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Latent Profile Analysis of Mental Health Among Children and Young Adults With Refugee Backgrounds 难民背景儿童和青年心理健康的潜在特征分析
Pub Date : 2025-06-16 DOI: 10.1016/j.jaacop.2025.06.003
Johan Andersson MSc , Hongru Zhai MSc , Reeta Kankaanpää MSc , Carolina Bråhn MSc , Erica Mattelin PhD , Kirsi Peltonen PhD , Ann-Charlotte Münger PhD , Laura Korhonen PhD

Objective

Children and young adults comprise a significant proportion of the world’s refugee population and are disproportionately negatively affected by the social determinants of health. This heterogeneous group faces high rates of poor mental health, yet research investigating within-group inequalities in mental health remains limited. We performed a latent profile analysis to explore classes of mental health based on posttraumatic stress symptoms (PTSS), general functioning, and well-being. This study aimed to improve the understanding of mental health differences, thereby providing better guidance for assessment and tailored interventions.

Method

This study involved 131 children and 127 young adults with refugee backgrounds (mean age 18.21 years, 44.6% female, 23.6% unaccompanied) recruited nationwide in Sweden (2019-2022). To examine classes and their predictors, latent profile analysis was conducted, followed by multinomial logistic regression analysis.

Results

Latent profile analysis identified four distinct classes: Good Mental Health (58.1%; low PTSS, good functioning and well-being); Severe Mental Distress (13.6%; high PTSS, low functioning and well-being); Moderate Mental Strain (12.4%; low PTSS, moderate functioning, low well-being); and Resilient (15.9%, high PTSS, good functioning, moderate well-being). Social determinants of health, such as being unaccompanied, asylum status, exposure to multiple types of violence, sexual victimization, and child maltreatment, distinguished the classes.

Conclusion

Children and young adults with refugee backgrounds can be categorized into classes based on clinically relevant mental health indicators. Focusing solely on those individuals at the highest risk for poor mental health may overlook many who are mentally healthy and those who need more targeted support. Future research should aim to replicate findings and to evaluate additional predictive factors at the family and societal levels.

Plain language summary

This study found that a Swedish community sample of children and young adults with refugee backgrounds could be grouped into four mental health profiles: good mental health, resilient, moderate mental strain, and severe mental distress. While most participants were doing well or coping despite challenges, others showed signs of moderate or severe mental health difficulties. Exposure to violence, being unaccompanied, and insecure asylum status were linked to poorer mental health. Focusing only on those in obvious distress may overlook both those in need of more targeted support and those who are doing well.
目的儿童和青年在世界难民人口中占很大比例,他们受到健康问题社会决定因素的不成比例的负面影响。这一异质群体的心理健康状况不佳的比例很高,但调查群体内心理健康不平等的研究仍然有限。我们进行了一项潜在特征分析,以探索基于创伤后应激症状(PTSS)、一般功能和幸福感的心理健康类别。本研究旨在提高对心理健康差异的认识,从而为评估和有针对性的干预提供更好的指导。方法本研究纳入了2019-2022年在瑞典全国招募的131名儿童和127名具有难民背景的年轻人(平均年龄18.21岁,44.6%为女性,23.6%为无人陪伴)。为了检验类别及其预测因子,进行了潜在剖面分析,然后进行了多项逻辑回归分析。结果潜行剖面分析确定了四个不同的类别:心理健康良好(58.1%;低创伤后应激障碍,良好的功能和幸福感);严重精神困扰(13.6%;高创伤后应激障碍,低功能和幸福感);中度精神紧张(12.4%;低ptsd、中度功能、低幸福感);弹性(15.9%,高ptsd,良好的功能,适度的幸福感)。健康的社会决定因素,如无人陪伴、庇护地位、遭受多种类型的暴力、性侵害和儿童虐待,区分了不同的阶层。结论难民背景儿童和青壮年可根据临床相关心理健康指标进行分类。只关注那些心理健康状况不佳的风险最高的人,可能会忽视许多心理健康的人和那些需要更有针对性的支持的人。未来的研究应旨在重复研究结果,并评估家庭和社会层面的其他预测因素。这项研究发现,瑞典社区中有难民背景的儿童和年轻人可以分为四种心理健康状况:良好的心理健康、适应力强、中度精神紧张和严重的精神痛苦。虽然大多数参与者表现良好或应对挑战,但其他人显示出中度或严重精神健康问题的迹象。暴露于暴力、无人陪伴和不安全的庇护地位与较差的精神健康有关。只关注那些明显处于困境的人,可能会忽视那些需要更有针对性的支持和那些表现良好的人。
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引用次数: 0
Engaging Voices, Shaping Futures: Lessons From a Youth Advisory Board on Black Youth Suicide Prevention 参与的声音,塑造未来:来自黑人青年自杀预防青年咨询委员会的经验教训
Pub Date : 2025-06-13 DOI: 10.1016/j.jaacop.2025.06.002
Grace E. DiDomenico BA , Martins M. Gatavins BA , Nadine Michel MD, PhD , Paige Lombard MPH , Tami D. Benton MD , Ran Barzilay MD, PhD
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引用次数: 0
The Impact of Polygenic Risk, Parental Separation, and Parental Relationship Discord on Heavy Episodic Drinking Across Adolescence and Young Adulthood in a High-Risk Sample 在高风险样本中,多基因风险、父母分离和父母关系不和谐对青春期和青年期重度间歇性饮酒的影响
Pub Date : 2025-06-09 DOI: 10.1016/j.jaacop.2025.06.001
Sally I-Chun Kuo PhD , Vivia V. McCutcheon PhD , Kathleen K. Bucholz PhD , Danielle M. Dick PhD , Fazil Aliev PhD , Jacquelyn L. Meyers PhD , Sarah J. Brislin PhD , Grace Chan PhD , Howard J. Edenberg PhD , Chella Kamarajan PhD , John Kramer PhD , Samuel Kuperman MD , Dongbing Lai PhD , Martin H. Plawecki MD, PhD , Carolyn E. Sartor PhD , Marc A. Schuckit MD , Jessica E. Salvatore PhD

