success. We implemented the caring contacts intervention in 3 phases. Phase 1 entailed developing supportive statements and images designed to promote hope, inclusivity, and connection in order to create 2 sets of 8 text messages and corresponding images. Phase 2 included piloting caring contacts manually in the hospital's Psychiatric Crisis Department and Inpatient Psychiatry Unit and assessing the feasibility of implementation in other services, as well as developing workflows and addressing legal considerations. Phase 3 consisted of implementing an automated process to scale within 4 participating hospital services and integrating enrollment into the hospital's electronic medical records. Process outcome measures included staff compliance with approaching and enrolling eligible patients and results from an optional posttext survey completed by participants. Compliance data are presented for 4062 adolescent patients eligible for caring contacts. Overall, 88.65% (3601/4062) of eligible patients were approached, of whom 52.43% (1888/3601) were enrolled. In total, 94.92% (1792/1888) of enrolled participants completed the program. Comparisons of the patients eligible, approached, enrolled, and completed are presented. Primary reasons for eligible patients declining include not having access to a mobile phone (686/1705, 40.23%) and caregivers preferring to discuss the intervention at a later time (754/1705, 44.22%). The majority of patients responding to the optional posttext survey reported that the texts made them feel moderately to very hopeful (219/264, 83%), supported (232/264, 87.9%), that peers would be helped by these texts (243/264, 92%), and that they would like to keep receiving texts given the option (227/264, 86%). This study describes the successful implementation of automated postdischarge caring contacts texts to scale with an innovative use of images and demonstrates how a quality improvement methodology resulted in a more effective and efficient process. This paper also highlights the potential for technology to enhance care for at-risk youth and create more accessible, inclusive, and sustainable prevention strategies.

Suicidal behavior with diseases of the endocrine system, eating disorders and metabolic disorders

The purpose of the work is to study: analyze modern data on the problem of suicidal behavior in the structure of diseases of the endocrine system, eating disorders and metabolic disorders. Materials and methods. The analysis of 52 sources. The search was carried out in special medical resources, namely: RusMed, Medline, PubMed, and Web of Science. In addition, electronic libraries such as eLibrary were involved.RU, CyberLeninka and the Library of dissertations and abstracts of Russia dslib.net. Results. An attempt has been made to study the phenomenon of suicidal behavior in the structure of diseases of the endocrine system, eating disorders and metabolic disorders. In addition to studying the prevalence of suicidal behaviors in the above diseases, the features and clinic of suicidal behavior depending on the duration and stage of somatic diseases were also described. The risk of suicidal behavior is higher than in the general population at all stages of the development of somatic disease and treatment, including remission, is underestimated by statistics. Conclusions. Diseases of the endocrine system, eating disorders and metabolic disorders should be considered by specialists as potentially dangerous conditions. Suicidal activity in the structure of these diseases remains very high and varies widely: from 0.10 to 65 %. The greatest suicidal activity is manifested in patients with the following diseases: diabetes mellitus, Hashimoto's thyroiditis, hypothyroidism, hyperthyroidism, obesity; Preventive strategies are proposed, which show the importance of screening suicidal behavior in the general medical network in view of the high incidence of suicides to specialists.

Suicide Risk Factors in High School Students.

In Mexico, suicide has become an important public health problem, representing the third leading cause of death in the adolescent population. Suicidal behavior in adolescents is associated with the interaction of complex relationships between personal, interpersonal, and sociocultural factors. Through a quantitative, descriptive, and correlational cross-sectional study, the present study aimed to analyze the prevalence and risk factors associated with suicidal ideation among adolescents from different high schools of the high school system (SEMS) of the University of Guadalajara, in response to the psychosocial impact of the COVID-19 pandemic. A descriptive statistical analysis was carried out on the data obtained from the 3583 students surveyed, followed by a principal component analysis (PCA) to identify closely related social, emotional, and behavioral variables. The PCA yielded eight principal components, which together represent 75.42% of the variance across psychometric tests. A multiple linear regression analysis was used, with a regression value (R2) of 0.4811, indicating that the explanatory model can predict 48.1% of the variability in suicidal ideation, with a statistical significance level of 0.05. According to the studies conducted, 19% (688 students) showed indicators of high suicide risk and 26.8% (960 students) showed moderate risk. Depression, mental health, health-related quality of life, physical and psychological well-being, and mood and emotions are the most influential factors in suicidal ideation.

