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Using Generalized Linear Mixed Models in the Analysis of Count and Rate Data in Single-case Eperimental Designs: A Step-by-step Tutorial. 在单例实验设计中使用广义线性混合模型分析计数和速率数据:一步一步的教程。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-03-01 Epub Date: 2024-12-11 DOI: 10.1177/01632787241259500
Haoran Li, Eunkyeng Baek, Wen Luo, Wenyi Du, Kwok Hap Lam

Generalized linear mixed models (GLMMs) have great potential to deal with count and rate data in single-case experimental designs (SCEDs). However, applied researchers face challenges to apply such an advanced approach in their own studies. Hence, our study aimed to provide a tutorial and demonstrate a step-by-step procedure of using GLMMs to handle SCED count and rate outcomes. We utilized an empirical examplewith a purpose to examine the effect of prelinguistic milieu teaching (PMT) on prelinguistic intentional communication for six school-age children with autism. The outcomes were sustained intentional communication (frequency count) and initiated intentional communication (rate). A step-by-step analytical approach with GLMMs was illustrated and associated R and SAS code was provided. The results overall supported the original conclusions of the effectiveness of PMT, whereas additional evidence regarding the precise estimate of the individual treatment effect and between-case variation of the treatment effect were also interpreted. The implications of the similarities and differences between the findings based on GLMMs and from the original study were discussed.

广义线性混合模型(glmm)在处理单例实验设计(SCEDs)中的计数和速率数据方面具有很大的潜力。然而,应用研究人员在自己的研究中应用这种先进的方法面临着挑战。因此,我们的研究旨在提供一个教程,并演示一个逐步使用glmm来处理SCED计数和评分结果的过程。本文采用实证研究的方法,探讨了前语言环境教学对6名学龄期自闭症儿童语前意向交际的影响。结果是持续的故意沟通(频率计数)和开始的故意沟通(率)。说明了glmm的逐步分析方法,并提供了相关的R和SAS代码。结果总体上支持PMT有效性的原始结论,而关于个体治疗效果的精确估计和治疗效果的病例间差异的额外证据也被解释。讨论了基于glmm的研究结果与原始研究结果的异同。
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引用次数: 0
Evaluation of a Parenting Program for Mothers With a Borderline Personality Disorder: A Multiple Baseline Single-Case Experimental Design Study. 对患有边缘型人格障碍的母亲的养育方案的评价:一项多基线单例实验设计研究。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-03-01 Epub Date: 2024-12-11 DOI: 10.1177/01632787241288218
Daan E Vigeveno, Marija Maric, Patrick Onghena, Monique Hupkes

Parents with borderline personality disorder (BPD) experience deficiencies in parenting skills leading to increased family burden, stress, mental health problems in children and even family violence. The present study evaluated a Dutch version of the parenting training based on Dialectical Behavior Therapy (DBT) for mothers with BPD. A multiple baseline single-case experimental design study was conducted with standardized and idiosyncratic assessments of parenting behavior and parental stress before, biweekly during, and after training. Participants (N = 10) were mothers with a BPD diagnosis with a child under the age of 6. Four participants discontinued the training. Among six training completers, clinically reliable improvements in parenting skills were most pronounced for inconsistent discipline, involvement, positive parenting and corporal punishment. Frequent, idiosyncratic assessments showed that for six mothers training had a positive effect on parenting skills, while for five mothers this effect was large. Overall, less improvement was found for parenting stress. DBT parenting training seems to have clinical value for mothers with BPD struggling with raising their children. Most prominent improvement was found in relation to mothers disciplining their child in a more consistent manner. The complexity and heterogeneity of mothers with BPD requires a more idiosyncratic, patient-centered approach. This study was registered (retrospectively) in ISRCTN (ID ISRCTN74447767). https://www.isrctn.com/ISRCTN74447767, March 2022.

