systems thinking

系统思维
  • 文章类型: Journal Article
    目的:本研究调查了医院如何通过使用从制造业借用的基准和流程改进技术来增加患者通过急诊科的流量。
    方法:对澳大利亚一家公立医院进行了深入的案例研究,多方法数据收集程序,系统考虑对急诊科(ED)值流进行基准测试并确定性能抑制剂。
    结果:由于流程效率低下和控制薄弱,导致了高水平的价值流不确定性。患者流量的减少源于高级管理层对简单化政府目标的承诺,缺乏基本运营管理技能的临床工作人员,和支离破碎的信息系统。高初级/高级工作人员比率加剧了缺乏职能间整合和时间和物质资源利用不善,增加危重患者事件的风险。
    结论:这项研究仅限于一个案例;因此,进一步的研究应评估价值流成熟度以及其他经历患者流延迟的急诊科的相关性能推动者和抑制剂。
    结论:这项研究说明了医院管理者如何使用系统思维和无环境绩效基准措施来确定所需的干预措施和可转移的最佳实践,以实现无缝的患者流动。
    结论:这项研究首次将无缝医疗保健系统的理论概念应用于Parnaby和Towill(2008)定义的急性护理。它也是第一个在澳大利亚公共医疗保健环境中使用不确定性圈模型来客观地衡量急诊科的价值流成熟度。
    OBJECTIVE: This study investigates how a hospital can increase the flow of patients through its emergency department by using benchmarking and process improvement techniques borrowed from the manufacturing sector.
    METHODS: An in-depth case study of an Australasian public hospital utilises rigorous, multi-method data collection procedures with systems thinking to benchmark an emergency department (ED) value stream and identify the performance inhibitors.
    RESULTS: High levels of value stream uncertainty result from inefficient processes and weak controls. Reduced patient flow arises from senior management\'s commitment to simplistic government targets, clinical staff that lack basic operations management skills, and fragmented information systems. High junior/senior staff ratios aggravate the lack of inter-functional integration and poor use of time and material resources, increasing the risk of a critical patient incident.
    CONCLUSIONS: This research is limited to a single case; hence, further research should assess value stream maturity and associated performance enablers and inhibitors in other emergency departments experiencing patient flow delays.
    CONCLUSIONS: This study illustrates how hospital managers can use systems thinking and a context-free performance benchmarking measure to identify needed interventions and transferable best practices for achieving seamless patient flow.
    CONCLUSIONS: This study is the first to operationalise the theoretical concept of the seamless healthcare system to acute care as defined by Parnaby and Towill (2008). It is also the first to use the uncertainty circle model in an Australasian public healthcare setting to objectively benchmark an emergency department\'s value stream maturity.
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  • 文章类型: Journal Article
    背景:新西兰Aotearoa应对COVID-19大流行被誉为一个成功的故事,然而,人们担心它有多公平。这项研究探索了奥特罗阿新西兰惠灵顿地区一群毛利人健康和社会服务提供者提供COVID-19响应的经验。
    方法:该研究是一个大型城市毛利人健康和社会服务提供商之间的合作,TakiriMaiTeAtawhānauora集体,和新西兰奥特罗阿的公共卫生研究人员。与毛利人服务提供商的工作人员举行了两次在线讲习班,共同开发一个定性的因果循环图,并产生系统的见解。因果循环图显示了影响COVID-19反应的各种因素之间的相互作用,以在社区一级支持whhānau(毛利人家庭/家庭)。系统思维的冰山模型为理解因果循环图提供了见解,强调在不太明显的水平上有影响力的变化。
    结果:在因果循环图内确定了六个相互作用的子系统,这些子系统突出了COVID-19对毛利人whānau的有效反应的系统性障碍和机会。卫生服务的医学模式给提供kaupapa毛利人服务带来了困难。除了先前存在的脆弱性和卫生系统差距,随着COVID-19病例的增加,这些困难增加了对毛利人whānau产生负面影响的风险。该研究强调了在健康观点中创造平等权力的迫切需要,在未来的大流行期间,减少以个人为中心的医学模型的优势,以更好地支持whānau。
    结论:这项研究提供了关于系统性陷阱的见解,它们的相互作用和延迟导致毛利人对COVID-19的反应相对不太有效,并为改善提供了见解。鉴于Aotearoa新西兰卫生系统最近的变化,调查结果强调,迫切需要进行结构改革,以解决权力失衡问题,并将考帕帕·毛利人的方法和公平确立为服务规划和交付的规范。
    BACKGROUND: The Aotearoa New Zealand COVID-19 pandemic response has been hailed as a success story, however, there are concerns about how equitable it has been. This study explored the experience of a collective of Māori health and social service providers in the greater Wellington region of Aotearoa New Zeland delivering COVID-19 responses.