Age-stratified predictions of suicide attempts using machine learning in middle and late adolescence

BackgroundPrevalence of suicidal behaviour increases rapidly in middle to late adolescence. Predicting suicide attempts across different ages would enhance our understanding of how suicidal behaviour manifests in this period of rapid development. This study aimed to develop separate models to predict suicide attempts within a cohort at middle and late adolescence. It also sought to examine differences between the models derived across both developmental stages. MethodsThis study used data from the nationally representative Longitudinal Study of Australian Children (N = 2266). We selected over 700 potential suicide attempt predictors measured via self-report questionnaires, and linked healthcare and education administrative datasets. Logistic regression, random forests, and gradient boosting algorithms were developed to predict suicide attempts across two stages (mid-adolescence: 14–15 years; late adolescence: 18–19 years) using predictors sampled two years prior (mid-adolescence: 12–13 years; late adolescence: 16–17 years). ResultsThe late adolescence models (AUROC = 0.77–0.88, F1-score = 0.22–0.28, Sensitivity = 0.54–0.64) performed better than the mid-adolescence models (AUROC = 0.70–0.76, F1-score = 0.12–0.19, Sensitivity = 0.40–0.64). The most important features for predicting suicide attempts in mid-adolescence were mostly school-related, while the most important features in late adolescence included measures of prior suicidality, psychosocial health, and future plans. ConclusionsTo date, this is the first study to use machine learning models to predict suicide attempts at different ages. Our findings suggest that the optimal suicide risk prediction model differs by stage of adolescence. Future research and interventions should consider that risk presentations can change rapidly during adolescence.

The Impact of Parental Suicide Stigma on Youth Suicide Stigma in Mexico.

Suicide negatively impacts societies worldwide. A particular area of concern is the prevalence of suicide among Latinx youth, as research indicates that suicide behaviors among Latinx in the United States and youth in Latin America have increased drastically over the last decade. Reducing suicide stigma is a key factor in promoting youth help-seeking behaviors regarding suicidality. Previous research suggests that a relationship with a trusted adult may influence the likelihood of an adolescent contacting a suicide crisis line. Our study seeks to further the research of how parents can influence youth perceptions of suicide by studying the relationship between parent and child suicide stigma. Data were collected from parent-child dyads throughout Mexico. The Stigma of Suicide Scale Short Form was used to measure suicide stigma among adult and youth participants independently. Results suggest that parent suicide stigma was a significant predictor of youth suicide stigma, that male youth in our sample had higher suicide stigma than female youth, and that access to healthcare services was associated with lower suicide stigma. Results are discussed considering unique cultural factors in Mexico such as familismo. If future research reinforces the findings of this study, suicide stigma programs might be more effective if targeted at the entire family unit rather than just adolescents.

Suicide risk in the context of relationship breakup among young adults: emotional pain and mental health indicators

ABSTRACT Objective This study examined the relationship between the experience of emotional pain and psychological distress, suicidal behaviours, and mental wellbeing following romantic relationships and interrelationship breakups among young adults from Ghana. Method This study adopted a quantitative approach. Three hundred and thirty-three (330) university students, comprising of 86 males and 239 females, with ages ranging from 18 to 24 were conveniently sampled. The sample responded to items on the Psychache Scale, Kessler Psychological Distress Scale – K10, Suicide Behaviors Questionnaire – Revised and Warwick–Edinburgh Mental Well-being Scale. Results Analysis revealed that there were no gender and age differences in the experience of psychological distress following relationship breakup; however, differences existed in relation to the type of relationship breakup. Further, majority of the respondents experienced various suicidal behaviours following relationship breakup. Also, some of the respondents were at risk of suicide death. There was a significant positive relationship between the experience of unbearable emotional pain and suicidal behaviours and suicide risk. There was a strong positive association between unbearable emotional pain and psychological distress. Both unbearable emotional pain and psychological distress were significantly and negatively related to one’s mental wellbeing. Discussion In the midst of other socio-demographic variable and psychological distress, unbearable emotional pain only was the strongest significant predictor of suicide risk. This study highlights the importance of providing students with periodic education/information on relationships and emotional pain in formal educational setting to ensure students are well equipped to handle these experiences so it does not impact their psychosocial and academic life.

Feasibility and Acceptability of Ecological Momentary Assessment to Assess Suicide Risk among Young People with Mood Disorder in China

Suicidal thoughts and behaviors (STBs) are increasing among young people (aged 12–24 years) in China. Although Ecological Momentary Assessment (EMA) has been increasingly used to study STBs worldwide, no study has been conducted on young people with mood disorders (MD) in China. This mixed-method study aimed to evaluate the feasibility and acceptability of suicide risk monitoring in 75 young people with MD. Participants completed five to eight daily EMA surveys and wore smart bands for the EMA study. Semi-structured interviews were used to collect feedback. High adherence to EMA surveys (73.0 %) and smart bands (87.4 %) indicated feasibility. Participants reported an overall positive experience with the EMA study (helpful, friendly, and acceptable). Additionally, the reasons they were willing to comply with the EMA study were: (1) seeing the possibility of returning to “normal,” and (2) experiencing the process of returning. However, a small proportion of participants had negative experiences (e.g., annoyance and missing prompts). The results of this mixed-methods study provide preliminary support for the feasibility and acceptability of using EMA (combined smartphones and wearable sensor devices) to assess suicidality among young people with MD in the Chinese cultural and social context.

