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Strategies for Identifying Core Components of Programs: an Exploratory Descriptive Component Case Study of a Teen Pregnancy Prevention Program. 确定计划核心组成部分的策略:青少年预防怀孕计划的探索性描述性组成部分案例研究。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-10 DOI: 10.1007/s11121-026-01881-8
Russell Cole, Jean Knab, Emily Forrester

Studies of program components (i.e., the ingredients that make up programs) have risen from obscurity to join mainstream program evaluation approaches over the last two decades. Researchers and policymakers are interested in leveraging information about the effectiveness of program components to better address the needs of programs' intended populations and reduce disparities in outcomes. Identifying which components are responsible for improving outcomes can inform evaluation design, measurement, and the state of the evidence as well as program development, adaptation, fidelity, and scale-up. This paper summarizes strategies for conducting components research, and anchors those emerging best practices in a components case study of a teen pregnancy prevention program. It offers applied guidance on ways to define and operationalize components, and best practices in measurement and analysis that have emerged from this work. This paper will help guide the prevention field toward conducting more and better research that yields consensus about which components are most important for program effectiveness.

在过去的二十年中,对程序组件(即组成程序的成分)的研究已经从默默无闻上升到加入主流程序评估方法。研究人员和政策制定者对利用有关项目组成部分有效性的信息来更好地满足项目目标人群的需求并减少结果的差异感兴趣。确定哪些组成部分负责改善结果,可以为评估设计、测量和证据状态以及项目开发、适应、保真度和规模扩大提供信息。本文总结了进行组件研究的策略,并将这些新兴的最佳实践锚定在青少年怀孕预防计划的组件案例研究中。它提供了关于定义和操作组件的方法的应用指导,以及从这项工作中产生的测量和分析中的最佳实践。本文将有助于指导预防领域进行更多和更好的研究,从而就哪些组成部分对项目有效性最重要达成共识。
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引用次数: 0
eMoms and Teens for Safe Dates: a Single Arm Pre-post Study of Preliminary Efficacy. emm和青少年的安全约会:初步疗效的单组前后研究。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-09 DOI: 10.1007/s11121-026-01882-7
H L McNaughton Reyes, E G Armora Langoni, R J Macy, K E Moracco, V A Foshee

Background: Adolescents exposed to intimate partner violence between caregivers face heightened risk of adolescent dating violence (ADV), yet few family-based prevention programs have been tailored to this group or evaluated for their impact on theorized mechanisms of change.

Methods: This single-arm pilot study examined the preliminary efficacy of eMoms and Teens for Safe Dates (eMTSD), a brief, web-based program for IPV-exposed adolescents and their mothers. Participants were 101 mother-adolescent dyads recruited via community agencies and social media. All dyads completed a baseline survey and were asked to complete six modules together over 6 weeks. Follow-up data were collected from 85 mothers and 80 adolescents. Analyses assessed pre-post changes in factors targeted by the intervention and examined cross-sectional associations between these factors and baseline ADV victimization and perpetration.

Results: Significant changes in the expected direction were found for targeted adolescent (knowledge, perceived severity, and normative beliefs) and mother (knowledge, protection motivation beliefs) cognitions. Mothers and adolescents also showed gains in conflict-resolution skills and declines in adolescent emotion dysregulation approached significance. At the family level, frequency of communication and adolescent disclosure of dating behaviors/concerns improved significantly, with trends towards improvements in cohesion and communication quality. Many of the factors that changed were also associated with baseline ADV victimization or perpetration, supporting the relevance of program targets.

Conclusions: eMTSD shows promise for improving modifiable ADV-related risk and protective factors among IPV-exposed families. A randomized trial is needed to assess impacts on ADV outcomes and inform future scale-up.

