Formative Research to Design and Evaluate Caring Text Messages for American Indian and Alaska Native Youth, College Students, and Veterans.

Purpose. Caring Text Messages (CTM) is an evidence-based intervention, developed by the Northwest Portland Area Indian Health Board, modeled after the Caring Contacts (CC) intervention. CC has been shown to prevent suicide deaths, attempts, ideation, and hospitalizations in a variety of settings. Method. Three sets of CTM were developed by American Indian and Alaska Native (AI/AN) teens, college students, and veterans (tailored for each audience), which were reviewed by psychologists familiar with the intervention. To enroll in the service, participants texted a keyword to a text message short code and received two text messages per week with hopeful and encouraging messages. A robust multimedia social marketing campaign was designed to promote the service for each audience. Results. By September 2023, 387 participants enrolled in the Youth CTM intervention, 141 enrolled in the College CTM, and 31 enrolled in the Veterans CTM. Post surveys show elevated levels of user satisfaction. Conclusions. CTM can be tailored to reach populations at higher risk of suicide, including AI/AN youth, college students, and veterans, and connect them to culturally responsive peer and crisis support services. Continued monitoring and evaluation can guide next steps for marketing and outreach and will be useful to determine its impact on those who enroll.

Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospital Patients: Formative Acceptability Evaluation of an eLearning Continuing Education Training.

BACKGROUND: Suicide is the 12th leading cause of death in the United States. Health care provider training is a top research priority identified by the National Action Alliance for Suicide Prevention; however, evidence-based approaches that target skill building are resource intensive and difficult to implement. Novel computer technologies harnessing artificial intelligence are now available, which hold promise for increasing the feasibility of providing trainees opportunities across a range of continuing education contexts to engage in skills practice with constructive feedback on performance. OBJECTIVE: This pilot study aims to evaluate the feasibility and acceptability of an eLearning training in suicide safety planning among nurses serving patients admitted to a US level 1 trauma center for acute or intensive care. The training included a didactic portion with demonstration, practice of microcounseling skills with a web-based virtual patient (Client Bot Emily), role-play with a patient actor, and automated coding and feedback on general counseling skills based on the role-play via a web-based platform (Lyssn Advisor). Secondarily, we examined learning outcomes of knowledge, confidence, and skills in suicide safety planning descriptively. METHODS: Acute and intensive care nurses were recruited between November 1, 2021, and May 31, 2022, to participate in a formative evaluation using pretraining, posttraining, and 6-month follow-up surveys, as well as observation of the nurses' performance in delivering suicide safety planning via standardized patient role-plays over 6 months and rated using the Safety Plan Intervention Rating Scale. Nurses completed the System Usability Scale after interacting with Client Bot Emily and reviewing general counseling scores based on their role-play via Lyssn Advisor. RESULTS: A total of 18 nurses participated in the study; the majority identified as female (n=17, 94%) and White (n=13, 72%). Of the 17 nurses who started the training, 82% (n=14) completed it. On average, the System Usability Scale score for Client Bot Emily was 70.3 (SD 19.7) and for Lyssn Advisor was 65.4 (SD 16.3). On average, nurses endorsed a good bit of knowledge (mean 3.1, SD 0.5) and confidence (mean 2.9, SD 0.5) after the training. After completing the training, none of the nurses scored above the expert-derived cutoff for proficiency on the Safety Plan Intervention Rating Scale (≥14); however, on average, nurses were above the cutoffs for general counseling skills per Lyssn Advisor (empathy: mean 4.1, SD 0.6; collaboration: mean 3.6, SD 0.7). CONCLUSIONS: Findings suggest the completion of the training activities and use of novel technologies within this context are feasible. Technologic modifications may enhance the training acceptability and utility, such as increasing the virtual patient conversational abilities and adding automated coding capability for specific suicide safety planning skills. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/33695.

Forecasting the impact of means restriction on the suicide mortality rate in the Region of the Americas: an ecological modeling study.