Change in incidents of suicidal acts after intervention on a bridge in South Korea.

To investigate whether two novel interventions on a bridge - a Video Incident Detection System (VIDS) and spinning bar barriers - have an impact on suicidal behaviour on the bridge. A total of 146 suicidal acts were retrieved for analyses; 108 interventions before suicidal acts, 35 suicide deaths and 3 suicide attempts. Incident rate ratios (IRR) were calculated to estimate the change in incident rate associated with implementation of the two interventions: VIDS and the spinning bar 2-metre high barrier. The results of the Poisson regression showed that the rate of suicide deaths, after installation the VIDS, did not change significantly (IRR: 1.23, 95% Confidence Interval [95% CI]: 0.59-2.56), although the rate of intervened suicidal acts increased (IRR: 2.40, 95% CI: 1.65-3.47). The results showed that subsequent spinning bar installation resulted in a decrease in the incident rate of intervened suicidal acts (IRR: 0.37, 95% CI: 0.25-0.57) as well as suicide deaths (IRR: 0.23, 95% CI: 0.07-0.71). Comparison of the period when both interventions were in place with the period with no interventions indicated a reduction in suicide deaths (IRR: 0.28, 95% CI: 0.10-0.82), but no change in intervened suicidal acts (IRR: 0.90, 95% CI: 0.59-1.38). The rate of suicide death decreased after the installation of the spinning bar barrier but not after the implementation of VIDS alone. Our findings reinforce that restricting access to means is a highly effective way of preventing suicide on bridges and that spinning bars may be a helpful way to design barriers.

Transitional photoperiod induces a mania-like behavior in male mice.

This study aimed to investigate the behavioral responses and circadian rhythms of mice to both rapid and gradual increases in photoperiod, mimicking the transition from winter to summer, which is associated with a heightened prevalence of hospitalizations for mania and suicidal behavior. Behavioral tests were performed in C57BL/6 male mice exposed to a transitional photoperiod, from short to long durations. To determine if circadian rhythms are affected, we measured spontaneous locomotor activity and body temperature. Mice exhibited heightened exploratory and risk-taking behaviors compared with equatorial and static long (16:8 h of light-dark cycle for several days) groups. These behaviors were prevented by lithium. Spontaneous locomotor activity and body temperature rhythms persisted and were effectively synchronized; however, the relative amplitude of activity and interdaily stability were diminished. Additionally, the animals displayed increased activity during the light phase. Photoperiodic transition modulates behavior and circadian rhythms, mirroring certain features observed in bipolar disorder patients. This study introduces an animal model for investigating mania-like behavior induced by photoperiodic changes, offering potential insights for suicide prevention strategies and the management of mood disorders.

Identifying Reddit Users at a High Risk of Suicide and Their Linguistic Features During the COVID-19 Pandemic: Growth-Based Trajectory Model.

Suicide has emerged as a critical public health concern during the COVID-19 pandemic. With social distancing measures in place, social media has become a significant platform for individuals expressing suicidal thoughts and behaviors. However, existing studies on suicide using social media data often overlook the diversity among users and the temporal dynamics of suicide risk. By examining the variations in post volume trajectories among users on the r/SuicideWatch subreddit during the COVID-19 pandemic, this study aims to investigate the heterogeneous patterns of change in suicide risk to help identify social media users at high risk of suicide. We also characterized their linguistic features before and during the pandemic. We collected and analyzed post data every 6 months from March 2019 to August 2022 for users on the r/SuicideWatch subreddit (N=6163). A growth-based trajectory model was then used to investigate the trajectories of post volume to identify patterns of change in suicide risk during the pandemic. Trends in linguistic features within posts were also charted and compared, and linguistic markers were identified across the trajectory groups using regression analysis. We identified 2 distinct trajectories of post volume among r/SuicideWatch subreddit users. A small proportion of users (744/6163, 12.07%) was labeled as having a high risk of suicide, showing a sharp and lasting increase in post volume during the pandemic. By contrast, most users (5419/6163, 87.93%) were categorized as being at low risk of suicide, with a consistently low and mild increase in post volume during the pandemic. In terms of the frequency of most linguistic features, both groups showed increases at the initial stage of the pandemic. Subsequently, the rising trend continued in the high-risk group before declining, while the low-risk group showed an immediate decrease. One year after the pandemic outbreak, the 2 groups exhibited differences in their use of words related to the categories of personal pronouns; affective, social, cognitive, and biological processes; drives; relativity; time orientations; and personal concerns. In particular, the high-risk group was discriminant in using words related to anger (odds ratio [OR] 3.23, P<.001), sadness (OR 3.23, P<.001), health (OR 2.56, P=.005), achievement (OR 1.67, P=.049), motion (OR 4.17, P<.001), future focus (OR 2.86, P<.001), and death (OR 4.35, P<.001) during this stage. Based on the 2 identified trajectories of post volume during the pandemic, this study divided users on the r/SuicideWatch subreddit into suicide high- and low-risk groups. Our findings indicated heterogeneous patterns of change in suicide risk in response to the pandemic. The high-risk group also demonstrated distinct linguistic features. We recommend conducting real-time surveillance of suicide risk using social media data during future public health crises to provide timely support to individuals at potentially high risk of suicide.