    METHODS: The study was a collaboration between a large urban Māori health and social service provider, Tākiri Mai Te Ata whānau ora collective, and public health researchers in Aotearoa New Zealand. Two online workshops were held with staff of the Māori service provider, collectively developing a qualitative causal loop diagram and generating systemic insights. The causal loop diagram showed interactions of various factors affecting COVID-19 response for supporting whānau (Māori family/households) at a community level. The iceberg model of systems thinking offered insights for action in understanding causal loop diagrams, emphasizing impactful changes at less visible levels.
    RESULTS: Six interacting subsystems were identified within the causal loop diagram that highlighted the systemic barriers and opportunities for effective COVID-19 response to Māori whānau. The medical model of health service produces difficulties for delivering kaupapa Māori services. Along with pre-existing vulnerability and health system gaps, these difficulties increased the risk of negative impacts on Māori whānau as COVID-19 cases increased. The study highlighted a critical need to create equal power in health perspectives, reducing dominance of the individual-focused medical model for better support of whānau during future pandemics.
    CONCLUSIONS: The study provided insights on systemic traps, their interactions and delays contributing to a relatively less effective COVID-19 response for Māori whānau and offered insights for improvement. In the light of recent changes in the Aotearoa New Zealand health system, the findings emphasize the urgent need for structural reform to address power imbalances and establish kaupapa Māori approach and equity as a norm in service planning and delivery.
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  • 文章类型: Journal Article
    COVID-19大流行导致非洲未免疫和免疫不足的儿童人数激增。大多数未接种疫苗(或零剂量)的儿童生活在难以到达的农村地区,城市贫民窟,和受冲突影响的社区,这些社区通常没有保健设施或难以获得保健设施。在这些设置中,人们主要依靠非正规卫生部门提供基本卫生服务。因此,减少零剂量儿童,至关重要的是,将免疫服务从卫生设施扩展到非正规卫生部门,以满足服务不足地区儿童的免疫需求。在这篇透视文章中,我们提出了一个框架,通过非正规卫生部门扩大免疫服务,作为扩大覆盖面和公平性的大型追赶计划的支柱之一。在像尼日利亚这样的非洲国家,埃塞俄比亚,坦桑尼亚,刚果民主共和国,专利药品供应商是一个重要的非正规卫生部门提供者群体,因此,他们可以参与提供免疫服务。轴辐式模型可用于将专利药品供应商集成到免疫系统中。轴辐式模型是组织设计的框架,其中中央设施(集线器)提供的服务由辅助站点(辐条)补充,以优化对护理的访问。系统思维方法应该指导设计,实施,并对该模型进行了评估。
    The COVID-19 pandemic caused a surge in the number of unimmunized and under-immunized children in Africa. The majority of unimmunized (or zero-dose) children live in hard-to-reach rural areas, urban slums, and communities affected by conflict where health facilities are usually unavailable or difficult to access. In these settings, people mostly rely on the informal health sector for essential health services. Therefore, to reduce zero-dose children, it is critical to expand immunization services beyond health facilities to the informal health sector to meet the immunization needs of children in underserved places. In this perspective article, we propose a framework for the expansion of immunization services through the informal health sector as one of the pillars for the big catch-up plan to improve coverage and equity. In African countries like Nigeria, Ethiopia, Tanzania, and the Democratic Republic of Congo, patent medicine vendors serve as an important informal health sector provider group, and thus, they can be engaged to provide immunization services. A hub-and-spoke model can be used to integrate patent medicine vendors into the immunization system. A hub-and-spoke model is a framework for organization design where services that are provided by a central facility (hub) are complimented by secondary sites (spokes) to optimize access to care. Systems thinking approach should guide the design, implementation, and evaluation of this model.