患有边缘型人格障碍(BPD)的父母在育儿技能方面存在缺陷,导致家庭负担增加,压力增加,儿童出现精神健康问题,甚至家庭暴力。本研究以辩证行为疗法(DBT)为基础,对荷兰版的BPD母亲教养训练进行评估。一项多基线单例实验设计研究在训练前、训练中和训练后对父母行为和父母压力进行了标准化和特殊的评估。参与者(N = 10)是诊断为BPD的母亲,有一个6岁以下的孩子。四名参加者停止了培训。在六名完成培训的孩子中,在不一致的管教、参与、积极的育儿和体罚方面,育儿技巧的临床可靠改善最为明显。频繁的、特殊的评估显示,对6位母亲来说,培训对育儿技能有积极影响,而对5位母亲来说,这种影响更大。总体而言,育儿压力方面的改善较少。DBT育儿训练似乎对那些挣扎着抚养孩子的BPD母亲有临床价值。最显著的改善是与母亲以更一致的方式管教孩子有关。BPD母亲的复杂性和异质性需要一种更特殊的、以患者为中心的方法。该研究在ISRCTN (ID ISRCTN74447767)中回顾性注册。https://www.isrctn.com/ISRCTN74447767, 2022年3月。
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引用次数: 0
Acknowledgement of Reviewers for 2024. 2024年审稿人致谢。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-07 DOI: 10.1177/01632787251313677
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引用次数: 0
Commentary: Bridging and Reducing the Gaps Between Research and Practice: Pathways to Outcomes and the Interactive Systems Framework for Dissemination and Implementation 2.0. 评论:缩小研究与实践之间的差距:成果之路与传播和实施互动系统框架 2.0》。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 Epub Date: 2024-11-10 DOI: 10.1177/01632787241299820
Abraham Wandersman, Brittany S Cook, Kristina Clark, Paul Flaspohler, Amber Watson, Andrea E Lamont

There are many ways proposed to achieve better societal outcomes (e.g., in health, education, and well-being) including: (1) bridging research and practice, (2) building the motivation and capacity of service delivery organizations (e.g., schools, hospitals, clinics, and community-based organizations) to innovate, and (c) providing service delivery systems with high-quality support via training and technical assistance. The Interactive Systems Framework for Dissemination and Implementation (ISF) was developed to describe how relevant systems, organizations, and processes can interact and work toward these goals. Stimulated by the 13 articles contained in the two special issues of Strengthening the Science and Practice of Implementation Support: Evaluating the Effectiveness of Training and Technical Assistance Centers, we describe several enhancements to the ISF including: how service delivery systems can operate better, how motivation and capacity can be built, and how training and technical assistance centers can provide more evidence-informed technical assistance and other promising innovations. ISF 2.0 incorporates these and other enhancements with the goal of achieving better outcomes. We conclude that the actions and accountability of funders and of organizations and systems to funders would accelerate progress in the systems to achieve outcomes-and result in improving the science and practice of implementation support.

为取得更好的社会成果(如在健康、教育和福利方面),提出了许多方法,包括:(1) 沟通研究与实践,(2) 培养服务提供组织(如学校、医院、诊所和社区组织)的创新动力和能力,以及 (c) 通过培训和技术援助为服务提供系统提供高质量的支持。传播与实施互动系统框架(ISF)的开发是为了描述相关系统、组织和流程如何相互作用并为实现这些目标而努力。加强实施支持的科学与实践》两期特刊中的 13 篇文章激发了我们的灵感:在《加强实施支持的科学与实践:评估培训和技术援助中心的有效性》两期特刊中 13 篇文章的激励下,我们介绍了 ISF 的几项改进措施,包括:服务提供系统如何更好地运行,如何提高积极性和能力,以及培训和技术援助中心如何提供更多有实证依据的技术援助和其他有前途的创新。ISF 2.0 包含了这些及其他改进措施,目标是取得更好的成果。我们的结论是,资助者以及组织和系统对资助者的行动和问责将加快系统的进展,以实现成果,并改进实施支持的科学和实践。
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引用次数: 0
Developing a Set of Standardized Core Principles and Methods Across Multiple Training and Technical Assistance Centers. 为多个培训和技术援助中心制定一套标准化的核心原则和方法。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 Epub Date: 2024-10-18 DOI: 10.1177/01632787241291052
Lynn R Holdheide, David D Osher, Victoria L Cirks, Elizabeth Chagnon