Objective

Parental separation and relationship discord are linked to alcohol use behaviors, but their influence on the longitudinal course of alcohol misuse and interactions with genetic predisposition remain unclear. This study examined how the longitudinal course of heavy episodic drinking (HED) from adolescence to young adulthood varies with polygenic risk, parental separation, and relationship discord.

Method

Participants were from the Collaborative Study on the Genetics of Alcoholism (COGA) Prospective Sample, and included individuals from 2 genetically inferred continental groups: European-like (EA; n = 1761) and African-like (AA; n = 894) who were reassessed biennially (mean age = 16.39 at first assessment; mean assessments = 4.65). Alcohol misuse was indexed by past-year HED frequency. Predictors included parental separation, parental relationship discord, and problematic alcohol use polygenic scores (PGSPAU). Data were analyzed using linear mixed-effects growth models.

Results

HED increased through young adulthood before declining. In European Americans (EA), parental separation was associated with HED intercepts, but not with linear slope or quadratic curvature. Higher PGSPAU was associated with a faster initial growth and slower decline. In African American (AA), parental relationship discord was not associated with HED intercepts but was associated with a faster initial growth and slower decline. PGSPAU were not associated the intercept or the course of HED. No interaction was found between PGSPAU and parental separation or discord to predict the longitudinal course of HED in either EA or AA samples.

Conclusion

Genetic risk and exposure to parental separation and discord are associated with the course of HED, with some differences across continental groups.

Plain language summary

This study utilized data from the Collaborative Study on the Genetics of Alcoholism (COGA) to examine how the course of heavy episodic drinking (HED) from adolescence to young adulthood varies with genetic risk, parental separation, and relationship discord. Parental separation and relationship discord were associated with initial levels of heavy episodic drinking and their course into young adulthood. In the European American sample, these family stressors were associated with higher initial levels of heavy episodic drinking, which were sustained over time with genetic factors amplifying this pattern. In the African American sample, parental relationship discord was associated with a rapid increase in heavy episodic drinking that declined slowly. These findings highlight the contributions of genetics and family adversity in shaping risk for harmful patterns of alcohol use across development.
目的:父母分离和关系不和谐与酒精使用行为有关,但它们对酒精滥用纵向过程的影响以及与遗传易感性的相互作用尚不清楚。本研究考察了从青春期到青年期重度发作性饮酒(HED)的纵向过程如何随多基因风险、父母分离和关系不和谐而变化。方法参与者来自酒精中毒遗传学合作研究(COGA)前瞻性样本,包括来自2个遗传推断的大陆组的个体:欧洲样(EA, n = 1761)和非洲样(AA, n = 894),每两年重新评估一次(首次评估时平均年龄= 16.39,平均评估= 4.65)。酒精滥用以过去一年的HED频率为索引。预测因子包括父母分离、父母关系不和和问题性酒精使用多基因评分(PGSPAU)。数据分析采用线性混合效应增长模型。结果:在成年早期,血流量增加,然后下降。在欧裔美国人(EA)中,亲代分离与HED截距有关,但与线性斜率或二次曲率无关。较高的PGSPAU与更快的初始生长和更慢的下降有关。在非裔美国人(AA)中,父母关系不和谐与HED拦截无关,但与早期快速增长和缓慢下降有关。PGSPAU与HED的截距和病程无关。在EA或AA样本中,PGSPAU与父母分离或不和谐之间没有相互作用,无法预测HED的纵向病程。结论遗传风险和父母分离不和谐暴露与HED病程相关,但各大洲人群存在一定差异。本研究利用酒精中毒遗传学合作研究(COGA)的数据,研究了从青春期到青年期重度间歇性饮酒(HED)的过程如何随遗传风险、父母分离和关系不和谐而变化。父母分离和关系不和谐与最初的严重间歇性饮酒水平及其进入青年期的过程有关。在欧洲裔美国人的样本中,这些家庭压力源与较高的初始重度间歇性饮酒水平有关,随着时间的推移,遗传因素会放大这种模式。在非裔美国人的样本中,父母关系的不和谐与间歇性酗酒的迅速增加有关,而酗酒的增加速度缓慢下降。这些发现强调了遗传和家庭逆境在形成整个发育过程中有害饮酒模式的风险方面的作用。
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引用次数: 0
Characteristics and Precipitating Circumstances of Preteen and Teen Suicide Decedents Who Died by Firearm in the United States, 2012-2021 2012-2021年美国青少年前和青少年枪支自杀的特征和诱发因素
Pub Date : 2025-05-28 DOI: 10.1016/j.jaacop.2025.05.003
Carol A. Wygant MSW , Cassandra Hartman MA , Xueting Xia MS , Nichole L. Michaels PhD , Donna A. Ruch PhD

Objective

Youth suicide is a growing public health concern, and younger preteens have experienced notable increases in suicide rates. Suicide by firearm among preteens have increased more than all other suicide methods combined. The current study examined characteristics and precipitating circumstances associated with firearm suicides among preteens and teens ages 8 to 17 years.

