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Achievement emotion in war victim children: A study on Syrian primary and secondary school students in Turkey. 战争受害者儿童的成就情绪:对土耳其叙利亚中小学生的研究。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-11-11 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10089
Esra Sarac, Fatih Bektas, Emine At, Engin Karadag, S Koza Ciftci

The Syrian government's violent suppression of pro-democracy protests in March 2011 sparked a civil war that resulted in the deaths of hundreds of thousands of people and the displacement of millions. This study focuses on the emotional achievement of 357 Syrian primary and secondary school students who have moved to Türkiye and are under temporary protection. The researchers used the achievement emotion scale to collect data. They conducted a t-test, analysis of variance, correlation analysis and multiple linear regression to examine the sociodemographic factors affecting students' achievement emotions. The results revealed that boy students experienced more negative achievement emotions than girl students, and that the longer the students have been in temporary protection, the more their positive achievement emotions have decreased. The ongoing war in Syria has dire consequences for school-age children who have been forced to flee their homes.

2011年3月,叙利亚政府暴力镇压支持民主的抗议活动,引发了内战,导致数十万人死亡,数百万人流离失所。本研究的重点是357名叙利亚中小学生的情感成就,他们已经搬到 rkiye并受到临时保护。研究人员使用成就情绪量表来收集数据。他们通过t检验、方差分析、相关分析和多元线性回归来检验影响学生成就情绪的社会人口学因素。结果表明,男生的消极成就情绪比女生多,且被临时保护的时间越长,其积极成就情绪的下降幅度越大。叙利亚持续不断的战争给被迫逃离家园的学龄儿童带来了可怕的后果。
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引用次数: 0
Exploring the role of self-efficacy in social and emotional well-being help-seeking behaviours for Aboriginal people in the Kimberley region of Western Australia. 探索自我效能感在西澳金伯利地区原住民社会和情感幸福感中的作用。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-11-11 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10091
Emma Carlin, Shannon Cowdrey-Fong, Zaccariah Cox, Jenni Lowe, Lorraine Anderson, Pat Dudgeon

Improving social and emotional well-being (SEWB) for Aboriginal and Torres Strait Islander peoples is central to achieving health equity in Australia. Aboriginal Community Controlled Health Services (ACCHS) deliver SEWB programmes that are culturally grounded and community-led. While service design and delivery have been explored, less is known about how Aboriginal peoples' perceptions of self-efficacy influence their SEWB help-seeking behaviours and self-management. This study re-analysed 22 one-on-one interviews with Aboriginal community members from the Kimberley region of Western Australia. In this context, self-efficacy is understood as an individual's belief in their ability to support their own SEWB, shaping their motivation, persistence and responses to challenges. The findings highlight the importance of family, culture and connection to Country as critical enablers of self-efficacy. The concept of 'strength', grounded in cultural identity, relationships, and personal growth, emerged as an important foundation for SEWB self-management. The study affirms that self-efficacy can be developed over time through mastery experiences, vicarious learning, verbal encouragement, and emotional regulation. It concludes that culturally safe services and environments that nurture self-efficacy are essential to improving SEWB outcomes.

改善土著和托雷斯海峡岛民的社会和情感福祉是实现澳大利亚保健公平的核心。土著社区控制的保健服务(ACCHS)提供以文化为基础和社区主导的SEWB方案。虽然对服务设计和提供进行了探索,但对土著人的自我效能感如何影响他们的SEWB求助行为和自我管理知之甚少。这项研究重新分析了22对来自西澳大利亚金伯利地区的土著社区成员的一对一访谈。在这种背景下,自我效能被理解为个体对自己支持自己的SEWB能力的信念,塑造他们的动机,坚持和对挑战的反应。研究结果强调了家庭、文化和与国家的联系作为自我效能的关键推动因素的重要性。基于文化认同、人际关系和个人成长的“力量”概念成为SEWB自我管理的重要基础。该研究证实,自我效能感可以通过掌握经验、替代学习、口头鼓励和情绪调节来发展。它的结论是,培养自我效能感的文化安全服务和环境对改善SEWB结果至关重要。
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引用次数: 0
A mental health emergency: A clinical and cultural response to sexual violence in the Democratic Republic of the Congo. 精神卫生紧急情况:刚果民主共和国对性暴力的临床和文化反应。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-11-11 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10087
Achille Bapolisi