Despite a growing body of research demonstrating the value of using evidence-based programs and practices (EBPPs) to address health and education issues, the gap between research evidence and practice in education and human services continues to be a vexing problem. Technical assistance (TA) is widely accepted as a key strategy to support evidence-based programs and practices (EBPP) uptake and implementation. However, little is known about how TA practices are used in TA delivery. Moreover, little attention has been paid to building the capacity of TA providers and assessing the fidelity of the implementation of TA practices. The case example presented in this article describes one organization's efforts to develop common language and definitions of TA services, core principles, and methods, and to standardize the delivery of TA by enhancing the capacity and retention of TA providers. We conclude with recommendations about how like organizations can employ similar efforts to improve the quality and consistency of TA delivery, thereby establishing a foundation for building a strong evidence base.

尽管越来越多的研究表明,使用循证计划和实践(EBPPs)来解决健康和教育问题很有价值,但教育和人类服务领域的研究证据与实践之间的差距仍然是一个令人头疼的问题。技术援助(TA)被广泛认为是支持循证项目和实践(EBPP)吸收和实施的关键策略。然而,人们对技术援助提供过程中如何使用技术援助实践知之甚少。此外,人们也很少关注技术援助提供者的能力建设以及对技术援助实践实施的忠实性进行评估。本文介绍的案例描述了一个组织如何努力为技术援助服务、核心原则和方法制定共同的语言和定义,并通过提高技术援助提供者的能力和留住他们来规范技术援助的提供。最后,我们就类似组织如何通过类似努力来提高技术援助服务的质量和一致性提出了建议,从而为建立强大的实证基础奠定基础。
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引用次数: 0
Commentary: Strengthening System Readiness for Health Interventions: Lessons for Implementing Interventions and Implementation Support in Low-And Middle-Income Countries. 评论:加强卫生干预措施的系统准备:中低收入国家实施干预措施和实施支持的经验教训。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 Epub Date: 2024-11-03 DOI: 10.1177/01632787241295322
Hongtu Chen, Komatra Chuengsatiansup, Dylan R Wong, Siranee Sihapark, Thawatchai Krisanaprakornkit, Bussabong Wisetpholchai, Sirinart Tongsiri, Ladson Hinton, Dolores Gallagher-Thompson, Abraham Wandersman, Andrea H Marques, Andrea E Lamont, Sue E Levkoff

In low- and middle-income countries (LMICs), barriers such as low system readiness, contextual mismatches, and resource limitations impede effective implementation of evidence-based interventions. This commentary offers insights into overcoming these challenges with a case study of the PRISM project, designed to reduce behavioral and psychological symptoms of dementia in older adults living in Thailand. The case highlights how combining two evidence-based models - the Reducing Disability in Alzheimer's Disease clinical intervention and the Getting To Outcomes implementation science process enhances program success. Using interviews with stakeholders across various health system levels, we identify factors critical to successful program implementation: (1) integrating interventions into policy frameworks, (2) empowering local implementers, (3) fostering collaborative learning, and (4) adapting interventions to local contexts. The case demonstrates that building system readiness through local engagement and ownership is central to scaling up health programs in LMICs. This commentary's contribution lies in its emphasis on the role of implementation science as a vehicle for translating research into practice. It presents a practical, adaptive model for embedding interventions into routine health systems, thereby offering a pathway for successfully scaling up evidence-based programs in LMICs. Such findings provide lessons for overcoming barriers to implementation in resource-limited environments.