背景:暴露于照顾者之间亲密伴侣暴力的青少年面临青少年约会暴力(ADV)的高风险,然而很少有针对这一群体的基于家庭的预防计划或评估其对理论变化机制的影响。方法:这项单臂试点研究检查了eMoms和青少年安全约会(eMTSD)的初步疗效,eMTSD是一个简短的基于网络的计划,针对暴露于ipv6的青少年及其母亲。参与者是通过社区机构和社交媒体招募的101对母亲-青少年夫妇。所有二人组都完成了一项基线调查,并被要求在6周内一起完成6个模块。随访数据来自85名母亲和80名青少年。分析评估了干预目标因素的前后变化,并检查了这些因素与基线ADV受害和实施之间的横断面关联。结果:目标青少年(知识、感知严重性和规范性信念)和母亲(知识、保护动机信念)的预期方向发生了显著变化。母亲和青少年的冲突解决能力也有所提高,青少年情绪失调程度的下降也接近显著水平。在家庭层面,沟通频率和青少年对约会行为/关注的披露显著改善,并有凝聚力和沟通质量改善的趋势。许多改变的因素也与基线ADV受害或犯罪有关,支持项目目标的相关性。结论:eMTSD有望改善ipvv暴露家庭中可改变的adva相关风险和保护因素。需要一项随机试验来评估对ADV结果的影响,并为未来的扩大提供信息。
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引用次数: 0
Using a Multicomponent Implementation Strategy to Increase Adoption and Effectiveness of a Universal Mental Health Prevention Program in Australian Primary Schools: a Cluster Randomized Trial Using a Type-3 Hybrid Design. 使用多组件实施策略提高澳大利亚小学普遍心理健康预防计划的采用和有效性:使用3型混合设计的集群随机试验
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-02-06 DOI: 10.1007/s11121-025-01870-3
Rachel Baffsky, Quincy J J Wong, Patricia Cullen, Aliza Werner-Seidler, Alison L Calear, Philip J Batterham, John W Toumbourou, Lauren McGillivray, Bridianne O'Dea, Rebecca Ivers, Michelle Torok

It has been demonstrated in multiple randomized trials that the PAX Good Behavior Game is an effective school-based program for reducing the severity and progression of childhood emotional and behavioral problems that are prognostic of mental disorders, personality disorders, and self-harm behavior in adolescence and early adulthood. Embedding effective programs into routine practices of frontline settings is a global priority for mental health prevention, however, little is known about what strategies effectively support program implementation in schools. The purpose of this study was to test the effect of a multicomponent implementation strategy on the adoption and efficacy of the PAX Good Behavior Game, using a cluster randomized controlled trial with a type-3 implementation-effectiveness design. The trial was conducted in 25 primary schools across New South Wales, Australia. Schools were randomly assigned to receive the PAX Good Behavior Game plus an implementation toolkit to support adoption (intervention group) or the PAX Good Behavior Game only (control group). The primary outcome was change in rate of program adoption, measured as current use or support of the PAX Good Behavior Game, first measured at 6 weeks post-registration (T0). The secondary effectiveness measure was change in students' emotional and behavioral problems, using the teacher-reported Strengths and Difficulties Questionnaire (SDQ). The first measure of the SDQ occurred at trial registration, prior to program implementation (T0). Both adoption and effectiveness were re-measured at 6 months post-registration (T1). All data were analyzed using intention-to-treat methods. Early program adoption was higher in the intervention group compared to control group (93.6% vs 45.2%: OR = 21.20, 95% CI [3.50, 128.45], z = 3.32, p < 0.001), with no differential effects at 6 months (96.8% vs 95.7%: OR = 1.21, 95% CI [0.16, 9.04], z = 0.18, p = 0.855). Emotional and behavioral problems reduced in both groups from baseline to 6 months (p < 0.001, d = - 0.25), with no differential effects observed at T1 (p = 0.474, d = - 0.08). There was a positive linear relationship between adoption and the perceived acceptability, appropriateness, and feasibility of the program for the pooled sample. It seems that providing implementation support early in the process of establishing new innovations in schools may help accelerate early adoption by increasing perceived appropriateness and acceptability, but uncertainty remains as to what support is needed to optimize implementation and effectiveness longer term. The protocol was retrospectively registered with the Australian New Zealand Clinical Trials Registry, ACTRN12621001125819.