Method

This cross-sectional study analyzed data from the National Violent Death Reporting System from 2012 to 2021 on youth firearm suicide decedents (N = 3,768). Comparisons between preteens (8-12 years old) and teens (13-17 years old) were analyzed using linear mixed models that adjusted for sex, race, and ethnicity.

Results

The sample included 229 preteen and 3,539 teen firearm suicide decedents (14.7% female; 9.4% Black; 8.1% other race; 82.5% White; 10.7% Hispanic). Preteens were more likely to be female (adjusted odds ratio [AOR] = 1.76; 95% CI, 1.26-2.46) and Black (AOR = 1.72; 95% CI, 1.14-2.58) compared with teens and more likely to experience family (AOR = 1.69; 95% CI, 1.27-2.23) and school (AOR = 2.04; 95% CI, 1.51-2.74) problems. Preteens were less likely than teens to have a current mental health problem (AOR = 0.47; 95% CI, 0.32-0.68), a depressed mood at time of death (AOR = 0.49; 95% CI, 0.33-0.72), and a history of suicidal thoughts (AOR = 0.60; 95% CI, 0.38-0.95) or attempts (AOR = 0.25; 95% CI, 0.08-0.81). Among cases with firearm-related information, most youth had access to a gun that was unlocked or loaded.

Conclusion

Findings suggest that universal suicide risk screening and assessment is warranted, especially for younger preteens, and advocating for safe firearm storage practices remains a key component of prevention for this population

Plain language summary

This study compared characteristics and precipitating circumstances of preteens (8-12) and teens (13-17) who died by firearm suicide using data from the Centers for Disease Control and Prevention’s National Violent Death Reporting System. Preteen decedents were more likely to have been female or Black compared to teens and were more likely to have a diagnosis of attention deficit with hyperactivity. Preteens were approximately half as likely as their teen counterparts to have an identified mental health problem or a perceived depressed mood at the time of death. Findings suggest that preteens would benefit from intervention and prevention efforts tailored to their specific, age-dependent needs.
目的青少年自杀是一个日益严重的公共卫生问题,青少年自杀率显著上升。在青少年中,枪支自杀的增长超过了其他所有自杀方式的总和。目前的研究调查了青春期前和8至17岁青少年中枪支自杀的特征和突发情况。方法本横断面研究分析了2012年至2021年国家暴力死亡报告系统中青少年枪支自杀死亡的数据(N = 3768)。使用线性混合模型对青春期前(8-12岁)和青少年(13-17岁)的比较进行了分析,并对性别、种族和民族进行了调整。结果样本包括229名青春期前青少年和3539名青少年枪支自杀者,其中女性占14.7%,黑人占9.4%,其他种族占8.1%,白人占82.5%,西班牙裔占10.7%。与青少年相比,青春期前儿童更容易是女性(校正优势比[AOR] = 1.76; 95% CI, 1.26-2.46)和黑人(AOR = 1.72; 95% CI, 1.14-2.58),更容易遇到家庭(AOR = 1.69; 95% CI, 1.27-2.23)和学校(AOR = 2.04; 95% CI, 1.51-2.74)问题。与青少年相比,青春期前存在当前精神健康问题(AOR = 0.47; 95% CI, 0.32-0.68)、死亡时情绪低落(AOR = 0.49; 95% CI, 0.33-0.72)、有自杀念头(AOR = 0.60; 95% CI, 0.38-0.95)或企图自杀(AOR = 0.25; 95% CI, 0.08-0.81)的可能性更小。在涉及枪支相关信息的案件中,大多数青少年都能接触到未上锁或上膛的枪支。结论:研究结果表明,普遍的自杀风险筛查和评估是有必要的,特别是对年龄较小的青少年,提倡安全的枪支储存做法仍然是预防这一人群的关键组成部分。本研究使用疾病控制和预防中心的国家暴力死亡报告系统的数据,比较了死于枪支自杀的青少年(8-12岁)和青少年(13-17岁)的特征和突发情况。与青少年相比,青春期前的死者更有可能是女性或黑人,而且更有可能被诊断为注意力缺陷和多动症。在死亡时,青春期前出现心理健康问题或抑郁情绪的可能性大约是青少年的一半。研究结果表明,学龄前儿童将受益于针对他们特定的、与年龄相关的需求量身定制的干预和预防措施。
{"title":"Characteristics and Precipitating Circumstances of Preteen and Teen Suicide Decedents Who Died by Firearm in the United States, 2012-2021","authors":"Carol A. Wygant MSW ,&nbsp;Cassandra Hartman MA ,&nbsp;Xueting Xia MS ,&nbsp;Nichole L. Michaels PhD ,&nbsp;Donna A. Ruch PhD","doi":"10.1016/j.jaacop.2025.05.003","DOIUrl":"10.1016/j.jaacop.2025.05.003","url":null,"abstract":"<div><h3>Objective</h3><div>Youth suicide is a growing public health concern, and younger preteens have experienced notable increases in suicide rates. Suicide by firearm among preteens have increased more than all other suicide methods combined. The current study examined characteristics and precipitating circumstances associated with firearm suicides among preteens and teens ages 8 to 17 years.</div></div><div><h3>Method</h3><div>This cross-sectional study analyzed data from the National Violent Death Reporting System from 2012 to 2021 on youth firearm suicide decedents (N = 3,768). Comparisons between preteens (8-12 years old) and teens (13-17 years old) were analyzed using linear mixed models that adjusted for sex, race, and ethnicity.</div></div><div><h3>Results</h3><div>The sample included 229 preteen and 3,539 teen firearm suicide decedents (14.7% female; 9.4% Black; 8.1% other race; 82.5% White; 10.7% Hispanic). Preteens were more likely to be female (adjusted odds ratio [AOR] = 1.76; 95% CI, 1.26-2.46) and Black (AOR = 1.72; 95% CI, 1.14-2.58) compared with teens and more likely to experience family (AOR = 1.69; 95% CI, 1.27-2.23) and school (AOR = 2.04; 95% CI, 1.51-2.74) problems. Preteens were less likely than teens to have a current mental health problem (AOR = 0.47; 95% CI, 0.32-0.68), a depressed mood at time of death (AOR = 0.49; 95% CI, 0.33-0.72), and a history of suicidal thoughts (AOR = 0.60; 95% CI, 0.38-0.95) or attempts (AOR = 0.25; 95% CI, 0.08-0.81). Among cases with firearm-related information, most youth had access to a gun that was unlocked or loaded.</div></div><div><h3>Conclusion</h3><div>Findings suggest that universal suicide risk screening and assessment is warranted, especially for younger preteens, and advocating for safe firearm storage practices remains a key component of prevention for this population</div></div><div><h3>Plain language summary</h3><div>This study compared characteristics and precipitating circumstances of preteens (8-12) and teens (13-17) who died by firearm suicide using data from the Centers for Disease Control and Prevention’s National Violent Death Reporting System. Preteen decedents were more likely to have been female or Black compared to teens and were more likely to have a diagnosis of attention deficit with hyperactivity. Preteens were approximately half as likely as their teen counterparts to have an identified mental health problem or a perceived depressed mood at the time of death. Findings suggest that preteens would benefit from intervention and prevention efforts tailored to their specific, age-dependent needs.</div></div>","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 3","pages":"Pages 655-662"},"PeriodicalIF":0.0,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144912358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scope 范围
Pub Date : 2025-05-28 DOI: 10.1016/S2949-7329(25)00035-3
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引用次数: 0
Executive and Social Functioning in Children and Adolescents With Noonan Syndromes: Cognition and Behavior 努南综合症儿童和青少年的执行和社会功能:认知和行为
Pub Date : 2025-05-21 DOI: 10.1016/j.jaacop.2025.05.002
Jennifer Kramer MSc , Renée L. Roelofs PhD , Ellen Wingbermühle PhD , Sara Pieters PhD , Jos Egger PhD