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  • 文章类型: Journal Article
    背景:扩大规模和可持续性通常是分开研究的,很少有研究研究这两个过程之间的相互依赖性以及疟疾预防和控制创新的实施背景。研究人员和实施者对创新的内容给予了更多的关注,因为他们专注于技术层面和扩张条件。研究人员通常认为创新是线性序列,其中扩大规模和可持续性代表了最后阶段。在这份手稿中使用系统思维,我们通过2014年至2018年在布基纳法索采用和实施季节性疟疾化学预防措施(SMC),分析了复杂的规模和可持续性过程.
    方法:我们进行了一项定性案例研究,涉及141个回顾性次要数据(行政,按,科学,工具和登记册,和逐字记录)从2012年到2018年。我们用2018年2月至3月期间收集的主要数据补充了这些数据,这些数据是通过对SMC利益相关者和非参与者观察的15次个人半结构化访谈的形式收集的。过程分析使我们能够根据不同的垂直和水平分析水平及其相互联系,随着时间的推移概念化扩展和可持续性过程。
    结果:我们的结果表明,SMC的六个内部和外部决定因素可能对其规模扩大和可持续性产生负面影响或负面影响。这些决定因素是有效性,监测和评估系统,资源(财务,材料,和人类),领导和治理,适应当地环境,和其他外部元素。我们的结果表明,捐助者和执行行为者将财政资源优先于其他决定因素。相比之下,我们的研究清楚地表明,创新的可持续性,以及它的扩大,在很大程度上取决于对决定因素相互关联性的考虑。每个决定因素都可以同时构成创新成功的机遇和挑战。
    结论:我们的发现强调了系统观点在考虑所有环境(国际,国家,国家以下,和局部)实现质量的大规模改进,股本,以及全球卫生干预措施的有效性。因此,复杂和系统的思维使我们有可能观察到新兴和动态的创新行为以及可持续性和扩大过程的动态。
    Scale-up and sustainability are often studied separately, with few studies examining the interdependencies between these two processes and the implementation contexts of innovations towards malaria prevention and control. Researchers and implementers offer much more attention to the content of innovations, as they focus on the technological dimensions and the conditions for expansion. Researchers have often considered innovation a linear sequence in which scaling up and sustainability represented the last stages. Using systems thinking in this manuscript, we analyze complex scaling and sustainability processes through adopting and implementing seasonal malaria chemoprevention (SMC) in Burkina Faso from 2014 to 2018.
    We conducted a qualitative case study involving 141 retrospective secondary data (administrative, press, scientific, tools and registries, and verbatim) spanning from 2012 to 2018. We complemented these data with primary data collected between February and March 2018 in the form of 15 personal semi-structured interviews with SMC stakeholders and non-participant observations. Processual analysis permitted us to conceptualize scale-up and sustainability processes over time according to different vertical and horizontal levels of analysis and their interconnections.
    Our results indicated six internal and external determinants of SMC that may negatively or positively influence its scale-up and sustainability. These determinants are effectiveness, monitoring and evaluation systems, resources (financial, material, and human), leadership and governance, adaptation to the local context, and other external elements. Our results revealed that donors and implementing actors prioritized financial resources over other determinants. In contrast, our study clearly showed that the sustainability of the innovation, as well as its scaling up, depends significantly on the consideration of the interconnectedness of the determinants. Each determinant can concurrently constitute an opportunity and a challenge for the success of the innovation.