在多个随机试验中,PAX良好行为游戏是一个有效的基于学校的项目,可以减少儿童情绪和行为问题的严重程度和进展,这些问题是青少年和成年早期精神障碍、人格障碍和自残行为的预后。将有效的项目嵌入到一线环境的日常实践中是全球心理健康预防的优先事项,然而,人们对哪些策略能有效地支持项目在学校的实施知之甚少。本研究的目的是测试多组件实施策略对PAX良好行为游戏的采用和有效性的影响,采用3型实施有效性设计的集群随机对照试验。这项试验在澳大利亚新南威尔士州的25所小学进行。学校被随机分配,接受PAX良好行为游戏和支持采用的实施工具包(干预组),或仅接受PAX良好行为游戏(对照组)。主要结果是程序采用率的变化,以当前PAX良好行为游戏的使用或支持来衡量,首次测量是在注册后6周(T0)。第二效度测量是学生情绪和行为问题的改变,使用教师报告的优势和困难问卷(SDQ)。SDQ的第一次测量发生在试验注册时,在计划实施之前(T0)。在注册后6个月(T1)重新测量采用率和有效性。所有数据均采用意向治疗法进行分析。干预组的早期项目采用率高于对照组(93.6% vs 45.2%: OR = 21.20, 95% CI [3.50, 128.45], z = 3.32, p
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引用次数: 0
Validation of the Observational Assessment Tool for Tailoring (OATT). 观察性裁剪评估工具(OATT)的验证。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-30 DOI: 10.1007/s11121-026-01879-2
Emily S Fu, James L Merle, Cady Berkel, C Hendricks Brown, Sarah Philbin, Yiqing Fan, Jenna L McGinnis, Dania Demauro, Ariana DiGregorio, Janeth Litchey, Justin D Smith

Individually tailored interventions can address the myriad multi-level determinants of chronic health conditions. Limited measurement modalities to quantify tailoring disallow examining "active ingredient" effects on outcomes and implementation fidelity. The objective of this study is to develop and validate the Observational Assessment Tool for Tailoring (OATT) for behavioral prevention interventions. We developed the OATT and coded n = 172 videorecorded sessions from two trials of the Family Check-Up® 4 Health (FCU4Health), an individually tailored prevention and management program for behavioral health and obesogenic behaviors with English and Spanish-speaking participants. The sample was culturally diverse (> 65% Hispanic/Latino). Confirmatory factor analysis (CFA) tested the two-factor model. McDonald's Omega estimated internal consistency. Discriminant and predictive validity tests were conducted with FCU4Health fidelity, engagement, and health behavior outcomes, informed by the Implementation Cascade Model. CFA confirmed a two-factor structure for both trials (i.e., RMSEA ≤ 0.06, CFI and TLI of ≥ 0.95, SRMR < 0.08 chi-square p ≥ 0.05). Reliability and inter-rater reliability were good (ICC > 0.77) for both trials and English and Spanish videos. The OATT was not correlated (p > 0.05) with discriminant validity variables. Path analysis for predictive validity indicated that fidelity to the Individualized Treatment Planning factor directly predicts improvements in participant engagement (B = 0.16, p = 0.01, 95% CI [0.03-0.29]), which directly predicts improvements in parent health behaviors 12 months post-baseline (B = 0.18, p = 0.01, 95% CI [0.02-0.34]). The development of the OATT is a critical step to measure and guide tailored intervention development, implementation, and evaluation. Future studies are needed to replicate predictive validity findings and test the OATT factor structure with larger samples and different prevention initiatives.