Objective

The current study aims to examine executive and social functioning in children and adolescents with Noonan syndromes, which contributes to the understanding of the cognitive and behavioral profile of this population and possible treatment options.

Method

A total of 26 children and adolescents with Noonan syndromes (including Noonan syndrome, Noonan syndrome with multiple lentigines, and Noonan-like syndrome with loose anagen hair; mean age = 11.92 years, SD = 2.64) and 25 typically developing children and adolescents (mean age = 10.32 years, SD = 2.75) participated in this study. Cognitive and behavioral measures of executive and social functioning of children and adolescents in these groups were compared using multivariate analyses of variance. Moreover, the relationship between executive and social functioning was examined.

Results

Results showed significant group differences on working memory and attention, with controls outperforming children and adolescents with Noonan syndromes, even when controlling for crystallized intelligence. At a behavioral level, children and adolescents with Noonan syndromes experienced more executive function problems and more characteristics of attention-deficit/hyperactivity disorder and autism spectrum disorders in daily life than controls, even when controlling for crystallized intelligence. Positive relationships were found between behavioral measures of executive functions and characteristics of autism spectrum disorders.

Conclusion

Difficulties in working memory and attention seem to be key cognitive features in children and adolescents with Noonan syndromes. These difficulties occur alongside parental reports of executive function problems, characteristics of attention-deficit/hyperactivity disorder, and autism spectrum disorders.

Plain language summary

This Netherlands study examined executive and social functioning in 26 children and adolescents (7-17 years) with Noonan syndromes compared to 25 typically developing peers. Youth with Noonan syndromes showed relatively lower performance on working memory and attention, and in daily functioning. Parents reported more executive function problems, characteristics of attention deficit with hyperactivity, and autism spectrum disorders in the group with Noonan syndromes. These findings contribute new knowledge of cognitive and behavioral features of Noonan syndromes and underline the importance of individualized neuropsychological assessment in this population, especially in the context of functional impairments, such as learning and social problems.
目的本研究旨在研究Noonan综合征儿童和青少年的执行和社会功能,这有助于了解该人群的认知和行为特征以及可能的治疗方案。方法选取26例患有努南综合征(包括努南综合征、努南综合征合并多发痣、努南样综合征伴毛发生长期疏松)的儿童和青少年(平均年龄11.92岁,SD = 2.64)和25例发育典型的儿童和青少年(平均年龄10.32岁,SD = 2.75)作为研究对象。使用多变量方差分析比较这些组中儿童和青少年的执行和社会功能的认知和行为测量。此外,还研究了执行功能和社会功能之间的关系。结果显示,在工作记忆和注意力方面存在显著的组间差异,即使在控制结晶智力的情况下,对照组的表现也优于努南综合征儿童和青少年。在行为层面上,与对照组相比,患有努南综合征的儿童和青少年在日常生活中经历了更多的执行功能问题、更多的注意力缺陷/多动障碍和自闭症谱系障碍的特征,即使在控制结晶智力的情况下也是如此。执行功能的行为测量与自闭症谱系障碍的特征呈正相关。结论工作记忆和注意力障碍是儿童和青少年努南综合征的主要认知特征。这些困难与父母报告的执行功能问题、注意力缺陷/多动障碍的特征和自闭症谱系障碍一起出现。荷兰的这项研究检查了26名患有努南综合症的儿童和青少年(7-17岁)的执行和社会功能,并与25名正常发展的同龄人进行了比较。患有努南综合症的青少年在工作记忆、注意力和日常功能方面表现相对较差。在努南综合症组中,父母报告了更多的执行功能问题,多动症的注意缺陷特征和自闭症谱系障碍。这些发现为努南综合征的认知和行为特征提供了新的知识,并强调了在这一人群中进行个性化神经心理学评估的重要性,特别是在学习和社会问题等功能障碍的背景下。
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引用次数: 0
Suicidal Ideation Among Adolescents With Confirmed Maltreatment: Insights From the 2016-2020 Nationwide Emergency Department Sample 确认遭受虐待的青少年的自杀意念:来自2016-2020年全国急诊科样本的见解
Pub Date : 2025-05-09 DOI: 10.1016/j.jaacop.2025.05.001
Layne Wetherbee MSW, LCSW , Jason Carbone PhD , Hannah S. Szlyk PhD, LCSW , Alexander Hayek DO , Nathaniel A. Dell PhD, LCSW