在中低收入国家(LMICs),系统准备不足、环境不匹配和资源限制等障碍阻碍了循证干预措施的有效实施。本评论通过 PRISM 项目的案例研究为克服这些挑战提供了见解,该项目旨在减少泰国老年人痴呆症的行为和心理症状。该案例强调了如何结合两种循证模式--"减少阿尔茨海默病致残率 "临床干预和 "取得成果 "实施科学流程--来提高项目的成功率。通过对不同卫生系统层面的利益相关者进行访谈,我们确定了项目成功实施的关键因素:(1)将干预措施纳入政策框架,(2)增强当地实施者的能力,(3)促进合作学习,以及(4)根据当地情况调整干预措施。该案例表明,通过地方参与和自主权来建立系统准备就绪状态,对于在低收入和中等收入国家推广卫生项目至关重要。本评论的贡献在于强调了实施科学作为将研究转化为实践的工具的作用。它提出了一个将干预措施纳入常规卫生系统的实用、适应性模式,从而为在低收入、中等收入国家成功推广循证项目提供了一条途径。这些发现为克服资源有限环境中的实施障碍提供了经验。
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引用次数: 0
Barriers and Facilitators to Adopting a Systematic, Proactive, Evidence-Informed Technical Assistance System. 采用系统、积极、循证技术援助系统的障碍和促进因素。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 Epub Date: 2024-10-21 DOI: 10.1177/01632787241293756
Andrea E Lamont, Amber Watson, Brittany S Cook, Andrew Romero, Kellen Schalter, Abigail Nellis, Kristina Clark, Ariel Domlyn, Abraham Wandersman

This article describes (a) key elements of a high-quality technical assistance (TA) system; (b) the operationalization of a high-quality TA system (Getting To Outcomes-Technical Assistance; GTO-TA) being implemented in a training and TA center (TTAC) interested in transforming its support services to include an evidence-informed approach to TA; and (c) key lessons learned in successfully transitioning from "TA-as-usual" to an evidence-informed TA system. GTO-TA is one operationalization of a systematic, proactive, evidence-informed approach to TA. GTO-TA includes best practices and core elements for a comprehensive TA system; it aims to increase the readiness (reduce barriers and increase facilitators) of an organization to deliver an innovation (program, policy, practice, and process new to an organization) with quality. We describe the collaboration between the Wandersman Center and the Geographic Health Equity Alliance team to co-design and implement the GTO-TA system. Data from surveys, interviews, and consensus conversations led to important lessons learned, which are applicable to other TTACs seeking to develop a more proactive and systematic approach to TA. Lessons include: changing internal operations to facilitate TA providers making necessary changes in providing TA and understanding the relative advantage perceptions about a new TA system that influence adoption and must be considered.

本文介绍了(a)高质量技术援助(TA)系统的关键要素;(b)一个培训与技术援助中心(TTAC)正在实施的高质量技术援助系统(获取成果-技术援助;GTO-TA)的运作情况,该中心有意将其支持服务转变为包括有实证依据的技术援助方法;以及(c)从 "照常提供技术援助 "成功过渡到有实证依据的技术援助系统的主要经验教训。GTO-TA 是对技术援助采取系统、积极、有实证依据的方法的一种操作方式。GTO-TA 包括全面技术援助系统的最佳实践和核心要素;其目的是提高一个组织的准备程度(减少障碍和增加促进因素),以便高质量地提供创新(对一个组织来说是新的计划、政策、实践、流程)。我们介绍了漫游者中心与地理健康公平联盟团队合作共同设计和实施 GTO-TA 系统的情况。从调查、访谈和共识对话中获得的数据总结出了重要的经验教训,这些经验教训适用于其他寻求制定更积极、更系统的 TA 方法的 TTAC。这些经验教训包括:改变内部运作,以促进技术援助提供者在提供技术援助方面做出必要的改变;了解对新技术援助系统的相对优势看法,这些看法会影响系统的采用,必须予以考虑。
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引用次数: 0
Strategic Inter-agency Capacity Building for Primary Prevention of Harmful Behaviors in the Military: Current and Future Directions. 军队中有害行为初级预防的战略性机构间能力建设:当前和未来的方向。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 DOI: 10.1177/01632787241291043
Sarah Gallagher, Shannon Maxwell, Katie Jones, Lynne M Kelley, Beverly L Fortson