量身定制的干预措施可以解决慢性健康状况的无数多层决定因素。量化裁剪的有限测量方式不允许检查“有效成分”对结果和实施保真度的影响。本研究的目的是开发和验证行为预防干预的观察评估工具(OATT)。我们开发了OATT,并编码了来自家庭健康检查(FCU4Health)的两项试验的n = 172个视频记录,FCU4Health是一项针对行为健康和肥胖行为的个性化预防和管理计划,参与者为英语和西班牙语。样本具有文化多样性(约65%为西班牙裔/拉丁裔)。验证性因子分析(CFA)检验了双因素模型。麦当劳的欧米茄估计了内部一致性。采用fcu4健康保真度、参与度和健康行为结果进行判别和预测效度测试,采用实施级联模型。CFA证实了两项试验以及英语和西班牙语视频的双因素结构(即RMSEA≤0.06,CFI和TLI≥0.95,SRMR 0.77)。OATT与判别效度变量不相关(p < 0.05)。预测效度的通径分析表明,对个性化治疗计划因素的忠实度直接预测参与者参与的改善(B = 0.16, p = 0.01, 95% CI[0.03-0.29]),直接预测基线后12个月父母健康行为的改善(B = 0.18, p = 0.01, 95% CI[0.02-0.34])。制定OATT是衡量和指导量身定制的干预措施的制定、实施和评估的关键步骤。未来的研究需要用更大的样本和不同的预防措施来重复预测效度的发现,并测试OATT因子结构。
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引用次数: 0
Effectiveness of an mHealth Intervention to Help Parents Prevent Early-Onset Alcohol Involvement: Findings from a Pilot of a Randomized Waitlist Control Trial. 移动健康干预帮助父母预防早发性饮酒的有效性:来自随机候补名单对照试验的试验结果。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-20 DOI: 10.1007/s11121-025-01875-y
Nisha Gottfredson O'Shea, Marina Stranieri Pearsall, Melissa B Gilkey, H Luz McNaughton Reyes, Susan T Ennett

A quarter of 11-year-old children in the USA have tried alcohol, typically provided by parents. Parents are the primary source of alcohol socialization for preteens, yet many are unaware of their influence and lack tools to discourage early-onset alcohol involvement (EOAI). We piloted BIPAS Alcohol, an mHealth intervention grounded in social cognitive theory, to prevent alcohol socialization. In this two-arm randomized waitlist control trial, 132 parents were randomized to receive BIPAS Alcohol immediately or after a 3-month delay. Self-reported outcomes were assessed at baseline and at 3 months. We analyzed intent-to-treat (ITT) effects using generalized linear models. We also tested moderation of intervention exposure by parental alcohol use frequency. BIPAS Alcohol improved parents' alcohol prevention beliefs, attitudes, and behaviors, including parenting self-efficacy, permissive beliefs, communication with other caregivers, alcohol socialization, and allowing sips. In moderation analyses, parent alcohol use frequency was associated with weaker effects on alcohol access and stronger effects on allowance of sipping. Moderation analyses suggested stronger effects on permissive beliefs and allowance of sips and weaker effects on alcohol access among parents who drank more frequently. BIPAS Alcohol is a promising preventive intervention for delaying EOAI. Its long-term effectiveness should be confirmed using a larger, more diverse sample.

在美国,四分之一的11岁儿童尝试过酒精,通常是由父母提供的。父母是青春期前酒精社会化的主要来源,但许多人没有意识到他们的影响,也缺乏阻止早期酒精参与(EOAI)的工具。我们试点了BIPAS酒精,一种基于社会认知理论的移动健康干预,以防止酒精社会化。在这项两组随机候补对照试验中,132名家长被随机分配立即或延迟3个月后接受BIPAS酒精治疗。自我报告的结果在基线和3个月时进行评估。我们使用广义线性模型分析了意向治疗(ITT)效应。我们还测试了父母饮酒频率对干预暴露的调节作用。BIPAS酒精改善了父母预防酒精的信念、态度和行为,包括父母自我效能感、宽容信念、与其他照顾者的沟通、酒精社会化和允许小口饮酒。在适度分析中,父母酒精使用频率对酒精获取的影响较弱,而对饮用量的影响较强。适度分析表明,饮酒频繁的父母对宽容信念和允许小口饮酒的影响更大,对酒精接触的影响更弱。BIPAS酒精是一种很有希望延缓EOAI的预防性干预措施。它的长期有效性应该用更大、更多样化的样本来证实。
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引用次数: 0
Exploring Profiles of Risk and Protective Factors Among Youth Mentees: For Whom Does Mentoring Work? 青年徒弟的风险与保护因素探讨:师徒对谁有效?
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-16 DOI: 10.1007/s11121-026-01878-3
Margaret Meldrum, Michael D Lyons