Background: The suicide mortality rate has been increasing in Region of the Americas, despite decreasing in all other World Health Organization (WHO) regions. Means restriction is an effective evidence-based intervention for suicide prevention. The objective of the current study was to estimate the impact of implementing national-level means restriction policies (i.e., firearm and pesticide restrictions) on the suicide mortality rate in the Region of the Americas. Methods: In this ecological modeling study, two counterfactual scenarios were investigated using sex-specific suicide mortality data from the WHO Global Health Estimates database for 2000 to 2019. Forecasted sex-specific age-standardized suicide mortality rates were then estimated for each country for 2020 to 2030. Counterfactual scenario 1 involved modeling the impact of a firearm or pesticide restriction implemented in 2020 for those countries where the respective means accounted for 40% or more of all suicides for at least one sex in 2019, while in counterfactual scenario 2 this threshold was reduced to 20% or more. Findings: It was estimated that if a firearm or pesticide restriction had been implemented in 2020 in those countries where the respective means accounted for 40% or more of all suicides for at least one sex in 2019, by 2030 the male and female suicide mortality rate in the Region of the Americas would be 20.5% (from 14.5 [95% Confidence Interval [CI]: 14.1, 15.0] per 100,000 males to 11.5 [95% CI: 11.1, 12.0] per 100,000 males) and 11.1% (from 4.5 [95% CI: 4.4, 4.7] per 100,000 females to 4.0 [95% CI: 3.9, 4.2] per 100,000 females) lower than the rate if no such restrictions were implemented, respectively. When the threshold was reduced to 20% or more, minimal additional gains in terms of number of suicides avoided and suicide mortality rate reduction would be achieved. Interpretation: The implementation of a firearm or pesticide restriction policy in countries where the respective means account for a large proportion of suicides (e.g., at least 40%) could aid the Region of the Americas in achieving the WHO target of a one third reduction in the suicide mortality rate by 2030. Funding: This work received no funding.

Breaking Down Barriers to a Suicide Prevention Helpline: Web-Based Randomized Controlled Trial.

Background: Every month, around 3800 people complete an anonymous self-test for suicidal thoughts on the website of the Dutch suicide prevention helpline. Although 70% score high on the severity of suicidal thoughts, <10% navigate to the web page about contacting the helpline. Objective: This study aimed to test the effectiveness of a brief barrier reduction intervention (BRI) in motivating people with severe suicidal thoughts to contact the suicide prevention helpline, specifically in high-risk groups such as men and middle-aged people. Methods: We conducted a fully automated, web-based, randomized controlled trial. Respondents with severe suicidal thoughts and little motivation to contact the helpline were randomly allocated either to a brief BRI, in which they received a short, tailored message based on their self-reported barrier to the helpline (n=610), or a general advisory text (care as usual as the control group: n=612). Effectiveness was evaluated using both behavioral and attitudinal measurements. The primary outcome measure was the use of a direct link to contact the helpline after completing the intervention or control condition. Secondary outcomes were the self-reported likelihood of contacting the helpline and satisfaction with the received self-test. Results: In total, 2124 website visitors completed the Suicidal Ideation Attributes Scale and the demographic questions in the entry screening questionnaire. Among them, 1222 were randomized into the intervention or control group. Eventually, 772 respondents completed the randomized controlled trial (intervention group: n=369; control group: n=403). The most selected barrier in both groups was "I don't think that my problems are serious enough." At the end of the trial, 33.1% (n=122) of the respondents in the intervention group used the direct link to the helpline. This was not significantly different from the respondents in the control group (144/403, 35.7%; odds ratio 0.87, 95% CI 0.64-1.18, P=.38). However, the respondents who received the BRI did score higher on their self-reported likelihood of contacting the helpline at a later point in time (B=0.22, 95% CI 0.12-0.32, P≤.001) and on satisfaction with the self-test (B=0.27, 95% CI 0.01-0.53, P=.04). For male and middle-aged respondents specifically, the results were comparable to that of the whole group. Conclusions: This trial was the first time the helpline was able to connect with high-risk website visitors who were hesitant to contact the helpline. Although the BRI could not ensure that those respondents immediately used the direct link to the helpline at the end of the trial, it is encouraging that respondents indicated that they were more likely to contact the helpline at a later point in time. In addition, this low-cost intervention provided greater insight into the perceived barriers to service. Follow-up research should be focused on identifying the added value of other components (eg, video or photo material) in the BRI and increasing its effectiveness, especially for men and middle-aged people.

Promoting early-intervention for suicide prevention: The role of mental health literacy and attitudes towards suicide: A quantitative study in Ireland.