    Our findings highlight the usefulness of the systemic perspective to consider all contexts (international, national, subnational, and local) to achieve large-scale improvements in the quality, equity, and effectiveness of global health interventions. Thus, complex and systems thinking have made it possible to observe emergent and dynamic innovation behaviors and the dynamics particular to sustainability and scaling up processes.
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  • 文章类型: Journal Article
    全球食品安全和保障是实施食品安全管理体系时应遵循的关键原则。本文的目的是评估全球食品安全管理体系标准(FSMS)的当代发展,并确定与不同地区中小企业实施这些标准相关的主要制约因素和优势。还评估了这些系统的有效性。在全球27个初级食品部门的发展中和发达地区进行了116个案例研究。FSMS实施后,实施国际FSMS的公司比例显着增加,发达国家(16.7%至63.9%)和发展中国家(26.6%至48.1%)。认证在总样本中也从34.2%上升至59.6%,发达国家从33.3%到61.1%,发展中国家从34.6%到59.0%。有一个显着增加中与小公司规模(57.1%至62.3%,p=0.046),只有在发展中国家。在发达国家和发展中国家实施FSMS后,食品安全文化和管理者领导力的实施增加到80%以上(p<0.001)。培训,资源,所有公司的技术充分性也有所提高(p<0.001)。
    Global food safety and security are key principles to be followed in the context of the implementation of food safety management systems. The objective of this paper is to assess the contemporary developments of Food Safety Management System standards (FSMS) worldwide and to identify the primary constraints and advantages associated with their implementation by small and medium-sized enterprises across different regions. The effectiveness of these systems has also been evaluated. 116 case studies have been employed across developing and developed regions worldwide across 27 primary food sectors. After the implementation of FSMS, there was a significant increase in the percentage of companies that have implemented the international FSMS, both in developed (16.7% to 63.9%) and developing countries (26.6% to 48.1%). Certification has also increased from 34.2% to 59.6% in the total sample, namely from 33.3% to 61.1% in developed countries and from 34.6% to 59.0% in developing countries. There was a significant increase in medium vs. small company size (57.1% to 62.3%, p = 0.046), only in developing countries. Food safety culture and manager leadership implementation were increased to over 80% after FSMS implementation in both developed and developing countries (p < 0.001). Training, resources, and technology adequacy were also increased in all companies (p < 0.001).
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  • 文章类型: Journal Article
    在处理动荡和复杂的环境时,系统思维(ST)已成为从业人员和专家必不可少的。Twitter媒体拥有包括系统思想家在内的社会资本,然而,现有文献中可用的研究有限,这些研究调查专家的系统思维能力,如果可能的话,可以在Twitter分析中揭示。这项研究旨在揭示专家的系统思维水平从他们的Twitter帐户代表一个网络。解开潜在的Twitter网络集群会根据系统思维维度推断其追随者网络的中心性分析。COVID-19是一项相关案例研究,旨在调查COVID-19专家的Twitter网络与其系统思维能力之间的关系。根据福布斯的名单,本研究选择了55个与新冠肺炎相关的可信专家推特账户样本,财富,Bustle。Twitter网络是根据从其Twitter帐户中提取的特征构建的。社区检测揭示了三个不同的专家组。为了将系统思维品质与每个小组联系起来,系统思维维度与追随者网络特征相匹配,如节点级度量和中心性度量,包括度,中间性,亲密关系和Eigen中心性。55个专家追随者网络特征的比较阐明了三个集群,其中心性得分和节点级指标存在显着差异。具有较高的集群,中等,较低的分数可以归类为整体思想家的Twitter帐户,中间思想家,和还原论思想家,恭敬地。总之,系统思维能力是通过与系统思维维度相关的追随者网络特征相关的独特网络模式来追踪的。
    Systems Thinking (ST) has become essential for practitioners and experts when dealing with turbulent and complex environments. Twitter medium harbors social capital including systems thinkers, however there are limited studies available in the extant literature that investigate how experts\' systems thinking skills, if possible at all, can be revealed within Twitter analysis. This study aims to reveal systems thinking levels of experts from their Twitter accounts represented as a network. Unraveling of latent Twitter network clusters ensues the centrality analysis of their follower networks inferred in terms