Youth mentoring programs are an increasingly popular intervention and prevention strategy to promote positive youth development and to address a range of youth needs. Past research shows positive, albeit moderate, effects of mentoring across multiple domains, but there is evidence that suggests heterogeneity in treatment outcomes. Several studies have examined the role of risk factors in mentoring outcomes, but less is known about the role of protective factors. This study examines the extent to which ecological factors outside of the mentoring relationship, specifically, youth risk factors and existing social support, play a role in the effectiveness of mentoring in promoting adaptive coping outcomes, as measured by academic achievement, self-efficacy, and expectations. Using a person-centered approach, we examined (1) whether there were distinct profiles of youth participating in mentoring using mentee risk factors and existing social support as indicators; (2) associations between profiles and youth race/ethnicity and gender; and (3) whether profiles differed in post-program adaptive coping outcomes. Two classes of youth were identified. One class reported higher risk factor presence and higher social support and was more likely to be youth of color. The second class reported lower risk factor presence and lower social support. Classes did not differ in their adaptive coping outcomes. The implications of these findings for mentoring programs and further research are discussed.

青年辅导计划是一种日益流行的干预和预防策略,以促进积极的青年发展和解决青年的一系列需求。过去的研究表明,指导在多个领域的效果是积极的,尽管是适度的,但有证据表明,治疗结果存在异质性。有几项研究调查了风险因素在指导结果中的作用,但对保护因素的作用知之甚少。本研究考察了师徒关系之外的生态因素,特别是青年风险因素和现有社会支持,在指导促进适应性应对结果的有效性中发挥作用的程度,以学业成绩、自我效能感和期望为衡量标准。采用以人为本的方法,我们以学员风险因素和现有社会支持为指标,检验了(1)参与辅导的青年是否有不同的特征;(2)剖面图与青年种族/民族和性别之间的关联;(3)项目后适应性应对结果是否存在差异。青年分为两类。一个班级报告了更高的风险因素存在和更高的社会支持,更有可能是有色人种的年轻人。第二类报告的风险因素存在程度较低,社会支持也较低。不同班级在适应性应对结果上没有差异。这些发现对指导计划和进一步研究的意义进行了讨论。
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引用次数: 0
Been There, Done That, and Now I'm Giving Back: Perspectives from Mentors and Administrators in Community Violence Intervention Programs. 去过那里,做过那件事,现在我要回馈:来自社区暴力干预项目导师和管理人员的观点。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-16 DOI: 10.1007/s11121-026-01877-4
Kristian Jones, Jarvis Duckworth, Chloe Fetters, Biruktawit Galoro, Ali Rowhani-Rahbar

Black young people are at high risk for firearm homicide in the USA. A promising intervention for mitigating firearm-related injuries and deaths is mentoring provided by individuals with specific lived experiences with firearm violence and trauma (e.g., credible messengers, violence interrupters) in community violence intervention (CVI) programs. The purpose of this study was to identify the factors through which mentoring interventions in CVI programs could cultivate protective factors (e.g., social support) that prevent interpersonal firearm violence. Semi-structured interviews were conducted with 20 mentors and program administrators in CVI programs in Washington State to examine their insights on the components of mentoring interventions that could work towards preventing firearm violence. A framework was developed through the use of a constructivist grounded theory methodology to capture the components within mentoring interventions in CVI programs aiming to prevent firearm violence among marginalized young people in communities disproportionately impacted by community firearm violence. Implications for both mentoring and CVI research are outlined in the manuscript.

在美国,黑人年轻人是枪支杀人的高危人群。减轻与枪支有关的伤害和死亡的一种有希望的干预措施是,在社区暴力干预方案中,由具有枪支暴力和创伤具体生活经历的个人(例如,可靠的信使、暴力中断者)提供指导。本研究的目的是找出在CVI计划中,透过辅导干预来培养保护性因素(例如社会支持),以防止人际间的枪支暴力。我们对华盛顿州CVI项目的20位导师和项目管理人员进行了半结构化访谈,以考察他们对指导干预措施的组成部分的见解,这些干预措施可以防止枪支暴力。通过使用建构主义理论为基础的方法,开发了一个框架,以捕捉CVI项目中指导干预的组成部分,该项目旨在防止社区中受到社区枪支暴力不成比例影响的边缘化年轻人的枪支暴力。指导和CVI研究的含义都概述在手稿中。
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引用次数: 0
Impact VR: Building Socioemotional Resilience in Youth with Conduct Disorder. 影响虚拟现实:在有行为障碍的青少年中建立社会情绪弹性。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-15 DOI: 10.1007/s11121-025-01876-x
Nicholas D Thomson, Jessica J James, Victoria Blondell, Robert Perera, Laura Hazlett, Scott Vrana