For nearly three decades, the Democratic Republic of the Congo has endured armed conflict that has devastated its population, leaving a staggering number of survivors of sexual violence. This article draws on over a decade of clinical, academic and field experience to explore the psychosocial and public health challenges of caring for these survivors. Despite the high prevalence of post-traumatic disorders - often severe and complex - the mental health system remains gravely under-resourced. The article examines gaps in mental health services, highlights the clinical intricacies of trauma resulting from rape (including complex PTSD and dissociation) and critiques the uncritical export of Western therapeutic models to African contexts. Emphasizing the need for culturally grounded, integrative care, the author advocates for community-based, trauma-informed, inclusive and context-sensitive approaches that bridge clinical science and local healing traditions. This holistic vision is essential for restoring dignity and mental health to survivors and for building a resilient public health infrastructure in the DRC.

近三十年来,刚果民主共和国经历了武装冲突,这场冲突摧毁了该国人民,留下了数量惊人的性暴力幸存者。本文借鉴了十多年的临床、学术和实地经验,探讨了照顾这些幸存者所面临的社会心理和公共卫生挑战。尽管创伤后精神障碍(通常是严重和复杂的)发病率很高,但精神卫生系统仍然严重资源不足。这篇文章检查了心理健康服务的差距,强调了强奸造成的创伤的临床复杂性(包括复杂的创伤后应激障碍和精神分裂),并批评了西方治疗模式不加批判地输出到非洲的情况。作者强调需要以文化为基础的综合护理,提倡以社区为基础,了解创伤,包容和环境敏感的方法,将临床科学与当地治疗传统联系起来。这一整体愿景对于恢复幸存者的尊严和精神健康以及在刚果民主共和国建立具有复原力的公共卫生基础设施至关重要。
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引用次数: 0
Why can't we talk about suicide? 为什么我们不能谈论自杀?
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-11-11 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10086
Brandon A Kohrt

Despite reductions in cardiovascular, cancer, and infectious disease, comparable public-health improvements in mental health have not materialized. Global dissemination of trainings and programs have not translated into reduced burden of mental health conditions. Detection in primary care remains uncommon, sustained delivery of psychological services is difficult, few governments prioritize mental health, and reliable data are scarce. A largely unexamined factor is how we talk about suicide. How suicide is discussed shapes whether primary care workers feel able to engage, what organizations incorporate psychosocial programs, and whether mental-health data are accurate and representative. Drawing on three decades of work, this Perspectives piece argues that protocol-heavy, medico-legal framing, such as rigid confidentiality scripts, liability fears, and technical checklists, pulls attention away from the feelings involved in sitting with a person who expresses suicidal thoughts. Logistical, legal, and clinical pushback reflects fear and powerlessness in the face of suicidality. I advocate for making deliberate space for emotional processing by inviting helpers to notice their own reactions, collaborating with people with lived experience of suicidality, and learning from those bereaved by suicide. An empathy-guided approach to suicide can strengthen trainings, program adoption, data quality, and, most importantly, ensure people in distress are not left alone.