Suicide is a global public health issue which has far-reaching impacts on individuals, families, and wider communities. Early intervention is a core pillar of policy on the prevention of suicide related deaths. However, limited mental health literacy, and negative attitudes regarding mental illness amongst the public are a barrier to early intervention. Past research has not explored mental health literacy and attitudes regarding suicide specifically. The aim of the current study was to examine mental health literacy and attitudes towards suicide in adults. 590 adults in Ireland aged 18-80 years (M = 43.24, SD = 12.6) took part in this online cross-sectional study, completing the Mental Health Literacy Scale and The Attitudes Towards Suicide Scale. Experience of suicide deaths was common among participants. Independent t-tests indicated that males had significantly lower levels of mental health literacy and more stigmatising attitudes towards suicide than females. Young adults also had lower ability to recognise mental health difficulties than older adults. Hierarchical Multiple Regressions found that mental health literacy significantly accounted for varied attitudes towards suicide in adults, particularly willingness to communicate about suicide, and beliefs that suicide is preventable. Findings are discussed in the context of informing policy-makers who are promoting early-intervention for suicide prevention.

Too early to add lithium to drinking water? No association between lithium and suicides in a pre-registered Swiss study.

BACKGROUND: Suicide remains a significant public health concern worldwide. Ecological studies reported decreased suicide rates with higher levels of trace lithium levels in drinking water, leading to suggestions of adding lithium to drinking water as a preventative anti-suicide strategy. However, the evidence remains inconclusive, and thus more data are needed. METHODS: This pre-registered study analyzed the association between lithium concentrations in drinking water and suicide rates across 1043 municipalities in Switzerland between 1981 and 2021. We used bivariate correlation analysis, ordinary regression models, and spatial regression models, while accounting for potential confounding variables. RESULTS: There were no significant associations between lithium levels in drinking water and suicide rates, as determined by correlation analysis (r = -0.03, 95 % CI -0.09-0.03, p = 0.33), and by multivariable ordinary and spatial regression models. LIMITATIONS: The correlation between levels of lithium in tap water and the serum of individuals is unknown and ecological studies are inherently limited to establish a causal association. CONCLUSIONS: The null finding in our study adds to the ongoing debate on the effectiveness of trace lithium in drinking water as a public health intervention for suicide prevention, indicating that calls for lithium supplementation are still premature. These findings highlight the need for further research with transparent and replicable methodologies to clarify the potential role of lithium in suicide prevention.

Lifeguard Pharmacy: the co-development of a new community pharmacy response service for people in danger from domestic abuse or suicidal ideation.

BACKGROUND: Domestic abuse (DA) and suicidal ideation (SI) are prevalent and often co-occur. Numerous practical and psychosocial barriers inhibit help-seeking, including accessibility and confidentiality concerns. Pharmacies are accessible and may be perceived as a discreet venue for a DA and SI response service. OBJECTIVE: To co-develop a community pharmacy response service for people experiencing domestic abuse or suicidal ideation. METHODS: Overall, 36 unique individuals contributed at least once to a series of focus groups, interviews or workshops to co-develop the service components. Participants had lived experience of DA/SI or were professionals from DA/SI support services or pharmacies. Audio recordings and field notes from events were thematically analysed. Specific themes were identified and informed the development of the service components. KEY FINDINGS: Participants supported the development of this new service and considered community pharmacies to be an ideal setting. They thought of the service as a lifeline, that would offer hope. Under this main concept of hope, five main themes were identified: Safety, Empathy, Empowerment, Equity, and Discretion. Participants' practical considerations were incorporated into the service design, including the name choice of "Lifeguard Pharmacy", the strapline "Bringing Hope to Life", and the development of a "Client Flowchart" outlining how to welcome a client, arrange for a consultation, and then guide clients out of the pharmacy afterwards. CONCLUSIONS: Overall, the findings supported the development and introduction of this pharmacy-based intervention, which may help overcome barriers to help-seeking for DA or SI due to its sense of hope, accessibility, and discretion.

Conceptual Model of and Intervention Development for Unplanned Suicide Attempts.