Предупреждение суицидального поведения несовершеннолетних, активно использующих социальные сети

The Internet is a place where minors encounter materials of various kinds, including dangerous ones. This article considers the varieties of suicidal Internet content with which minors interact, as well as the consequences of this interaction. The problem of influence of social networks on suicidal behavior of minors in foreign countries is considered. The classification of categories of suicidal materials and their characterization is introduced.

Toward a Public Health Approach to Farmer Suicide Prevention: The Potential Power of Systems Change

ABSTRACT Objective Suicide among farmers has, over the past 20 years, garnered attention from scholars around the world. The purpose of this paper is twofold. First, this paper will present a framework for considering farmer suicide that builds upon the Interpersonal-Psychological Theory of Suicidal Behavior and extends our current explanations of suicide to include a multilevel, multifactorial focus on individual, interpersonal, community and systemic factors at the root of stressors contributing to suicide among farmers. Secondly, a blueprint for farmer suicide prevention, leveraging the Water of Systems Change Model, is proposed. Method In the spirit of conveying multi-layered influence on farmer suicide while highlighting relevant levels for prevention a parsimonious, prevention-based model of farmer suicide is presented. Results The Water of Systems Change (WSC) model incorporates research to bring attention to the community, organizational, and societal conditions that keep a problem, such as farmer suicide, from being eradicated. Conclusion Suicide is a societal issue that requires a multi-level response. Farmer suicide is a particular concern, as farmers provide for and support all of us. It is incumbent upon public health and the community-at-large to improve our policies, systems, and contexts to create an environment in which farmers are also provided for and supported.

A suicide attentional bias as implicit cognitive marker of suicide vulnerability in a high-risk sample.

Suicide risk assessment based on self-report questionnaires is considered as problematic because risk states are dynamic and at-risk individuals may conceal suicidal intentions for several reasons. Therefore, recent research efforts increasingly focus on implicit risk markers such as the suicide attentional bias (SAB) measured with the Suicide Stroop Task (SST). However, most SST studies failed to demonstrate a SAB in individuals with suicide risk and repeatedly demonstrated insufficient psychometrics of the SST. This study aimed to investigate a SAB using a modified SST (M-SST) and to test its psychometric properties. We compared n = 61 healthy controls and a high-risk inpatient sample of n = 40 suicide ideators and n = 40 suicide attempters regarding interference scores of positive, negative and suicide-related words. Interference scores were calculated by subtracting the mean reaction time (mean RT) of the neutral words from the mean RT of the suicide-related words (mean RT Suicide -mean RT Neutral), resulting in a suicide-specific interference score. Similarly, interference scores were calculated for the positive and negative words by subtracting the mean RT of neutral words from the mean RT of positive and negative words. A Group × Interference ANOVA showed a significant interaction effect (p <.001, ηp2 = .09), indicating that group effects significantly vary across interference type. Post hoc comparisons revealed that both ideators and attempters demonstrated greater interferences only for suicide-related words compared to healthy controls, indicating a SAB in patients, while a difference between ideators and attempters was lacking. The suicide interference score classified with an AUC = 0.73, 95% CI [0.65 - 0.82], p <.001, between controls and patients with STBs. The M-SST demonstrated good internal consistency and convergent validity. The study adds evidence to the assumptions of the Cognitive Model of Suicide, viewing a SAB as a cognitive marker of suicide vulnerability independently of the engagement in suicidal behavior. The results' clinical implications are discussed in the context of recommended intervention strategies during an acute suicidal state. Future studies with the M-SST should include non-suicidal patient controls to investigate whether a SAB is uniquely related to suicidality.