尽管心血管疾病、癌症和传染病的发病率有所下降,但心理健康方面的公共卫生改善却没有实现。培训和方案的全球传播并未转化为精神卫生状况负担的减轻。初级保健中的检测仍然不常见,持续提供心理服务很困难,很少有政府将精神卫生列为优先事项,可靠的数据也很少。一个很大程度上未被研究的因素是我们如何谈论自杀。讨论自杀的方式决定了初级保健工作者是否有能力参与其中,决定了哪些组织会纳入社会心理项目,决定了心理健康数据是否准确、是否具有代表性。根据三十年的工作,这篇观点文章认为,严格的保密脚本、责任恐惧和技术检查表等繁重的医疗法律框架,会把人们的注意力从与表达自杀想法的人坐在一起时所涉及的感受上转移开。后勤、法律和临床方面的阻力反映了面对自杀的恐惧和无能为力。我提倡通过邀请帮助者注意他们自己的反应,与有过自杀经历的人合作,并向那些因自杀而失去亲人的人学习,为情绪处理提供深思熟虑的空间。同理心引导的自杀方法可以加强培训、项目采用、数据质量,最重要的是,确保处于痛苦中的人不会孤独。
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引用次数: 0
The use of geographic information systems (GIS) in studying mental health service delivery: A scoping review. 地理信息系统(GIS)在精神卫生服务提供研究中的应用:范围综述。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-11-11 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10088
Bijayalaxmi Biswal, Rakshanda Paimapari, Arya Suresh, Marimilha Grace Pacheco, Luanna Fernandes, Yashi Gandhi, Vikram Patel, Daisy Radha Singla, Anisah Fernandes, Richard Velleman, Chunling Lu, Chris Grundy, Urvita Bhatia, Abhijit Nadkarni

Geographic information systems (GIS) are computer-based spatial mapping tools widely used in public health to examine service availability and access disparities and healthcare utilization. While GIS has supported evidence-based health planning in various domains, its application in mental healthcare service delivery remains underexplored. Our scoping review aimed to address this gap by exploring the scope and type of GIS usage in studying three dimensions of mental health (MH) service delivery (availability, accessibility and utilization), across all geographical locations, settings and populations. We conducted a scoping review following the Joanna Briggs Institute methodology. We included peer-reviewed English-language studies using GIS to examine service delivery (availability, accessibility or utilization) for any MH condition diagnosed through standardized criteria or validated tools. Seven databases were searched (Medical Literature Analysis and Retrieval System Online [MEDLINE], PsycINFO, Excerpta Medica Database [Embase], Global Health, Cumulative Index to Nursing and Allied Health Literature [CINAHL], Cochrane Central Register of Controlled Trials [CENTRAL] and Web of Science) between January and April 2024. This review included 58 studies predominantly from high-income countries. A wide range of GIS methods were employed across studies, including hotspot analysis, network analysis and spatial analysis. Six studies explored availability, generally through measures like distribution of facilities across a population, and resource availability within 5-10-mile network buffers. Forty-six studies explored the spatial accessibility of MH services and substance-use treatment facilities using GIS. Six studies examined service utilization patterns. Equity emerged as a recurring theme across all three dimensions. GIS has the potential to emerge as a powerful tool in MH research, particularly in mapping disparities, informing service delivery and identifying high-risk zones. Expanding GIS use in trial design, implementation science and policy advocacy could help bridge critical gaps in MH service delivery, ensuring more equitable and data-driven decision-making.

地理信息系统(GIS)是一种基于计算机的空间制图工具,广泛用于公共卫生领域,以检查服务的可用性和获取差距以及医疗保健的利用情况。虽然地理信息系统在各个领域支持基于证据的卫生规划,但其在精神保健服务提供方面的应用仍未得到充分探索。我们的范围审查旨在通过探索地理信息系统在研究所有地理位置、环境和人口的精神卫生(MH)服务提供的三个维度(可得性、可及性和利用)中使用的范围和类型来解决这一差距。我们按照乔安娜布里格斯研究所的方法进行了范围审查。我们纳入了同行评议的英语研究,使用GIS来检查通过标准化标准或经过验证的工具诊断的任何MH病症的服务提供(可用性、可及性或利用率)。在2024年1月至4月间检索了7个数据库(医学文献分析与检索系统在线[MEDLINE], PsycINFO,摘录医学数据库[Embase],全球健康,护理和联合健康文献累积索引[CINAHL], Cochrane中央对照试验注册[Central]和Web of Science)。本综述包括58项研究,主要来自高收入国家。研究中使用了广泛的GIS方法,包括热点分析、网络分析和空间分析。六项研究探讨了可用性,通常通过诸如人口中的设施分布和5-10英里网络缓冲内的资源可用性等措施。46项研究利用GIS探讨了医院服务和物质使用处理设施的空间可达性。六项研究检查了服务利用模式。在所有三个方面,公平都是一个反复出现的主题。地理信息系统有可能成为卫生保健研究的有力工具,特别是在绘制差异图、为提供服务提供信息和确定高风险地区方面。扩大地理信息系统在试验设计、实施科学和政策宣传方面的使用,有助于弥合卫生保健服务提供方面的关键差距,确保更公平和数据驱动的决策。
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引用次数: 0
Virtual reality offerings for wellbeing for and by marginalized populations: A scoping review on equity and intersectionality. 虚拟现实为边缘化人群提供的福利:对公平和交叉性的范围审查。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-10-29 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10084
Quinta Seon, Adèle Hotte-Meunier, Lisa Sarraf, Caroline Dakoure, Clayton Jeffrey, Ethan C Draper, Geneviève Sauvé, Myrna Lashley, Martin Lepage