Objective

Among adolescents, maltreatment is an established risk factor for suicidal ideation (SI). This study tests the relationship between different forms of maltreatment and SI encountered in emergency department (ED) settings.

Method

We used cross-sectional data from a nationally representative sample of ED visits from 2016 to 2020 that involved adolescents 12 to 17 years of age. We sought to characterize the relationship between forms of maltreatment and SI, to explore the relationship between perpetrator type and SI, and to analyze patterns in SI by maltreatment type.

Results

SI was significantly higher among ED visits with maltreated adolescents (7.05%) relative to ED visits without confirmed maltreatment (2.92%; p < .001). SI was documented most in cases of psychological maltreatment (32.85%), followed by multiple forms of maltreatment (24.72%), neglect (6.73%), physical abuse (6.43%), and sexual abuse (5.20%) (p < .001). SI was associated with payer in cases of neglect (p = .038) and sexual abuse (p < .001), sex in cases of physical abuse (p = .022) and sexual abuse (p = .016), and urban–rural status in cases of physical abuse (p = .044). Perpetrator type was differentially associated with SI (p < .001). A significant trend in SI-related ED visits was found by year (odds ratio = 1.12, p = .003) when adjusting for maltreatment type and demographic characteristics.

Conclusion

Study findings present new evidence on the relationship between maltreatment and SI encountered in ED settings. Suicide risk assessment for adolescents with maltreatment histories presenting to the ED is important for supporting the psychological health of this vulnerable population.

Plain language summary

Using a national sample of emergency department visits from 2016–2020, this study evaluates the relation between abuse and suicidal ideation in adolescents presenting to the emergency department (ED). Suicidal ideation was higher in youth with psychological abuse who were seen in the ED relative to other forms of abuse or neglect. These findings draw attention to the need for suicide screening and appropriate intervention in youth with a history of maltreatment.
目的在青少年中,虐待是自杀意念(SI)的危险因素。本研究检验不同形式的虐待与急诊科(ED)环境中SI之间的关系。方法:我们使用了2016年至2020年全国代表性ED就诊样本的横断面数据,涉及12至17岁的青少年。我们试图描述虐待形式与SI之间的关系,探索犯罪者类型与SI之间的关系,并通过虐待类型分析SI中的模式。结果受虐待青少年ED患者的si(7.05%)明显高于未受虐待青少年ED患者(2.92%;p < .001)。SI在心理虐待中最多(32.85%),其次是多种形式的虐待(24.72%)、忽视(6.73%)、身体虐待(6.43%)和性虐待(5.20%)(p < .001)。SI与忽视(p = 0.038)和性虐待(p < 0.001)、身体虐待(p = 0.022)和性虐待(p = 0.016)和身体虐待(p = 0.044)中的支付者有关。犯罪者类型与SI存在差异(p < .001)。在调整虐待类型和人口统计学特征后,发现si相关ED就诊的显著趋势(优势比= 1.12,p = 0.003)。结论研究结果为急诊科虐待与SI之间的关系提供了新的证据。对向急诊科提出有虐待史的青少年进行自杀风险评估对于支持这一弱势群体的心理健康非常重要。使用2016-2020年全国急诊科就诊样本,本研究评估了急诊科(ED)青少年虐待与自杀意念之间的关系。与其他形式的虐待或忽视相比,在急诊科看到的心理虐待青少年的自杀意念更高。这些发现引起人们对有虐待史的青少年进行自杀筛查和适当干预的必要性的关注。
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引用次数: 0
Seeking Care for Suicidal Thoughts and Actions: How COVID Affected Our Pediatric Patients 寻求自杀念头和行为的护理:COVID如何影响我们的儿科患者
Pub Date : 2025-05-08 DOI: 10.1016/j.jaacop.2025.04.009
Allison DeLetter MD , Lindsay Stafford DO , Adon F.G. Rosen PhD , David E. Bard PhD , Stephanie DeLeon MD

Objective

Suicide has been a leading cause death in adolescents nationally for years; the full effect of COVID-19 pandemic and social isolation on pediatric mental health and subsequent suicidality is not yet fully understood.