INTRODUCTION: More than half of those who die by suicide do not communicate about suicide prior to their death. This project describes the emotional state and decision-making among "unplanned" attempt survivors to inform a conceptual model and suicide prevention interventions. METHODS: This qualitative study purposefully sampled patients who reported having no suicidal thoughts on a standardized mental health questionnaire within 60 days (about 2 months) prior to a nonfatal suicide attempt documented in the health record. Participants verbally consented to telephone interview participation. Semistructured audio-recorded interviews elicited suicide attempt survivor descriptions of their emotional state and experiences in the days, hours, and minutes leading up to their suicide attempt. Interviews were transcribed and analyzed using grounded theory. The biopsychosocial theory of emotion regulation informed conceptual model development. RESULTS: Participants (N = 26) described 2 distinct "phases" prior to the attempt. First, a phase of increasing life stressors, transitory and nonspecific suicidal thoughts, and a reluctance to disclose experiences. Second, an overwhelming emotional state led to a sudden suicide attempt and nondisclosure due to the rapidity and intensity of the experience. These results informed the conceptual model and intervention development to manage unplanned and overwhelming urges to attempt suicide. DISCUSSION: Qualitative analysis informed the development of an intervention for the high-intensity "hot" period preceding an attempt, including specific steps to manage a highly intense emotional state in combination with overwhelming urges to kill oneself. CONCLUSION: Future research is needed to evaluate whether and how this intervention helps support people with a chance of "unplanned" suicide attempts.

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

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.

The UT Health Living Room: Expanding the Psychiatric Crisis Continuum of Care.

Traditional forms of psychiatric crisis treatment increasingly are being buttressed by services along the Psychiatric Crisis Continuum of Care, such as short-term crisis stabilization services and peer crisis services. The UT Health Living Room (LR) is an outpatient crisis counseling service that adds three promising elements to the Continuum: (1) it integrates outpatient treatment plans into crisis counseling, (2) provides care in a space and with staff who are familiar to patients, and (3) provides training in evidence-based crisis intervention. We examined two-year LR feasibility and outcome data. Mixed-method analyses used longitudinal clinic data and patient self-report measures. Results provide initial support for the feasibility, cost effectiveness and clinical effectiveness of the LR. Limitations include non-blinded ratings, limited experimental control, and simple cost-effectiveness methodology. The UT Living Room is feasible and offers novel elements to help patients in community clinics address emotional crises.

School-Based Suicide Prevention Efforts: The Impact of School Nurse Exclusivity on Moral Distress.

School nurses are well-positioned to assess, identify, and refer children and adolescents who are at risk of suicide. This multiple-case study examined the personal, behavioral, and environmental factors that influence the role of the school nurse in youth suicide prevention and intervention. Purposive sampling was used to recruit two school nurses who were identified as unique cases. Data from interviews, surveys, and documents generated a cross-case analysis. Findings indicate that school-level exclusive practices, such as a lack of communication and collaboration, greatly influence the role and reach of school nurses. Further, dilemmas arising from environmental barriers hinder school nurse capacity to promote student safety and affect moral distress levels. Leveraging data to demonstrate the pivotal role of school nurses to support mental health equity and reduce disparities in youth suicide is crucial to developing inclusive and responsive suicide prevention programs.

Automated Behavioral Coding to Enhance the Effectiveness of Motivational Interviewing in a Chat-Based Suicide Prevention Helpline: Secondary Analysis of a Clinical Trial.

BACKGROUND: With the rise of computer science and artificial intelligence, analyzing large data sets promises enormous potential in gaining insights for developing and improving evidence-based health interventions. One such intervention is the counseling strategy motivational interviewing (MI), which has been found effective in improving a wide range of health-related behaviors. Despite the simplicity of its principles, MI can be a challenging skill to learn and requires expertise to apply effectively. OBJECTIVE: This study aims to investigate the performance of artificial intelligence models in classifying MI behavior and explore the feasibility of using these models in online helplines for mental health as an automated support tool for counselors in clinical practice. METHODS: We used a coded data set of 253 MI counseling chat sessions from the 113 Suicide Prevention helpline. With 23,982 messages coded with the MI Sequential Code for Observing Process Exchanges codebook, we trained and evaluated 4 machine learning models and 1 deep learning model to classify client- and counselor MI behavior based on language use. RESULTS: The deep learning model BERTje outperformed all machine learning models, accurately predicting counselor behavior (accuracy=0.72, area under the curve [AUC]=0.95, Cohen κ=0.69). It differentiated MI congruent and incongruent counselor behavior (AUC=0.92, κ=0.65) and evocative and nonevocative language (AUC=0.92, κ=0.66). For client behavior, the model achieved an accuracy of 0.70 (AUC=0.89, κ=0.55). The model's interpretable predictions discerned client change talk and sustain talk, counselor affirmations, and reflection types, facilitating valuable counselor feedback. CONCLUSIONS: The results of this study demonstrate that artificial intelligence techniques can accurately classify MI behavior, indicating their potential as a valuable tool for enhancing MI proficiency in online helplines for mental health. Provided that the data set size is sufficiently large with enough training samples for each behavioral code, these methods can be trained and applied to other domains and languages, offering a scalable and cost-effective way to evaluate MI adherence, accelerate behavioral coding, and provide therapists with personalized, quick, and objective feedback.