Although virtual reality (VR) programs are being developed by marginalized groups', a systemic power imbalance still exists. Marginalized groups have a place in digital wellbeing and can lead initiatives to access resources that they desire. To better support these efforts and mobilize knowledge among marginalized stakeholders, we conducted a scoping review of the use of VR for wellbeing. Adopting an equity lens that considers the experiences of intersectional marginalization, our aim was to identify VR programs, their targets, outcomes and equity-related facilitators and barriers. In May 2023, we conducted a comprehensive literature search of MEDLINE, PsycINFO, Embase and Web of Science databases and grey literature for virtual reality and marginalized populations. Eligible research articles since the inception of the databases were those that met our predefined criteria of VR, marginalized populations and wellbeing. We included 38 studies and charted preregistered variables using narrative synthesis, descriptive statistics, and a logic model. The populations were often intersectionally marginalized--primarily individuals with disabilities, underrepresented sexualities and genders, and marginalized older individuals in high-income countries on Turtle Island (North America). The most common race categories were Black or African American (26%) and European or White (53%), but other sociodemographic characteristics were underreported. VR offered diverse support, including social, mental, physical and cultural. We report program outcomes for several subgroups; though heterogeneous, most studies reported improved wellbeing outcomes. VR's flexibility created informal, flexible spaces, with peer support that contributed to mental and social wellbeing. Several factors could hinder marginalized groups' ability to access and participate, such as the lack of free programs, data and program ownership, and intersectional data analyses. This topic reflects a growing literature, with half of the publications being in 2022 or 2023. Many of these studies have limitations like small sample sizes and a lack of mixed-methods or practical significance analyses. Moving forward, researchers should apply more open-access and inclusive practices in their designs and recruitment processes to widen equitable access to marginalized stakeholders. Nevertheless, many marginalized populations created VR programs and benefited from them, contributing to a rebalancing of power over wellbeing.

虽然虚拟现实(VR)项目是由边缘群体开发的,但仍然存在系统性的权力不平衡。边缘化群体在数字福祉中占有一席之地,并可以主导获得他们想要的资源的倡议。为了更好地支持这些努力并动员边缘化利益相关者的知识,我们对虚拟现实在福祉方面的应用进行了范围审查。采用考虑交叉边缘化经验的公平视角,我们的目标是确定虚拟现实项目,其目标,结果以及与公平相关的促进因素和障碍。2023年5月,我们对MEDLINE、PsycINFO、Embase和Web of Science数据库以及虚拟现实和边缘人群的灰色文献进行了全面的文献检索。自数据库建立以来,符合条件的研究文章是那些符合我们预定义的VR,边缘化人群和福祉标准的文章。我们纳入了38项研究,并使用叙事综合、描述性统计和逻辑模型绘制了预登记变量图。这些人群通常是交叉边缘化的——主要是残疾人,性取向和性别代表性不足的人,以及龟岛(北美)高收入国家中被边缘化的老年人。最常见的种族类别是黑人或非裔美国人(26%)和欧洲人或白人(53%),但其他社会人口统计学特征被低估了。虚拟现实提供了多种多样的支持,包括社会、心理、身体和文化。我们报告了几个亚组的项目结果;尽管存在差异,但大多数研究都报告了健康结果的改善。VR的灵活性创造了非正式的、灵活的空间,同伴的支持有助于心理和社会健康。有几个因素可能会阻碍边缘化群体获取和参与的能力,例如缺乏免费项目、数据和项目所有权,以及交叉数据分析。这一主题反映了越来越多的文献,其中一半的出版物是在2022年或2023年。这些研究中的许多都有局限性,比如样本量小,缺乏混合方法或实际意义分析。展望未来,研究人员应该在他们的设计和招聘过程中应用更多的开放获取和包容性实践,以扩大边缘化利益相关者的公平获取。然而,许多边缘人群创造了虚拟现实项目,并从中受益,为权力与福祉的再平衡做出了贡献。
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引用次数: 0
Exploring self-regulation deficits in sensory over-responsivity disorder: A preschool comparative analysis. 感觉过度反应障碍的自我调节缺陷:学前比较分析。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-10-29 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10076
Sabide Duygu Uygun, Esma Kara, Rahime Duygu Temeltürk, Esra Yürümez, Merve Cikili Uytun, Didem Behice Öztop