Method

This retrospective chart review describes trends in patients 4 to 17 years of age who presented to the emergency room or for hospital admission with suicidal thoughts or acts of self-harm from January 2012 to July 2022. Both change point and auto-regressive moving average (ARMA) models were fit to patient presentation numbers; expected change in presentation rates in pandemic months were compared to pre-pandemic time periods.

Results

There was an increasing pattern of suicidal ideation and self-harm presentations throughout the entire study period, with an average baseline increase of 0.015 patient presentations per week. Change point and ARMA models both demonstrated an increase in patient presentations around April 2020; ARMA modeling estimated 1.67 additional patient presentations per week above pre-pandemic model predictions.

Conclusion

In the pandemic time period, there were significantly more patient presentations for suicidal ideation and intentional self-harm than would have been expected based on pre-pandemic patterns. This volume has continued up to 2 years after the pandemic declaration and has both mental health access and resource implications.

Plain language summary

This retrospective chart review describes trends in patients 4 to 17 years of age who presented to a tertiary children’s hospital with suicidal thoughts or acts of self-harm from January 2012 to July 2022. There was an increasing pattern of suicidal ideation and self-harm presentations throughout the entire study period with a sharp increase in presentations in April 2020 coinciding with the onset of the COVID-19 pandemic. This increase lasted throughout the study period and represented an additional 2 patient presentations per week than predicted by pre-pandemic modeling.

Diversity & Inclusion Statement

One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. We actively worked to promote sex and gender balance in our author group.
多年来,自杀一直是全国青少年死亡的主要原因;COVID-19大流行和社会隔离对儿童心理健康和随后的自杀行为的全面影响尚不完全清楚。方法回顾性分析了2012年1月至2022年7月期间因自杀念头或自残行为而就诊于急诊室或住院的4至17岁患者的趋势。变化点和自回归移动平均(ARMA)模型都适合患者的表现数字;将大流行月份呈报率的预期变化与大流行前时期进行了比较。结果在整个研究期间,自杀意念和自残表现呈上升趋势,平均每周增加0.015例患者表现。变化点模型和ARMA模型都显示,在2020年4月左右,患者的就诊情况有所增加;ARMA模型估计,比大流行前模型预测每周多出现1.67例患者。结论在大流行期间,有自杀意念和故意自残的患者比基于大流行前模式的预期要多得多。该卷在大流行宣布后持续了两年,具有精神卫生可及性和资源影响。本回顾性图表综述描述了2012年1月至2022年7月在某三级儿童医院就诊的4至17岁有自杀念头或自残行为的患者的趋势。在整个研究期间,自杀意念和自残陈述的模式都在增加,2020年4月的陈述急剧增加,与COVID-19大流行的爆发相吻合。这种增加持续了整个研究期间,并且比大流行前模型预测的每周增加2例患者就诊。多样性和包容性声明本论文的一位或多位作者自认为是科学界一个或多个历史上未被充分代表的性和/或性别群体的成员。本文的一位或多位作者自认为患有残疾。我们积极地在我们的作者群体中促进性别和性别平衡。
{"title":"Seeking Care for Suicidal Thoughts and Actions: How COVID Affected Our Pediatric Patients","authors":"Allison DeLetter MD ,&nbsp;Lindsay Stafford DO ,&nbsp;Adon F.G. Rosen PhD ,&nbsp;David E. Bard PhD ,&nbsp;Stephanie DeLeon MD","doi":"10.1016/j.jaacop.2025.04.009","DOIUrl":"10.1016/j.jaacop.2025.04.009","url":null,"abstract":"<div><h3>Objective</h3><div>Suicide has been a leading cause death in adolescents nationally for years; the full effect of COVID-19 pandemic and social isolation on pediatric mental health and subsequent suicidality is not yet fully understood.</div></div><div><h3>Method</h3><div>This retrospective chart review describes trends in patients 4 to 17 years of age who presented to the emergency room or for hospital admission with suicidal thoughts or acts of self-harm from January 2012 to July 2022. Both change point and auto-regressive moving average (ARMA) models were fit to patient presentation numbers; expected change in presentation rates in pandemic months were compared to pre-pandemic time periods.</div></div><div><h3>Results</h3><div>There was an increasing pattern of suicidal ideation and self-harm presentations throughout the entire study period, with an average baseline increase of 0.015 patient presentations per week. Change point and ARMA models both demonstrated an increase in patient presentations around April 2020; ARMA modeling estimated 1.67 additional patient presentations per week above pre-pandemic model predictions.</div></div><div><h3>Conclusion</h3><div>In the pandemic time period, there were significantly more patient presentations for suicidal ideation and intentional self-harm than would have been expected based on pre-pandemic patterns. This volume has continued up to 2 years after the pandemic declaration and has both mental health access and resource implications.</div></div><div><h3>Plain language summary</h3><div>This retrospective chart review describes trends in patients 4 to 17 years of age who presented to a tertiary children’s hospital with suicidal thoughts or acts of self-harm from January 2012 to July 2022. There was an increasing pattern of suicidal ideation and self-harm presentations throughout the entire study period with a sharp increase in presentations in April 2020 coinciding with the onset of the COVID-19 pandemic. This increase lasted throughout the study period and represented an additional 2 patient presentations per week than predicted by pre-pandemic modeling.</div></div><div><h3>Diversity &amp; Inclusion Statement</h3><div>One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. We actively worked to promote sex and gender balance in our author group.</div></div>","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 4","pages":"Pages 1069-1075"},"PeriodicalIF":0.0,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145595048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Concurrent and Prospective Prediction of Suicidal Ideation in Adolescents Using Multimethod Data and Machine Learning: A Pilot Study 使用多方法数据和机器学习对青少年自杀意念的并发和前瞻性预测:一项试点研究
Pub Date : 2025-05-07 DOI: 10.1016/j.jaacop.2025.04.008
Lindsay Dickey MEd , Griffin B. Murch BS , Samantha Pegg MS , Anh Dao BA , Lisa Venanzi MEd , Madison Politte-Corn MS , George Abitante MS , Autumn Kujawa PhD

Objective

Despite an increased focus on prevention, rates of suicidal thoughts and behaviors have failed to decline and robust predictors have yet to be identified, highlighting a critical need to integrate multiple risk processes across methodological approaches in predictive models.

