Indiana

印第安纳州
  • 文章类型: Journal Article
    COVID-19疫苗接种运动导致整个美国的疫苗接种不均衡,特别是在农村地区,有社会和经济弱势群体的地区,以及表现出疫苗犹豫行为的人群。这项研究调查了2021年印第安纳州每个月的县级社会人口统计学和政治派别特征如何不同地影响COVID-19疫苗接种模式。我们将2016-2020年美国社区调查五年估计和印第安纳州选举结果数据库中的县级人口统计数据与印第安纳州卫生部的县级COVID-19疫苗接种计数联系起来。然后,我们创建了十二个月的线性回归模型,以评估哪些变量被一致地选择,基于Akaike信息准则(AIC)和调整后的R平方值。疫苗接种模型显示与持有学士学位的居民比例呈正相关,40-59岁的居民,民主投票居民的比例,以及与没有保险和失业居民的负面联系,生活在贫困线以下的人,无法上网的居民,和其他种族的人。总的来说,四月之后,选择的变量是一致的,模型对COVID-19累积疫苗接种的高调整R2值表明,县的社会人口统计学和政治派别特征可以解释疫苗接种的大部分变化。将县级社会人口统计学和政治派别特征与印第安纳州的COVID-19疫苗接种联系起来,揭示了不同社会人口统计学群体之间疫苗覆盖率的固有不平等。未来可以通过有针对性的消息传递来提高疫苗的吸收,它为不太可能接种疫苗的群体提供与文化相关的广告活动,增加农村地区获得疫苗的机会,资源不足,和服务不足的人群。
    The COVID-19 vaccination campaign resulted in uneven vaccine uptake throughout the United States, particularly in rural areas, areas with socially and economically disadvantaged groups, and populations that exhibited vaccine hesitancy behaviors. This study examines how county-level sociodemographic and political affiliation characteristics differentially affected patterns of COVID-19 vaccinations in the state of Indiana every month in 2021. We linked county-level demographics from the 2016-2020 American Community Survey Five-Year Estimates and the Indiana Elections Results Database with county-level COVID-19 vaccination counts from the Indiana State Department of Health. We then created twelve monthly linear regression models to assess which variables were consistently being selected, based on the Akaike Information Criterion (AIC) and adjusted R-squared values. The vaccination models showed a positive association with proportions of Bachelor\'s degree-holding residents, of 40-59 year-old residents, proportions of Democratic-voting residents, and a negative association with uninsured and unemployed residents, persons living below the poverty line, residents without access to the Internet, and persons of Other Race. Overall, after April, the variables selected were consistent, with the model\'s high adjusted R2 values for COVID-19 cumulative vaccinations demonstrating that the county sociodemographic and political affiliation characteristics can explain most of the variation in vaccinations. Linking county-level sociodemographic and political affiliation characteristics with Indiana\'s COVID-19 vaccinations revealed inherent inequalities in vaccine coverage among different sociodemographic groups. Increased vaccine uptake could be improved in the future through targeted messaging, which provides culturally relevant advertising campaigns for groups less likely to receive a vaccine, and increasing access to vaccines for rural, under-resourced, and underserved populations.
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  • 文章类型: Journal Article
    背景:性交易受害者经常与沙龙打蜡接触,造型,以及贩运者所需的其他身体改造服务。最近,一些州实施了法律,要求沙龙专业人员接受亲密伴侣暴力(IPV)相关培训,更少的州要求进行识别性交易的培训。这项研究旨在了解沙龙专业人员如何目睹暴力的证据,包括IPV和性交易,在工作场所,并探讨他们对待每种类型受害者的方法的差异。
    方法:对沙龙专业人员(N=10)和执法专业人员/政策制定者(N=5)进行了深入访谈。使用内容和主题分析技术。
    结果:沙龙专业人员通常通过瘀伤等迹象来识别潜在的暴力行为,奇怪的行为,和客户披露,促使他们进行谨慎的对话。然而,很少有人接受过识别和干预的培训。通常,他们通过与客户交谈来回应可疑的暴力,与沙龙领导分享关切,直接代表客户进行干预,或者联系警察.执法和沙龙专业人员提出了有关改善沙龙专业人员对暴力的认识和应对措施的建议,包括以受害者为中心的资源培训,创造一个安全的环境,与执法部门建立关系。他们还建议加强社区伙伴关系,以增加资源宣传和报告。
    结论:一对一的沙龙服务可能为干预和识别暴力受害者提供独特的机会,特别是当通过额外的培训和与面向社区的警务启动的合作伙伴关系获得授权时。实施培训和基于社区的举措可以帮助沙龙专业人员获得更大的信心,知道在为IPV或性贩运的受害者提供服务时应该做些什么。
    BACKGROUND: Sex trafficking victims often have touchpoints with salons for waxing, styling, and other body modification services required by traffickers. Recently, some states have administered laws requiring salon professionals to receive intimate partner violence (IPV)-related training, with even fewer states mandating training on identifying sex trafficking. This study aimed to understand how salon professionals have witnessed evidence of violence, including IPV and sex trafficking, in the workplace and to explore the differences in their approach to each type of victim.
    METHODS: In-depth interviews were conducted with salon professionals (N = 10) and law enforcement professionals/policymakers (N = 5). Content and thematic analysis techniques were used.