Sensory Over-Responsivity Disorder (SORD) is characterized by extreme sensitivity to everyday sensory input, which can interfere with children's emotional, behavioral and social development. Despite growing interest, limited research has explored its developmental effects in the absence of other psychiatric diagnoses. This study investigated self-regulation and related clinical features in preschool children with SORD who did not meet diagnostic criteria for autism spectrum disorder, attention-deficit/hyperactivity disorder (ADHD), or obsessive-compulsive disorder. The sample included 15 children with SORD and 15 typically developing controls, matched by age and gender. Diagnoses were made using the Preschool Age Psychiatric Assessment, and comorbidities were excluded using Diagnostic Classification of Mental Health and Developmental Disorders of Infancy and Early Childhood: Revised Edition criteria. Self-regulation was assessed through the Head-Toes-Knees-Shoulders-Revised task. While no significant differences were found in autistic traits, repetitive behaviors or executive functioning, children with SORD demonstrated significantly poorer self-regulation (p < .001). Poorer self-regulation was strongly associated with greater SORD severity, elevated ADHD symptoms, lower social interaction and increased emotional and sensory reactivity. These findings suggest that self-regulation difficulties are a core feature of SORD, even in the absence of comorbid psychiatric disorders. Early identification and interventions targeting self-regulation may help improve long-term outcomes for children affected by SORD.

感觉过度反应障碍(SORD)的特征是对日常感觉输入极度敏感,这可能会干扰儿童的情绪、行为和社会发展。尽管越来越多的人感兴趣,但在缺乏其他精神病诊断的情况下,有限的研究探索了其对发育的影响。本研究调查了不符合自闭症谱系障碍、注意力缺陷/多动障碍(ADHD)或强迫症诊断标准的学龄前SORD儿童的自我调节及相关临床特征。样本包括15名患有SORD的儿童和15名正常发育的对照组,按年龄和性别匹配。使用学龄前精神病学评估进行诊断,并使用《婴幼儿心理健康和发育障碍诊断分类:修订版标准》排除合并症。自我调节通过头-脚趾-膝盖-肩膀-修正任务进行评估。虽然在自闭症特征、重复行为或执行功能方面没有发现显著差异,但SORD儿童的自我调节能力明显较差
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引用次数: 0
Nonsuicidal self-injury as a mediator between dissociative experiences and suicide risk in adolescents: Insights from a clinical setting. 非自杀性自伤作为分离体验和青少年自杀风险之间的中介:来自临床环境的见解。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-10-27 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10079
Rahime Duygu Temeltürk, Yusuf Gürel, Merve Canlı, Ayşegül Efe, Sabide Duygu Uygun, Fatma Hülya Çakmak, Miray Çetinkaya, Sadettin Burak Açıkel