Method

The current pilot study leveraged machine learning with multimethod data to predict concurrent and prospective suicidal ideation (SI) in a sample of adolescents 14 to 17 years of age (N = 165) oversampled for depression and depression risk. Predictors included clinical diagnoses and comorbidity load, interviewer-rated chronic stress, self-reported internalizing symptoms, daily experiences of positive and negative affect, and neural measures of emotion processing and reward responsiveness. The presence or absence of SI was measured at baseline using self-report and a clinician interview. SI was self-reported again at a 6-month follow-up and was reassessed via a clinician interview approximately 1 year after baseline. Random forest classification models with a synthetic minority oversampling technique were implemented and cross-validated.

Results

Random forest classification outperformed logistic regression, predicting SI with high precision and recall both concurrently and prospectively (F1s = 0.81-0.85). Predictor importance analyses showed that cognitive symptoms of depression and average positive affect were prominent predictors across models. Surprisingly, chronic stress and neural measures demonstrated limited predictive utility.

Conclusion

Findings from this pilot study support the potential of machine learning algorithms with multimethod data in the prediction of SI in adolescence, although replication and extension are needed.

Plain language summary

Despite an increased focus on prevention, rates of suicidal thoughts and behaviors have failed to decline. This pilot study applied machine learning to multimethod data including clinical diagnoses, demographic information, life stress, daily emotion fluctuations, and neural markers to predict current and future suicidal ideation in a sample of adolescents at varying risk for depression. The machine learning algorithm was able to identify those with suicidal ideation better than traditional statistical approaches. Findings from this study support the potential of machine learning algorithms with multimethod data in the detection of suicidal ideation in youth.