of systems thinking dimensions. COVID-19 emerges as a relevant case study to investigate the relationship between COVID-19 experts\' Twitter network and their systems thinking capabilities. A sample of 55 trusted expert Twitter accounts related to COVID-19 has been selected for the current study based on the lists from Forbes, Fortune, and Bustle. The Twitter network has been constructed based on the features extracted from their Twitter accounts. Community detection reveals three distinct groups of experts. In order to relate system thinking qualities to each group, systems thinking dimensions are matched with the follower network characteristics such as node-level metrics and centrality measures including degree, betweenness, closeness and Eigen centrality. Comparison of the 55 expert follower network characteristics elucidates three clusters with significant differences in centrality scores and node-level metrics. The clusters with a higher, medium, lower scores can be classified as Twitter accounts of Holistic thinkers, Middle thinkers, and Reductionist thinkers, respectfully. In conclusion, systems thinking capabilities are traced through unique network patterns in relation to the follower network characteristics associated with systems thinking dimensions.
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  • 文章类型: Journal Article
    宝贵资源的大量损失和垃圾填埋场负担的增加往往与废物管理和资源回收战略缺乏适当规划有关。因此,迫切需要一种可持续的废物管理模式来提高资源效率并从垃圾填埋场转移更多的废物。本文提出了一个综合的系统模型,使用库存和流程图来检查当前的废物管理绩效并预测未来的废物产生,处理和处置方案,使用英国作为案例研究。该模型包括三个集成模块,分别代表家庭废物的产生和收集;废物处理和处置;和能源回收。已经建立了详细的质量和能量平衡,并使用六个上游和下游指标评估了废物管理绩效。假设废物成分恒定的基本情况表明,垃圾填埋场的废物可以减少到总量的10%以下,2035年。然而,它需要将更多的废物转移到废物能源设施中,这是不可持续的,会招致更高的资本投资和门票费。促进回收而不是能源回收的替代案例方案导致资本投资和门票费降低。从残留废物流中完全消除食品和有机成分将有助于到2035年实现65%的回收目标。鉴于英国需要实现更循环的经济,通过再利用和再循环提高材料回收,在未来的废物管理政策和规划中,应考虑减少对废物能源的依赖,并部署更先进的废物估价技术。
    Significant loss of valuable resources and increasing burdens on landfills are often associated with a lack of proper planning in waste management and resource recovery strategy. A sustainable waste management model is thus urgently needed to improve resource efficiency and divert more waste from landfills. This paper proposes a comprehensive system model using stock-and-flow diagram to examine the current waste management performance and project the future waste generation, treatment and disposal scenarios, using England as a case study. The model comprises three integrated modules to represent household waste generation and collection; waste treatment and disposal; and energy recovery. A detailed mass and energy balance has been established and waste management performance has been evaluated using six upstream and downstream indicators. The base case scenario that assumes constant waste composition shows that waste to landfills can be reduced to less than 10% of the total amount, by 2035. However, it entails greater diversion of waste to energy-from-waste facilities, which is not sustainable and would incur higher capital investment and gate fees. Alternative case scenarios that promote recycling instead of energy recovery result in lower capital investment and gate fees. Complete elimination of the food and organic fraction from the residual waste stream will help meet the 65% recycling target by 2035. In light of the need for achieving a more circular economy in England, enhancing material recovery through reuse and recycling, reducing reliance on energy-from-waste and deploying more advanced waste valorisation technologies should be considered in future policy and planning for waste management.