The Journey Toward 988: A Historical Perspective on Crisis Hotlines in the United States.

This article reviews the historical trajectory of crisis hotlines in the United States from their 1960's inception as 24/7 alternatives to traditional mental health services to becoming "the front door" of the 988 Suicide and Crisis Lifeline in 2022. The Substance Abuse and Mental Health Services Administration's (SAMHSA's) 2001 effort to network, certify, and evaluate crisis hotlines laid the foundation for demonstrating the efficacy of crisis hotlines and their ability to reduce distress and suicidality in people accessing these services. SAMHSA-funded evaluations and the collective leadership of the National Suicide Prevention Lifeline network established evidence-based standards, policies, and practices.

Police negotiators and suicide crisis situations: a mixed-methods examination of incident details, characteristics of individuals and precipitating factors.

Police negotiators provide leadership and expertise in the de-escalation and resolution of critical incidents, including responding to individuals exhibiting suicidal behaviour. This study describes the frequency and characteristics of suicide-related negotiation incidents in Queensland, Australia as classified in the Queensland Police Service Negotiator Deployment Database, between 2012 and 2014. Incidents were analysed to understand the individuals involved and precipitating factors including mental health problems and intoxication with alcohol or drugs. Police negotiators were deployed to 156 suicide intervention incidents over a 3-year period, half of which occurred at a residence. The cohort had a median age of 32 years and were predominantly male (82%). Four out of five individuals appeared to have a mental health problem, and at least half were intoxicated due to drugs or alcohol. Findings highlight the importance of strong linkages between police, health and social services and the need for innovative and comprehensive, cross-agency programmes.

A brief research report of suicide rates in the Brazilian elderly over a 12-year period: the lack of association of the "Setembro Amarelo" campaign for suicide prevention.

Objectives: Aiming to disseminate information related to suicide prevention in Brazil, the "Setembro Amarelo" campaign has been conducted since 2015. The objective of this study is to assess the association between this campaign and elderly suicide rates over a 12-year period. Methods: Data were gathered from the Mortality Information System and the Notifiable Diseases Information System, established by public institutions in Brazil. An interrupted time-series framework was applied to assess the association between the "Setembro Amarelo" campaign and suicide mortality rates in the elderly population (60 et plus) in the southeastern region of Brazil. We consider three monthly outcomes: all suicides, suicides in males and suicide in females. We operationalize the campaign assuming three effects: short-term, declining and sustained. The period of analysis was from 2011-2022. Results: The suicide-mortality rate over time has remained stable; the average rate in the pre-campaign period was 0.028 and increased slightly to 0.035. Regardless of the campaign's operationalization and the outcome used, results show no significant associations between the campaign and elderly suicide rates. The campaign was associated with non-significant decreased effects of 15% (P=0.532) in the short term, and 16% (P=0.446) assuming the campaign was sustained. Conclusions: There is a lack of association between the campaign and suicide rates, among the elderly in Brazil's southeastern region. As suicide is complex and multifactorial, more research is needed. The campaign, while raising awareness and reducing stigma, may not reduce suicides. To reduce the suicide rate in the elderly requires addressing social, economic and cultural factors, multisectoral interventions, and upholding basic human rights.

Government funded suicide prevention in Australia - an environmental scan.