A burgeoning body of evidence suggests a higher prevalence of nonsuicidal self-injury (NSSI) behaviors among adolescents. This study aimed to examine the comorbid internalizing symptoms and suicidal behaviors, along with associations between dissociative experiences and suicide risk in adolescents attending a psychiatric outpatient unit in Ankara, Türkiye. The study included 81 adolescents aged 12-18 years, who engaged in NSSI and sought treatment at a psychiatric outpatient clinic. Psychiatric evaluations were conducted through semi-structured clinical interviews. NSSI behaviors were assessed using the Inventory of Statements About Self-Injury, and suicide risk was measured using the Suicide Probability Scale. Additionally, internalizing symptoms and dissociative experiences were evaluated using the Revised Children's Anxiety and Depression Scale-Child Version and the Adolescent Dissociative Experiences Scale, respectively. Moderate to high correlations were found among suicide risk, dissociation, NSSI severity, anxiety and internalizing scores. Mediation analysis revealed that NSSI significantly mediated the relationship between dissociation and suicide risk. These findings indicate that assessing both dissociation and NSSI could provide valuable insights into comprehending and addressing adolescent suicide, thereby facilitating the development of targeted interventions to mitigate the effects of dissociative experiences.

越来越多的证据表明,青少年中非自杀性自伤(NSSI)行为的患病率更高。本研究旨在研究在土耳其安卡拉一家精神科门诊就诊的青少年的共病内化症状和自杀行为,以及分离经历和自杀风险之间的关系。该研究包括81名年龄在12-18岁之间的青少年,他们有自伤行为并在精神科门诊寻求治疗。精神病学评估通过半结构化的临床访谈进行。采用自伤陈述量表评估自伤行为,采用自杀概率量表测量自杀风险。此外,内化症状和分离体验分别使用修订儿童焦虑和抑郁量表-儿童版和青少年分离体验量表进行评估。自杀风险、分离、自伤严重程度、焦虑和内化得分之间存在中高相关性。中介分析显示,自伤在分离与自杀风险之间具有显著的中介作用。这些发现表明,评估分离和自伤可以为理解和解决青少年自杀问题提供有价值的见解,从而促进有针对性的干预措施的发展,以减轻分离经历的影响。
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引用次数: 0
Using a machine learning analysis of socio-ecological and psychological factors to predict suicide risk among a nationally representative sample of Ghanaian adolescents. 使用社会生态和心理因素的机器学习分析来预测加纳青少年全国代表性样本中的自杀风险。
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-10-27 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10083
Enoch Kordjo Azasu

Background. Despite the growing recognition of adolescent suicide as a pressing concern, traditional methods for identifying suicide risk often fail to capture the complex interplay of socio-ecological and psychological factors. The advent of machine learning (ML) offers a transformative opportunity to improve suicide risk prediction and intervention strategies. Objective. This study aims to utilize ML techniques to analyze socio-ecological and psychological risk factors to predict suicide ideation, plans and attempts among a nationally representative sample of Ghanaian adolescents. Methods. A cross-sectional survey was conducted with 1,703 adolescents aged 12-18 years across Ghana measuring psychological factors (depression symptoms, anxiety symptoms etc) and socio-ecological factors (bullying, parental support etc) using validated measures. Descriptive statistics were conducted and random forest and logistic regression models were employed for suicide risk prediction, i.e., 'ideation, plans and attempts'. Model performance was evaluated using accuracy, sensitivity, specificity and feature importance analysis. Results. Psychological factors such as depression symptoms (r = .42, p < .01), anxiety (r = .38, p < .01) and perceived stress (r = .35, p < .01) were the strongest predictors of suicide ideation, plans and attempts, while parental support emerged as a significant protective factor (r = -.34, p < .01). The random forest model demonstrated good predictive performance (accuracy = 78.3%, AUC = 0.81). Gender differences were observed. Conclusions. This study is the first to apply ML techniques to a nationally representative dataset of Ghanaian adolescents for suicide risk prediction, i.e., 'ideation, plans and attempts'. The findings highlight the potential of ML to provide precise tools for early identification of at-risk individuals.