The Department of Defense (DoD) remains committed to mitigating harmful behaviors that harm personnel and hinder military readiness. DoD's Sexual Assault Prevention and Response Office (SAPRO) and the Division of Violence Prevention (DVP) within the Centers for Disease Control and Prevention (CDC) established a partnership to build capacity for primary prevention though a wide-ranging training and technical assistance (TTA) system, The Integrated Prevention Technical Assistance Center (IPTAC). The system serves as a support system within the Interactive Systems Framework (ISF). The goal for IPTAC's TTA support is to build capacity for integrated primary prevention and build sustainability for prevention in complex military environments. To assess the effectiveness of IPTAC, the system is evaluated on what TTA is delivered, the skills and knowledge increase in TTA participants, participant satisfaction with TTA received, and participant application or intent for application of skills. Early results are positive; however, these results could be improved partly through ensuring a larger focus on tailoring to military contexts within all TTA activities. This article describes the creation of IPTAC, the role of the ISF in the implementation of TTA, and the evaluation of IPTAC. Implications for TTA delivery in the military and civilian sectors are discussed.

美国国防部 (DoD) 始终致力于减少伤害人员和妨碍军事准备的有害行为。国防部的性侵犯预防和应对办公室 (SAPRO) 与疾病控制和预防中心 (CDC) 的暴力预防司 (DVP) 建立了合作伙伴关系,通过综合预防技术援助中心 (IPTAC) 这一广泛的培训和技术援助 (TTA) 系统来建设初级预防能力。该系统是互动系统框架 (ISF) 中的一个支持系统。综合预防技术援助中心提供技术援助的目标是建设综合初级预防能力,并在复杂的军事环境中建设预防工作的可持续性。为了评估 IPTAC 的有效性,该系统根据所提供的技术援助、技术援助参与者的技能和知识增长情况、参与者对所接受的技术援助的满意度以及参与者应用或打算应用技能的情况进行评估。早期结果是积极的,但这些结果可以通过确保在所有 TTA 活动中更加注重根据军事背景量身定制来加以改进。本文介绍了 IPTAC 的创建、ISF 在实施 TTA 中的作用以及对 IPTAC 的评估。文章还讨论了在军事和民事部门提供技术援助的意义。
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引用次数: 0
Embracing Complexity: Developing a Framework for Evaluating a Multi-Faceted Training and Technical Assistance System. 拥抱复杂性:制定评估多方面培训和技术援助系统的框架。
IF 1.6 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 DOI: 10.1177/01632787241269069
Ayana R Stanley, Calla Jamison, Alice Chen, Lindsey Barranco, Delaney Welsh, Katie Jones

The benefits of training and technical assistance (TTA) have been well documented. There is limited literature that explores how complex systems of TTA are implemented and evaluated particularly in the violence prevention field. The Violence Prevention Practice and Translation Branch (VPPTB) within the Centers for Disease Control and Prevention's (CDC) Division of Violence Prevention funds multiple technical assistance providers who are tasked with building the capacity of program recipients to implement comprehensive approaches to prevent multiple forms of violence. VPPTB designed the Violence Prevention Technical Assistance Center (VPTAC) with the goal of implementing and evaluating comprehensive TTA efforts that integrates the work of multiple TTA providers to build the capacity of recipients to plan, implement, and evaluate violence prevention efforts. The VPTAC evaluation incorporates data from program recipients, TTA providers, and TTA modalities enabling the VPPTB staff to show improvement in technical knowledge, gather examples of enhanced implementation, and facilitate proactive TTA planning. An important step in the process of evaluating VPTAC from a system-level perspective required an expansion beyond evaluating a single TTA event, provider, or engagement. This is essential to understand how a diverse set of TTA activities and partners work together in their efforts to build capacity.