BACKGROUND: Suicide is a worldwide public health problem. In response to this problem, Australia was one of the first countries to develop national suicide prevention policy. Guided by the National Suicide Prevention Office (NSPO), which was established in 2021, suicide prevention in Australia is in a period of reform. The NSPO is driving a nationally consistent and integrated approach to suicide prevention including leading the development of a new National Suicide Prevention Strategy. This article summarises findings from an environmental scan of government-led suicide prevention in Australia, conducted as an input for the development of the new Strategy. METHODS: The scan was conducted from August 2022 to January 2023. We searched relevant government websites and Google to identify policy documents and programs and services. We undertook a desktop review of documents and programs/services using coding templates developed to address the objectives of the scan. Qualitative information was extracted in a systematic manner using these templates. RESULTS: Australia's suicide prevention efforts are significant as demonstrated by activities ranging from policy documents intended to guide and plan activity, the National Mental Health and Suicide Prevention Agreement committing the Federal Government and jurisdictions to work together, and the availability of national, state, local area based, and digital services and programs. Suicide prevention approaches in Australia are mostly selective or indicated. There is less emphasis on universal approaches, wellbeing promotion, strengthening protective factors and mitigating the impact of known drivers of distress. In addition, there is limited evidence to demonstrate a whole-of-government or whole-of-system approach is operating in Australia. Findings should be interpreted in the context that suicide prevention in Australia is currently in a period of transition. CONCLUSIONS: Current government emphasis on and investment in suicide prevention activity, together with strong commitment to lived experience and cross sectorial collaboration, are substantial and appropriate. There are also many opportunities to further progress cross-portfolio and cross-jurisdiction suicide prevention and response efforts. This requires urgently adopting a shared understanding of suicide, which includes the diverse drivers of suicidal distress, and improving protective factors and social wellbeing.

Development and Validation of Electronic Health Record Measures of Safety Planning Practices as Part of Zero Suicide Implementation.

OBJECTIVE: Safety planning for suicide prevention is an important quality metric for Zero Suicide implementation. We describe the development, validation, and application of electronic health record (EHR) programs to measure uptake of safety planning practices across six integrated healthcare systems as part of a Zero Suicide evaluation study. METHODS: Safety planning was documented in narrative notes and structured EHR templates using the Stanley Brown Safety Planning Intervention (SBSPI) in response to a high-risk cutoff score on the Columbia Suicide Severity Rating Scale (CSSRS). Natural Language Processing (NLP) metrics were developed and validated using chart review to characterize practices documented in narrative notes. We applied NLP to measure frequency of documentation in the narrative text and standard programming methods to examine structured SBSPI templates from 2010-2022. RESULTS: Chart reviews found three safety planning practices documented in narrative notes that were delivered to at least half of patients at risk: professional contacts, lethal means counseling for firearms, and lethal means counseling for medication access/storage. NLP methods were developed to identify these practices in clinical text with high levels of accuracy (Sensitivity, Specificity, & PPV ≥ 82%). Among visits with a high-risk CSSRS, 40% (Range 2-73% by health system) had an SBSPI template within 1 year of implementation. CONCLUSIONS: This is one of the first reports describing development of measures that leverage electronic health records to track use of suicide prevention safety plans. There are opportunities to use the methods developed here in future evaluations of safety planning.

Measuring safety planning delivery in real-world systems to understand quality of suicide prevention care is challenging.Natural Language Processing (NLP) methods effectively identified some safety planning practices in electronic health records (EHR) from all notes ensuring a comprehensive measurement, but NLP will require updates/testing for local documentation practices.Structured safety planning templates in the EHR using the Stanley Brown Safety Planning Intervention improve ease and accuracy of measurement but may be less comprehensive than NLP for capturing all instances of safety planning documentation.

Myths about suicide - validating the Hungarian version of the Literacy of Suicide Scale (H-LOSS) on a community sample.