背景。尽管越来越多的人认识到青少年自杀是一个紧迫的问题,但传统的识别自杀风险的方法往往无法捕捉到社会生态和心理因素的复杂相互作用。机器学习(ML)的出现为改善自杀风险预测和干预策略提供了一个变革性的机会。目标。本研究旨在利用机器学习技术分析社会生态和心理风险因素,以预测加纳青少年全国代表性样本中的自杀意念、计划和企图。方法。对加纳全国1,703名12-18岁的青少年进行了横断面调查,使用有效的测量方法测量心理因素(抑郁症状、焦虑症状等)和社会生态因素(欺凌、父母支持等)。对自杀风险进行描述性统计,并采用随机森林和逻辑回归模型,即“意念、计划和尝试”进行自杀风险预测。通过准确性、敏感性、特异性和特征重要性分析来评估模型的性能。结果。心理因素如抑郁症状(r = 0.42, pr = 0.38, pr = 0.35, pr = - 0.34, p。这项研究首次将机器学习技术应用于加纳青少年的全国代表性数据集,用于自杀风险预测,即“构思、计划和尝试”。这些发现强调了机器学习为早期识别高危人群提供精确工具的潜力。
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引用次数: 0
Acceptability of mental health photovoice research with adolescents in rural Mexico. 墨西哥农村青少年心理健康光声研究的可接受性
IF 2.8 2区 医学 Q2 PSYCHIATRY Pub Date : 2025-10-24 eCollection Date: 2025-01-01 DOI: 10.1017/gmh.2025.10080
Ana A Chatham, Rebecca Cook, Alejandro Luna, Patricia Vargas Espinosa, Karen Ramírez Calderón, Ivan Gutierrez, Yoselin Sarahi Palacios, Gloria Cristina Zaragoza Mendoza, Graciela Rivera Sanchez, Lizbeth Vargas Castillo, Brenda de la Rosa Díaz, Nelly Salgado de Snyder, Carmen R Valdez

The mental health (MH) of adolescents in low- and middle-income countries (LMIC), particularly those in rural areas, has historically been neglected in research and services, despite the documented burden MH problems represent among these populations. Settings where MH stigma is high require strategic research methods. Photovoice is a promising method for MH research in contexts of high stigma, but studies examining its acceptability with rural adolescents in LMIC remain scarce. We explored the acceptability of photovoice for MH research through perspectives of adolescents from rural Mexico who participated in a photovoice project focused on factors affecting their MH. Adolescents (n = 40) participated in focus groups where they discussed what they learned through the MH photovoice project, and the aspects of the method they perceived to be valuable. Focus groups transcripts were thematically analyzed. Participants' satisfaction with the MH photovoice project was tied to: (1) learning about the meaning, nature, and experiences of MH; (2) enjoying relationships, novelty, and fun; and (3) wishing for more time, more play, and continuity. Photovoice is an acceptable method for MH research among rural adolescents in LMIC, sparking reflection and collective dialog that can lead to the development of local initiatives.

在低收入和中等收入国家(LMIC),特别是在农村地区,青少年的精神卫生问题历来在研究和服务中被忽视,尽管这些人群中有记录的精神卫生问题负担。结核病病耻感高的环境需要战略性的研究方法。在高耻辱背景下,Photovoice是一种很有前途的MH研究方法,但研究其在低收入和中等收入国家农村青少年中的可接受性仍然很少。我们通过参与光声项目的墨西哥农村青少年的视角,探讨了光声对MH研究的可接受性,该项目关注的是影响其MH的因素。青少年(n = 40)参加了焦点小组,讨论了他们从MH光声项目中学到了什么,以及他们认为有价值的方法的各个方面。对焦点小组的记录进行主题分析。参与者对MH光声计划的满意度与以下因素有关:(1)了解MH的意义、性质和经验;(2)享受人际关系、新鲜感和乐趣;(3)希望有更多的时间,更多的玩耍和连续性。在低收入和中等收入国家的农村青少年中,Photovoice是一种可接受的MH研究方法,可以激发反思和集体对话,从而导致地方倡议的发展。
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Global Mental Health
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