培训和技术援助(TTA)的益处已得到充分证实。但探讨如何实施和评估复杂的培训和技术援助系统(TTA),尤其是在暴力预防领域如何实施和评估的文献却很有限。美国疾病控制和预防中心(CDC)暴力预防部的暴力预防实践和转化处(VPPTB)为多个技术援助提供者提供资金,这些技术援助提供者的任务是提高计划接受者实施综合方法预防多种形式暴力的能力。VPPTB 设计了暴力预防技术援助中心 (VPTAC),其目标是实施和评估全面的技术援助工作,将多个技术援助提供者的工作整合起来,培养受援者规划、实施和评估暴力预防工作的能力。VPTAC 评估纳入了来自计划接受者、技术援助提供者和技术援助模式的数据,使 VPPTB 工作人员能够展示技术知识的改进,收集加强实施的实例,并促进积极主动的技术援助规划。在从系统层面评估 VPTAC 的过程中,有一个重要步骤要求将评估范围扩大到单个 TTA 活动、提供者或参与之外。这对于了解一系列不同的 TTA 活动和合作伙伴如何共同开展能力建设工作至关重要。
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引用次数: 0
Collective Impact-Strengthening the Science and Practice of Implementation Support: Evaluating the Effectiveness of Training and Technical Assistance Centers. 集体影响--加强实施支持的科学与实践:评估培训和技术援助中心的有效性。
IF 2.2 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-01 Epub Date: 2024-10-18 DOI: 10.1177/01632787241295323
Lawrence M Scheier, Abraham Wandersman

We introduce the second of two special issues that examine the science and practice of implementation support with takeaways for training and technical centers (TTACs). Major goals of both issues were to provide: rationale, concepts, and tools for evaluating training and technical assistance (TTA); an evidence-base for TTACs; and greater understanding of what is required to close the research-practice gap. To achieve these ambitious goals, we encouraged submissions from a broad array of individuals and groups involved in TTA. The seven articles in this second issue were written by a diverse mix of individuals affiliated with TTACs, federal agencies, research-oriented think tanks, and implementation scientists whose focus is on advancing the TTA literature. We felt that the collective wisdom garnered from their experiences would complement the first issue (June 2024) and collectively forge ahead and provide a vision of what is to come. We also thought it would be useful to provide perspectives on what it looks like when readers could examine both issues as a whole. Therefore, we included five commentaries-from the two editors and esteemed colleagues-who help provide a holistic perspective on the present and future of the science and practice of implementation support.

我们介绍了两期特刊中的第二期,这两期特刊研究了实施支持的科学与实践,为培训与技术中心(TTAC)提供了启示。这两期特刊的主要目标是:提供评估培训和技术援助(TTA)的原理、概念和工具;为培训和技术中心(TTAC)提供实证依据;以及进一步了解缩小研究与实践差距所需的条件。为了实现这些宏伟目标,我们鼓励参与培训和技术援助的众多个人和团体投稿。第二期中的七篇文章是由隶属于技术咨询委员会、联邦机构、以研究为导向的智囊团以及专注于推动技术援助文献发展的实施科学家的不同人士撰写的。我们认为,从他们的经验中汲取的集体智慧将对第一期(2024 年 6 月)起到补充作用,并共同向前迈进,为未来的发展提供愿景。我们还认为,如果读者能从整体上审视这两期杂志,那么提供一些视角也是有益的。因此,我们收录了五篇评论文章,分别来自两位编辑和德高望重的同行,他们帮助我们从整体角度看待实施支持科学与实践的现状和未来。
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引用次数: 0
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