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1.
Int J Pharm Pract ; 2024 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-39231441

RESUMEN

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.

2.
Lancet Reg Health Am ; 36: 100831, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39233874

RESUMEN

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.

3.
JMIR Ment Health ; 11: e56396, 2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39235321

RESUMEN

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.


Asunto(s)
Líneas Directas , Ideación Suicida , Prevención del Suicidio , Humanos , Masculino , Femenino , Persona de Mediana Edad , Adulto , Líneas Directas/estadística & datos numéricos , Internet , Países Bajos , Adulto Joven , Adolescente , Intervención basada en la Internet , Anciano
4.
BMC Psychiatry ; 24(1): 608, 2024 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-39256668

RESUMEN

BACKGROUND: The proliferation of electronic cigarettes (e-cigarettes) has presented new challenges in public health, particularly among adolescents and young adults. While marketed as safer than tobacco and as cessation aids, e-cigarettes have raised concerns about their long-term health and psychosocial impacts, including potential links to increased suicidal behaviors. This study aims to evaluate the relationship between e-cigarette use and suicidal behaviors by conducting a systematic review of the current literature. METHODS: We searched PubMed, Web of Science, and EMBASE for studies up to March 10, 2024, examining the relationship between e-cigarette use and suicidal behaviors. Eligible studies included cross-sectional, longitudinal, retrospective, prospective, and case-control designs. Meta-analysis was performed to calculate pooled odds ratios (ORs). Newcastle Ottawa scale was used to assess the quality of studies. R software (V 4.3) was used to perform the meta-analysis. RESULTS: Our analysis included fourteen studies, predominantly from the US and Korea, with participants ranging from 1,151 to 255,887. The meta-analysis identified a significant association between e-cigarette use and an increased risk of suicidal ideation (OR = 1.489, 95% CI: 1.357 to 1.621), suicide attempts (OR = 2.497, 95% CI: 1.999 to 3.996), and suicidal planning (OR = 2.310, 95% CI: 1.810 to 2.810). Heterogeneity was noted among the studies. CONCLUSION: E-cigarette use is significantly associated with the risk of suicidal behaviors, particularly among adolescents. The findings underscore the necessity for caution in endorsing e-cigarettes as a safer smoking alternative and call for more extensive research to understand the underlying mechanisms. Public health strategies should be developed to address and mitigate the risks of suicidal behaviors among e-cigarette users.


Asunto(s)
Ideación Suicida , Intento de Suicidio , Vapeo , Humanos , Vapeo/psicología , Intento de Suicidio/estadística & datos numéricos , Intento de Suicidio/psicología , Sistemas Electrónicos de Liberación de Nicotina/estadística & datos numéricos , Adolescente , Adulto Joven
5.
Health Policy ; 149: 105150, 2024 Aug 31.
Artículo en Inglés | MEDLINE | ID: mdl-39241500

RESUMEN

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.

6.
J Affect Disord ; 2024 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-39242041

RESUMEN

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.

7.
J Safety Res ; 90: 1-8, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39251268

RESUMEN

BACKGROUND: Differences in social and environmental factors contribute to disparities in fatal injury rates. This study assessed the relationship between social vulnerability and homicide and suicide rates across United States counties. METHODS: County-level age-adjusted homicide and suicide rates for 2016-2020 were linked with data from the Centers for Disease Control and Prevention's 2020 Social Vulnerability Index (SVI), a dataset identifying socially vulnerable communities. We conducted negative binomial regressions to examine the association between SVI and homicide and suicide rates, overall and by Census region/division. We mapped county-level data for SVI and homicide and suicide rates in bivariate choropleth maps. RESULTS: Overall SVI was associated with homicide rates across U.S. counties. While no association was found for overall SVI and suicide rates, Socioeconomic Status and Racial & Ethnic Minority Status domains were associated. The geographic distribution of SVI and homicide and suicide rates varied spatially; notably, counties in the South had the greatest levels of social vulnerability and greatest homicide rates. CONCLUSIONS: Our findings demonstrate county-level social vulnerability is associated with homicide rates but may be more nuanced for suicide rates. A modified SVI for injury should include additional social and structural determinants and exclude variables not applicable to injuries. PRACTICAL APPLICATIONS: This study combines the SVI with homicide and suicide data, enabling researchers to examine related social and environmental factors. Modifying the SVI to include relevant predictors could improve injury prevention strategies by prioritizing efforts in areas with high social vulnerability.