Adolescents with conduct disorder (CD) often exhibit deficits in emotion recognition, strained parent and peer relationships, and elevated social stress. This randomized controlled trial tested Impact VR, a brief, immersive socioemotional intervention, with the aim of building protective factors and improving socioemotional functioning among youth with CD. A total of 110 adolescents with CD (Mage = 13.79; 58% male) were randomized to either the Impact VR intervention or an active control. Outcomes were assessed at baseline, post-intervention, and 3-month follow-up, including emotion recognition accuracy (ER40 total and subscales: fear, sadness, anger, happy, neutral), self-reported peer relationships, parent relationships, and social stress. Mixed-effects models controlled for baseline scores. Impact VR produced significant improvements in ER40 total accuracy (d = 0.74, p < .001), with specific gains for fear (d = 0.54, p < .001), sadness (d = 0.75, p < .001), and anger (d = 0.50, p = .014). No group differences emerged for happy (p = .126) or neutral (p = .050). Impact VR participants also reported stronger peer relationships (d = 0.58, p = .002) and parental relationships (d = 0.54, p < .001), and reductions in social stress at the 3-month follow-up (d = 0.53, p < .001). Findings demonstrate that even brief, scalable interventions delivered through immersive virtual experiences can yield meaningful improvements in socioemotional functioning for adolescents with CD. Impact VR represents a promising, engaging, and developmentally sensitive addition to the prevention science toolbox.

青少年行为障碍(CD)往往表现出情感识别缺陷,紧张的父母和同伴关系,和社会压力升高。这项随机对照试验测试了Impact VR,这是一种简短的沉浸式社会情感干预,旨在建立保护因素并改善CD青少年的社会情感功能。共有110名CD青少年(Mage = 13.79, 58%为男性)被随机分为Impact VR干预组和主动对照组。结果在基线、干预后和3个月的随访中进行评估,包括情绪识别的准确性(ER40总分和亚量表:恐惧、悲伤、愤怒、快乐、中性)、自我报告的同伴关系、父母关系和社会压力。混合效应模型控制基线分数。Impact VR显著提高了ER40的总准确性(d = 0.74, p
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引用次数: 0
Addressing Health Disparities through Community Engagement in Artificial Intelligence-Driven Prevention Science. 通过社区参与人工智能驱动的预防科学来解决健康差距。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-14 DOI: 10.1007/s11121-025-01863-2
Emily E Haroz, Novalene Goklish, Adrienne Dillard, Roy Adams, Sheana S Bull, Ricardo F Gonzalez-Fisher, Pamela Valenza, Spero M Manson, Roland J Thorpe

Artificial intelligence and machine learning (AI/ML) in prevention science may improve or perpetuate health inequities. Community engagement is one proposed strategy thought to empirically mitigate bias in AI/ML tools. We outline how to incorporate community engagement at every stage of the model development and implementation. Borrowing from a framework for phases of prevention research, we describe the value and application of engaging communities to help shape more rigorous and relevant applications of AI/ML for prevention science. We provide concrete examples from real-world applications, including efforts in suicide prevention with Indigenous communities, on chronic disease prevention for Hispanic and Latino populations, and a community-driven effort to leverage AI/ML to improve allocation of resources focused on social determinants of health for Native Hawaiians. This work aims to provide applied examples of how community-engagement has been incorporated into AI/ML development and implementation, with the goal of encouraging those in the prevention science field to consider the voices of the community as the use of such tools grows. Engaging with the community around AI/ML is critical to ensure these tools reach populations in need and advance health equity for all.