BACKGROUND: Suicide was exceptionally high in Hungary in the last century. According to Eurostat, Hungary ranks second in the EU in death by suicide and was among the few countries where the suicidal tendencies increased in 2020. Primary tasks of suicide prevention programs are to develop suicide literacy and dispel myths and misconceptions about suicide. Therefore, the goal of our research was the Hungarian validation of the 26-item Literacy of Suicide Scale (LOSS). METHODS: 749 people (382 female (51.0%), 364 male (48.6%), 3 identify as non-binary or other (0.4%); 4 identifying as transgender (0.5%)) participated in our online cross-sectional survey with a mean age of 32.4 years (SD = 14.5 years). The H-LOSS questionnaire was adapted using the 2PL (two-parameter logistic) model with WLSE (weighted least squares) estimation in item response theory method, similarly to the original English version. RESULTS: Scale unidimensionality was confirmed. Model fit indices and internal reliability indicators were acceptable. Item infit and outfit values were adequate, item discrimination values were within range, but one item had extremely high and three items had extremely low item difficulty parameters. Few items had differential item functioning by age, gender and own suidice attempt. CONCLUSIONS: The H-LOSS scale deemed to be appropriate for assessing suicide literacy in Hungarian speaking samples.

Examining community-level protection from Alaska Native suicide: An Indigenous knowledge-informed extension of the legacy of Michael Chandler and Christopher Lalonde.

Chandler and Lalonde broadened the scope of inquiry in suicide research by providing theoretical grounding and empirical support for the role of community, culture, and history in understanding Indigenous youth suicide and reimagining its prevention. Their work pushed the field to consider the intersectional process of individual and collective meaning-making in prevention of Indigenous suicide, together with the central role culture plays in bringing coherence to this process over time. Their innovation shifted the research focus to include the shared histories, contexts, and structures of meaning that shape individual lives and behaviors. We describe here a new generation of research extending their pathbreaking line of inquiry. Recent work aims to identify complex associations between community-level structures and suicidal behavior by collaborating with Alaska Native people from rural communities to describe how community protective factors function as preventative resources in their daily lives. Community engagement and knowledge co-production created a measure of community protection from suicide. Structured interviews with rural Alaska Native community members allowed use of this measure to produce relevant, accessible, and actionable knowledge. Ongoing investigations next seek to describe their mechanisms in shaping young people's lives through a multilevel, mixed-methods community-based study linking community-level protection to protection and well-being of individual youth. These efforts to understand the multiple culture-specific and culturally mediated pathways by which communities build on their strengths, resources, and practices to support Indigenous young people's development and reduce suicide risk are inspired by and expand on Chandler and Lalonde's remarkable legacy.

Challenges in the evaluation of suicide prevention measures and quality of suicide data in Germany, Austria, and Switzerland: findings from qualitative expert interviews.

BACKGROUND: Suicide prevention requires diverse, integrated, and evidence-based measures. Comprehensive evaluation of interventions and reliable suicide data are crucial for guiding policy-making and advancing suicide prevention efforts. This study aimed to analyze current issues and gaps in the evaluation of suicide prevention measures and the quality of suicide data in Germany, Austria, and Switzerland to derive specific recommendations for improvement. METHODS: Online, semi-structured interviews were conducted with 36 experts in suicide prevention from Germany, Austria, and Switzerland, covering insights from policy, science, and practice. The interviews took place between September 2022 and February 2023, were audio-recorded, transcribed verbatim, and analyzed using the Framework method. RESULTS: While solid evidence supports the effectiveness of some suicide prevention interventions, experts indicated that the evaluation of many other measures is weak. Conducting effectiveness studies in suicide prevention presents a range of methodological and practical challenges, including recruitment difficulties, choosing adequate outcome criteria, ethical considerations, and trade-offs in allocating resources to evaluation efforts. Many interviewees rated the quality of national suicide statistics in Germany, Austria, and Switzerland as comparatively high. However, they noted limitations in the scope, timeliness, and reliability of these data, prompting some regions to implement their own suicide monitoring systems. None of the three countries has national routine data on suicide attempts. CONCLUSION: While some challenges in evaluating suicide prevention measures are inevitable, others can potentially be mitigated. Evaluations could be enhanced by combining traditional and innovative research designs, including intermediate outcomes and factors concerning the implementation process, and employing participatory and transdisciplinary research to engage different stakeholders. Reliable suicide data are essential for identifying trends, supporting research, and designing targeted prevention measures. To improve the quality of suicide data, a standardized monitoring approach, including uniform definitions, trained professionals, and cross-sector agreement on leadership and financing, should be pursued. This study provides actionable recommendations and highlights existing good practice approaches, thereby supporting decision-makers and providing guidance for advancing suicide prevention on a broader scale.