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  • 文章类型: Journal Article
    由于人口的增加,废水处理设施的位置选择和网络设计问题已成为废水管理领域的诱人话题,资源稀缺,环境问题,以及未来政策设计的可持续解决方案的必要性上升。特别是在由于高迁移水平等原因,污水处理需求多年来急剧增加的地区,快速工业化,和旅游活动,问题变得更加关键和动态。现有的研究试图通过基于优化视角的数学建模方法来解决这一问题,这需要大量的计算工作。在这项研究中,提出了一种基于系统动力学(SD)方法的替代方法,以研究污水处理设施位置选择和网络设计问题的复杂动态和非线性结构。所提出的SD模拟模型是为人口稠密的工业和旅游胜地设计的,安塔利亚市,位于土耳其地中海沿岸。该模型能够确定何时何地建造新的废水处理设施,并根据2015-2040年期间的成本问题为位于市中心的五个地区建造通用废水网络结构。此外,通过几种情景分析了人口变化对废水处理需求水平变化的影响,以帮助决策者制定可持续和具有成本效益的管理政策。尽管SD是水/废水管理领域中经常使用的方法,据我们所知,这项研究是首次尝试通过SD方法检查污水处理设施位置选择和网络设计问题的复杂性和动态性。
    Wastewater treatment facility location selection and network design issues have become attractive topics in the field of wastewater management due to increasing human population, resource scarcity, environmental concerns, and rise of necessity for sustainable solutions for future policy designs. Especially in areas where the demand for wastewater treatment increases dramatically over the years because of reasons such as high migration levels, rapid industrialization, and tourism activities, the problem turns out to be more critical and dynamic. The existing studies try to deal with the issue through mathematical modeling approaches based on optimization perspectives, which require significant computational effort. In this study, an alternative approach based on system dynamics (SD) method is proposed to examine the complex dynamic and nonlinear structure of wastewater treatment facility location selection and network design problems. The proposed SD simulation model is designed for a densely populated industrial and tourism spot, the city of Antalya, located on the Mediterranean coast of Turkey. The model is capable of determining where and when to build a new wastewater treatment facility as well as generating the generic wastewater network structure to be built for the five districts situated in the city center based on cost issues for 2015-2040 period. In addition, the impacts of demand level changes for wastewater treatment due to population variations are analyzed via several scenarios to help decision makers to develop sustainable and cost-efficient management policies. Although SD is a frequently utilized approach in the water/wastewater management arena, to the best of our knowledge, this study is the first attempt to examine the complex and dynamic nature of wastewater treatment facility location selection and network design problems through SD approach.
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  • 文章类型: Journal Article
    尽管近几十年来荷兰和其他富裕国家的政策意图和许多旨在减少社会经济健康不平等的干预措施,这些不平等并没有减少。基于叙事文献综述,本文旨在深入了解为什么社会经济健康不平等如此持久,并从理论角度为改进方法建立一条前进的道路。首先,我们提出了有关健康相关行为的个体决定因素的相关理论。此后,我们提出的理论考虑了个人水平和环境水平的决定因素。最后,我们展示了个体决定因素系统的复杂性,低社会经济地位(SEP)群体的环境决定因素和行为变化,并描述开发和评估未来有效方法的下一步。这些步骤包括系统思考,复杂的全系统方法和所有利益相关者参与系统变革。
    Despite policy intentions and many interventions aimed at reducing socioeconomic health inequalities in recent decades in the Netherlands and other affluent countries, these inequalities have not been reduced. Based on a narrative literature review, this paper aims to increase insight into why socioeconomic health inequalities are so persistent and build a way forward for improved approaches from a theoretical perspective. Firstly, we present relevant theories focusing on individual determinants of health-related behaviors. Thereafter, we present theories that take into account determinants of the individual level and the environmental level. Lastly, we show the complexity of the system of individual determinants, environmental determinants and behavior change for low socioeconomic position (SEP) groups and describe the next steps in developing and evaluating future effective approaches. These steps include systems thinking, a complex whole-system approach and participation of all stakeholders in system change.