预防科学中的人工智能和机器学习(AI/ML)可能会改善或延续卫生不公平现象。社区参与是一种被提议的策略,可以从经验上减轻AI/ML工具中的偏见。我们概述了如何在模型开发和实施的每个阶段纳入社区参与。借鉴预防研究阶段的框架,我们描述了参与社区的价值和应用,以帮助塑造更严格和相关的AI/ML预防科学应用。我们提供了来自现实世界应用的具体例子,包括与土著社区一起预防自杀的努力,西班牙裔和拉丁裔人口的慢性病预防,以及社区驱动的利用AI/ML改善资源分配的努力,重点关注夏威夷原住民健康的社会决定因素。这项工作旨在提供如何将社区参与纳入人工智能/机器学习开发和实施的应用示例,目的是鼓励预防科学领域的人员考虑社区的声音,因为这些工具的使用越来越多。与社区就人工智能/机器学习进行接触,对于确保这些工具能够惠及有需要的人群并促进所有人的卫生公平至关重要。
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引用次数: 0
Systematic Review of Organizational Strategies to Promote the Sustainability and Scale-Up of Mental Health Interventions to Advance Youth Psychological Wellbeing. 促进持续及扩大精神卫生干预措施以促进青少年心理健康的组织策略系统检讨。
IF 2.7 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-10 DOI: 10.1007/s11121-025-01874-z
Nardos Tesfay, Tina M Olsson, Timea Jakobsson, Paola Violasdotter Nilsson, Therése Skoog

This systematic review synthesizes empirical research on organizational strategies that support the sustainability and scale-up of community-based interventions designed to promote youth psychological well-being. While research has established the effectiveness of youth mental health interventions in community contexts, less is understood about the processes that ensure their long-term sustainability and scale-up. A search across seven databases yielded 27 eligible empirical studies (2003-2025) including peer-reviewed and grey literature. The Synthesis without Meta-analysis (SWiM) and the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) standards provided a framework for conducting and documenting the review. Evaluations of methodological quality were carried out using Strengthening the Reporting of Observational Studies in Epidemiology (STROBE), Consolidated Standards of Reporting Trials (CONSORT), and the Critical Appraisal Skills Programme (CASP). Two dominant strategies for intervention retention and effectiveness were identified: training and technical assistance (12 studies, 44%) and capacity building with implementation support (12 studies, 44%). The main barriers to sustainability and scale-up were reported as staffing as well as other resource limitations (financial, human, and technical), while facilitators included strong communication and leadership, sufficient funding and partnerships, and access to training and technology. Eleven studies (41%) sustained interventions beyond the initial funding period, with key factors including intervention fidelity, agency incentives, organizational support, therapist retention, and stakeholder engagement. The findings highlight the potential benefits of embedding sustainability and scale-up strategies in the pre-implementation phase, anticipating foreseeable barriers, and considering intervention fidelity, workforce stability, and organizational readiness as important precursors to sustainability and scale-up.

本系统综述综合了支持旨在促进青少年心理健康的社区干预措施的可持续性和规模的组织战略的实证研究。虽然研究已经确定了社区背景下青年心理健康干预措施的有效性,但对确保其长期可持续性和扩大规模的过程了解较少。通过对7个数据库的搜索,得出了27项符合条件的实证研究(2003-2025),包括同行评议的文献和灰色文献。无荟萃分析的综合(SWiM)和系统评价和荟萃分析的首选报告项目(PRISMA)标准为进行和记录评价提供了框架。采用加强流行病学观察性研究报告(STROBE)、合并试验报告标准(CONSORT)和关键评估技能计划(CASP)对方法学质量进行评估。确定了两种主要的干预措施保留和有效性策略:培训和技术援助(12项研究,44%)和能力建设与实施支持(12项研究,44%)。据报告,可持续性和扩大的主要障碍是人员配置以及其他资源限制(财政、人力和技术),而促进因素包括强有力的沟通和领导、充足的资金和伙伴关系以及获得培训和技术的机会。11项研究(41%)在最初的资助期之后持续进行干预,关键因素包括干预保真度、机构激励、组织支持、治疗师保留和利益相关者参与。研究结果强调了在实施前阶段嵌入可持续性和规模扩大战略的潜在好处,预测可预见的障碍,并将干预保真度、劳动力稳定性和组织准备作为可持续性和规模扩大的重要先决条件。
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