Diversity & Inclusion Statement

We worked to ensure that the study questionnaires were prepared in an inclusive way. We worked to ensure sex and gender balance, as well as race, ethnic, and/or other types of diversity in the recruitment of human participants. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our ref
尽管人们越来越关注预防,但自杀念头和行为的发生率未能下降,而且尚未确定可靠的预测因素,这凸显了在预测模型中整合跨方法方法的多种风险过程的迫切需要。方法当前的试点研究利用机器学习和多方法数据来预测14至17岁青少年(N = 165)的抑郁和抑郁风险样本中并发和预期自杀意念(SI)。预测因素包括临床诊断和共病负荷、访谈者评定的慢性压力、自我报告的内化症状、积极和消极影响的日常体验、情绪处理和奖励反应的神经测量。在基线时使用自我报告和临床医生访谈来测量SI的存在或不存在。在6个月的随访中再次自我报告SI,并在基线后大约1年通过临床医生访谈重新评估SI。采用合成少数派过采样技术实现随机森林分类模型并进行交叉验证。结果随机森林分类预测SI的准确率和召回率均高于logistic回归(F1s = 0.81 ~ 0.85)。预测因子重要性分析显示,抑郁的认知症状和平均积极影响是各模型的显著预测因子。令人惊讶的是,慢性压力和神经测量显示出有限的预测效用。该初步研究的结果支持了机器学习算法在预测青少年SI方面的潜力,尽管还需要进一步的验证和推广。尽管人们越来越重视预防,但自杀念头和自杀行为的发生率并没有下降。本初步研究将机器学习应用于多方法数据,包括临床诊断、人口统计信息、生活压力、日常情绪波动和神经标记,以预测具有不同抑郁风险的青少年样本中当前和未来的自杀意念。与传统的统计方法相比,机器学习算法能够更好地识别出那些有自杀念头的人。这项研究的发现支持了机器学习算法与多方法数据在检测青少年自杀意念方面的潜力。多样性和包容性声明我们努力确保以包容性的方式准备研究问卷。我们努力确保性别和性别平衡,以及种族,民族和/或其他类型的多样性在招募人类参与者。在引用与本工作科学相关的参考文献的同时,我们也积极地在我们的参考文献列表中促进性别和性别平衡。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。本文的一位或多位作者自认为是科学界一个或多个历史上未被充分代表的性别和/或性别群体的成员。
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引用次数: 0
Environmental, Health, and Psychological Factors Predict Alcohol Sipping in Childhood: A Machine Learning Analysis of the ABCD Study 环境、健康和心理因素预测儿童饮酒:ABCD研究的机器学习分析
Pub Date : 2025-05-06 DOI: 10.1016/j.jaacop.2025.04.007
Gregory R. Niklason BS , Andrea M. Maxwell BS , Leyla R. Brucar MSc , Caroline Ostrand MA , Erich Kummerfeld PhD , Monica Luciana PhD , Anna Zilverstand PhD
<div><h3>Objective</h3><div>Extant research has focused on the risk factors for alcohol use in adolescence, but little work has examined these in childhood. Early alcohol sipping, defined here as sipping alcohol by ages 9 to 10, may be a unique and informative developmental precursor to future problematic alcohol use. This study employed machine learning to rank risk factors linked to early alcohol sipping by importance.</div></div><div><h3>Method</h3><div>Data from a subset of the Adolescent Brain Cognitive Development℠ (ABCD) Study sample were used (n = 10,707 children ages 9-10 years old; 48.1% girls). Two state-of-the-art machine learning techniques, eXtreme Gradient Boosting (XGBoost) and Shapley Additive exPlanations (SHAP), were combined to rank 341 environmental, 359 health, and 127 psychological factors and 1,332 indicators of brain function by their importance in classifying children with early alcohol sipping.</div></div><div><h3>Results</h3><div>The environmental classification model yielded the highest classification performance (area under the curve = 0.76; 95% CI, 0.749-0.774). Factors related to family norms, socioeconomic status, parental stress, and maternal alcohol use were most important for identifying a child with early alcohol sipping. The health classification model had the second highest performance (area under the curve = 0.68; 95% CI, 0.662-0.690), with sleep patterns, early puberty onset, and mental health symptoms the most important for classifying early sipping. The psychological model yielded the third highest classification performance (area under the curve = 0.65; 95% CI, 0.638-0.667) and linked negative affect, sensation seeking, impulsivity, and impaired reward processing to sipping. Models that included brain indices performed only marginally better than chance.</div></div><div><h3>Conclusion</h3><div>Taken together, these results suggest that the factors underlying early alcohol sipping are similar to the factors underlying problematic alcohol use later in life and that interventions targeting these early in life may be effective at preventing future alcohol use.</div></div><div><h3>Plain language summary</h3><div>Utilizing machine learning approaches, data from 10,707 children from the Adolescent Brain and Cognitive Development℠ (ABCD) Study was used to identify risk factors linked to taking a sip of alcohol before 9 to 10 years of age. Family-related factors such as parenting style, parental stress, socioeconomic status, and family rules around alcohol use were the most important risk factors for alcohol sipping in childhood. Health and psychological factors were the second most important, with sleep disruptions, negative emotional state, mental health symptoms, and sensation seeking being the most significant risk factors for early experimental alcohol use. These findings draw attention to important family and lifestyle targets for early intervention.</div></div><div><h3>Diversity & Inclusion Statement<
目的现有的研究主要集中在青少年饮酒的危险因素上,但很少有研究在儿童时期进行。早期饮酒,这里定义为9到10岁的饮酒,可能是未来有问题的饮酒的一个独特的和有信息的发展前兆。这项研究利用机器学习对与早期饮酒有关的风险因素进行重要性排序。方法使用青少年大脑认知发展℠(ABCD)研究样本子集的数据(n = 10,707名9-10岁儿童,其中48.1%为女孩)。两种最先进的机器学习技术,极限梯度提升(XGBoost)和沙普利加性解释(Shapley Additive exPlanations, SHAP),结合对341个环境因素、359个健康因素、127个心理因素和1332个脑功能指标的重要性,对儿童早期饮酒进行分类。结果环境分类模型的分类效果最好(曲线下面积= 0.76,95% CI为0.749 ~ 0.774)。与家庭规范、社会经济地位、父母压力和母亲饮酒有关的因素对于确定儿童早期饮酒是最重要的。健康分类模型的表现第二高(曲线下面积= 0.68;95% CI, 0.662-0.690),睡眠模式、青春期早期发作和心理健康症状是对早饮进行分类的最重要因素。心理模型的分类表现第三高(曲线下面积= 0.65;95% CI, 0.638-0.667),并将负面情绪、寻求感觉、冲动和奖励处理受损与啜饮联系起来。包含大脑指数的模型只比随机模型好一点点。综上所述,这些结果表明,早期饮酒的潜在因素与以后有问题的饮酒的潜在因素相似,针对生命早期这些因素的干预措施可能对预防未来的饮酒有效。利用机器学习方法,来自青少年大脑和认知发展(ABCD)研究的10,707名儿童的数据被用来识别与9至10岁之前饮用少量酒精相关的风险因素。家庭相关因素,如父母教养方式、父母压力、社会经济地位和家庭饮酒规则,是儿童时期饮酒的最重要风险因素。健康和心理因素是第二重要的因素,睡眠中断、消极情绪状态、心理健康症状和寻求感觉是早期实验性饮酒的最重要风险因素。这些发现引起了人们对早期干预的重要家庭和生活方式目标的关注。多样性和包容性声明在招募人类参与者时,我们努力确保性别和性别平衡。我们努力确保招募人类参与者的种族、民族和/或其他类型的多样性。我们努力确保研究问卷的编制具有包容性。我们努力确保选择非人类受试者时的性别平衡。本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。本文的一位或多位作者自认为是科学界一个或多个历史上未被充分代表的性和/或性别群体的成员。本文的一位或多位作者自认为患有残疾。我们积极地在我们的作者群体中促进性别和性别平衡。本文的一位或多位作者获得了一个旨在增加少数族裔在科学领域代表性的项目的支持。我们积极努力促进在我们的作者群体中纳入历史上代表性不足的种族和/或民族群体。在引用与本工作科学相关的参考文献的同时,我们也积极地在我们的参考文献列表中促进性别和性别平衡。在引用与本工作科学相关的参考文献的同时,我们还积极努力促进在我们的参考文献列表中纳入历史上代表性不足的种族和/或民族群体。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。
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引用次数: 0
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