Asunto(s)
Homicidio , Vulnerabilidad Social , Suicidio , Humanos , Homicidio/estadística & datos numéricos , Estados Unidos/epidemiología , Suicidio/estadística & datos numéricos , Masculino , Femenino
8.
Crisis ; 2024 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-39252532

RESUMEN

Since its creation in 2007, the Veterans Crisis Line (VCL) has provided 24/7, confidential crisis support services for Veterans, Service Members, and their families, supporting the VA's highest clinical priority of suicide prevention. As part of this effort, VCL created the Customers with Complex Needs (CWCN) program to manage the individual needs and operational impact of VCL customers who call at a high frequency, are abusive toward hotline staff, exhibit sexually inappropriate behavior, and/or make threats of violence. This paper describes the VCL CWCN program and customer characteristics. Call data from 2012 to 2022, including operational data for 1,096 CWCN customers identified from October 2017 to December 2020, were used for analysis. At the cohort's peak size in 2020, calls from CWCN customers accounted for 0.4% of all distinct phone numbers received by VCL and for 22.1% of total VCL call volume. Implementation of the CWCN program was associated with significant annual reductions in average individual call volume among high frequency callers. However, no change in call volume was observed among nonhigh frequency callers. Formative challenges and future directions for the CWCN program and implications for other crisis lines are discussed.

9.
JMIR Form Res ; 8: e56402, 2024 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-39239987

RESUMEN

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.


Asunto(s)
Educación Continua en Enfermería , Prevención del Suicidio , Humanos , Femenino , Adulto , Masculino , Proyectos Piloto , Educación Continua en Enfermería/métodos , Persona de Mediana Edad , Personal de Enfermería en Hospital/educación , Competencia Clínica
10.
Health Promot Pract ; : 15248399241275610, 2024 Sep 04.
Artículo en Inglés | MEDLINE | ID: mdl-39230252

RESUMEN

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.

11.
Perm J ; : 1-13, 2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39104244

RESUMEN

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.

12.
J Agromedicine ; : 1-11, 2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39105563

RESUMEN

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.

13.
Artículo en Inglés | MEDLINE | ID: mdl-39106021

RESUMEN

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.

14.
Psychiatr Psychol Law ; 31(4): 748-763, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39118785

RESUMEN

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.

15.
Front Psychiatry ; 15: 1354030, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39119072

RESUMEN

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.

16.
J Med Internet Res ; 26: e53562, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-39088244

RESUMEN

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.


Asunto(s)
Entrevista Motivacional , Prevención del Suicidio , Humanos , Entrevista Motivacional/métodos , Líneas Directas , Aprendizaje Automático , Inteligencia Artificial , Femenino , Masculino , Adulto , Consejo/métodos
17.
J Sch Nurs ; : 10598405241267210, 2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39106343

RESUMEN

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.

18.
Curr Opin Psychol ; 59: 101854, 2024 Jul 31.
Artículo en Inglés | MEDLINE | ID: mdl-39142125

RESUMEN

Suicide is a leading cause of death for young people globally. Professional organizations such as the American Academy of Pediatrics (AAP) recommend suicide screening for every young person at every healthcare contact and these guidelines are now being implemented across the US. To optimize deployment of these guidelines, we draw on insights from two parallel fields, implementation science - or the study of how to support clinicians in providing evidence-based care within organizational constraints - and behavioral economics, which centers human decision-making. In this brief review, we offer potential barriers to suicide screening and strategies to address barriers drawing on these two literatures, illustrating how best to integrate insights from these fields for maximal impact.

19.
Psychiatr Clin North Am ; 47(3): 473-490, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39122341

RESUMEN

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.


Asunto(s)
Líneas Directas , Prevención del Suicidio , Humanos , Estados Unidos , Historia del Siglo XX , Historia del Siglo XXI , Servicios de Salud Mental/historia , United States Substance Abuse and Mental Health Services Administration , Intervención en la Crisis (Psiquiatría)
20.
BMC Public Health ; 24(1): 2209, 2024 Aug 13.
Artículo en Inglés | MEDLINE | ID: mdl-39138493

RESUMEN

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.


Asunto(s)
Entrevistas como Asunto , Investigación Cualitativa , Prevención del Suicidio , Humanos , Suiza , Austria , Alemania , Exactitud de los Datos , Suicidio/psicología , Suicidio/estadística & datos numéricos , Femenino , Masculino
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