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  • 文章类型: Journal Article
    背景:综合社区病例管理(iCCM)是一项儿童健康计划,旨在为肺炎患儿提供基于社区的综合护理,疟疾,或在低收入和中等收入国家难以到达的地区腹泻。干预的基础是社区卫生工作者(CHW)提供服务,他们依靠可靠的药物和用品提供。一致的监督,综合训练,以及社区的接受和参与,以实现最佳表现。该计划的有效性还可能取决于许多其他要素,包括有利的政策环境,从国家到地方的融资机制,数据传输系统,以及适当的监测和评估。这些因素在多大程度上相互影响,影响iCCM的有效性和可行性,既是可变的,也是具有挑战性的评估,尤其是跨不同的实现上下文。
    目的:在本文中,我们描述了一种基于系统的混合方法研究方案,以评估与干预效果相关的iCCM计划组成部分,并报告数据收集的初步结果.
    方法:该协议使用基于系统思维方法的混合定性和定量研究设计,在马拉维的四个iCCM计划中,刚果民主共和国,尼日利亚的尼日尔州和阿比亚州。收集常规监测数据以确定干预效果,即测试,治疗,和转诊结果。CHW的调查,supervisors,护理人员被执行以收集有关其人口统计数据的定量数据,活动,以及计划中的经验,以及这些经验与干预有效性领域的关系。与这些利益相关者以及当地传统领导人进行焦点小组讨论,以了解这些数据的背景。与国家和地区级计划利益相关者和精通关键计划流程的官员进行了关键线人访谈。
    结果:我们对379名CHWs参与者进行了3836次调查和45次焦点小组讨论,supervisors,看护者,和传统领导人,以及120名关键线人采访区和国家级项目经理,卫生官员,部官员。另外还收集了政策和计划文件以供审查。
    结论:我们希望这项研究的证据将为低收入和中等收入环境中的儿童健康计划和实践以及iCCM干预措施中的未来政策制定提供信息。
    未经批准:DERR1-10.2196/33076。
    BACKGROUND: Integrated community case management (iCCM) is a child health program designed to provide integrated community-based care for children with pneumonia, malaria, or diarrhea in hard-to-reach areas of low- and middle-income countries. The foundation of the intervention is service delivery by community health workers (CHWs) who depend on reliable provision of drugs and supplies, consistent supervision, comprehensive training, and community acceptance and participation to perform optimally. The effectiveness of the program may also depend on a number of other elements, including an enabling policy environment, financing mechanisms from the national to the local level, data transmission systems, and appropriate monitoring and evaluation. The extent to which these factors act upon each other to influence the effectiveness and viability of iCCM is both variable and challenging to assess, especially across different implementation contexts.
    OBJECTIVE: In this paper, we describe a mixed methods systems-based study protocol to assess the programmatic components of iCCM that are associated with intervention effectiveness and report preliminary results of data collection.
    METHODS: This protocol uses a mixed qualitative and quantitative study design based on a systems thinking approach within four iCCM programs in Malawi, Democratic Republic of the Congo, and Niger State and Abia State in Nigeria. Routine monitoring data are collected to determine intervention effectiveness, namely testing, treatment, and referral outcomes. Surveys with CHWs, supervisors, and caregivers are performed to collect quantitative data on their demographics, activities, and experiences within the program and how these relate to the areas of intervention effectiveness. Focus group discussions are conducted with these stakeholders as well as local traditional leaders to contextualize these data. Key informant interviews are undertaken with national- and district-level program stakeholders and officers knowledgeable in critical program processes.
    RESULTS: We performed 3836 surveys and 45 focus group discussions of 379 participants with CHWs, supervisors, caregivers, and traditional leaders, as well as 120 key informant interviews with district- and national-level program managers, health officers, and ministry officials. Policy and program documents were additionally collected for review.
    CONCLUSIONS: We expect that evidence from this study will inform child health programs and practice in low- and middle-income settings as well as future policy development within the iCCM intervention.
    UNASSIGNED: DERR1-10.2196/33076.
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