    RESULTS: Salon professionals typically identified potential violence through signs such as bruises, odd behavior, and client disclosures, prompting them to engage in cautious conversations. Yet, few were trained to identify and intervene. Often, they responded to suspected violence by talking with the client, sharing concerns with salon leadership, directly intervening on the client\'s behalf, or contacting the police. Law enforcement and salon professionals had suggestions about improving salon professionals\' recognition of and response to violence, including training on victim-focused resources, creating a safe environment, and building relationships with law enforcement. They also suggested strengthening community partnerships to increase resource advocacy and reporting.
    CONCLUSIONS: One-on-one salon services may provide a unique opportunity to intervene and identify victims of violence, especially when empowered through additional training and collaborative partnerships with community-oriented policing initiates. Implementing training and community-based initiatives could aid salon professionals in gaining greater confidence in knowing what to do when serving a client who is a victim of IPV or sex trafficking.
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  • 文章类型: Journal Article
    四氯乙烯(PCE)是一种在工业应用中广泛使用的挥发性化学品,包括干洗和金属脱脂。暴露于PCE可能对工人以及污染地点附近的社区构成重大健康风险。不利的健康影响不仅来自PCE,还有PCE降解产物,如三氯乙烯(TCE)和氯乙烯(VC)。PCE,TCE,VC会污染水,土壤,和空气,导致通过多种途径接触,包括吸入,摄取,和皮肤接触。这项研究的重点是马丁斯维尔的一个社区环境,印第安纳州,美国中西部工人阶级社区,如果由于多个污染部位而发生了广泛的PCE污染(指“羽流”),包括一个超级基金网站。利用质子转移反应飞行时间质谱(PTR-TOF-MS),PCE,TCE,在羽流区域内外的73名居民的呼气中测量了VC浓度。在66个样本中检测到PCE,26个样品中的TCE,和VC在68个样品中。我们的结果表明,呼出气和室内空气中这些化合物的浓度之间存在显着正相关(皮尔逊相关系数:PCE=0.75,TCE=0.71和VC=0.89)。这项研究证实了在社区暴露调查中呼出气中存在PCE及其降解产物,证明使用呼气分析监测暴露于环境污染物的潜力。这项研究表明,在社区调查中利用PTR-TOF-MS通过测量呼出气和室内空气中的这些化合物来评估PCE及其降解产物的暴露。
    Tetrachloroethylene (PCE) is a widely utilized volatile chemical in industrial applications, including dry cleaning and metal degreasing. Exposure to PCE potentially presents a significant health risk to workers as well as communities near contamination sites. Adverse health effects arise not only from PCE, but also from PCE degradation products, such as trichloroethylene (TCE) and vinyl chloride (VC). PCE, TCE, and VC can contaminate water, soil, and air, leading to exposure through multiple pathways, including inhalation, ingestion, and dermal contact. This study focused on a community setting in Martinsville, Indiana, a working-class Midwestern community in the United States, where extensive PCE contamination has occurred due to multiple contamination sites (referring to \'plumes\'), including a Superfund site. Utilizing proton transfer reaction time-of-flight mass spectrometry (PTR-TOF-MS), PCE, TCE, and VC concentrations were measured in the exhaled breath of 73 residents from both within and outside the plume areas. PCE was detected in 66 samples, TCE in 26 samples, and VC in 68 samples. Our results revealed a significant positive correlation between the concentrations of these compounds in exhaled breath and indoor air (Pearson correlation coefficients: PCE = 0.75, TCE = 0.71, and VC = 0.89). This study confirms the presence of PCE and its degradation products in exhaled breath in a community exposure investigation, demonstrating the potential of using exhaled breath analysis in monitoring exposure to environmental contaminants. This study showed the feasibility of utilizing PTR-TOF-MS in community investigations to assess exposure to PCE and its degradation products by measuring these compounds in exhaled breath and indoor air.
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  • 文章类型: Journal Article
    目的:在过去的两年里,几乎所有50个州都在辩论旨在禁止未成年人获得确认性别的医疗干预措施的法案,许多被通过成为法律。这项研究记录了性别多样化的年轻人(GDY)及其照顾者在努力解决这些法律如何影响其家庭时的经历。方法:16名GDY和16名护理人员参与了一项关于性别确认护理对GDY幸福感影响的纵向研究,并就法律和社会话语如何影响他们及其家人进行了采访。面试时,一些参与者只完成了最初的摄入,其他人完成了摄入和初步医疗咨询,一些人最近开始使用性别确认激素。主题分析用于确定年轻人和护理人员经历中的共同点。结果:确定了四个主要主题:失去获得确认性别的医疗干预措施的直接影响,反映了失去获得护理的机会会如何影响福祉;对性别多样化社区的敌意日益加剧,注意到社会消极情绪的增加;个人和社会动荡,反映了受影响的家庭生活的许多方面;并激发了社会行动,记录影响社会变革的动力。结论:禁止性别确认医疗干预措施的法律对GDY及其家人的影响超出了限制获得医疗服务的范围。他们增加了社会压力,导致社交网络中断,增加对性别多样化社区的敌意,并引导一些GDY和护理人员在政治上更多地参与保护他们的社区。确认性别的医疗保健提供者需要认识到社会和政治环境如何影响GDY及其家庭,以提供高质量,以人为中心的护理。
    Purpose: In the past 2 years, nearly all 50 states have debated bills seeking to ban minors\' access to gender-affirming medical interventions, with many being passed into law. This study documents gender-diverse youths\' (GDY) and their caregivers\' experiences as they grapple with how such laws impact their families. Methods: Sixteen GDY and 16 caregivers participating in a longitudinal study of the impact of gender-affirming care on GDYs\' well-being were interviewed about how the legal and social discourse was impacting them and their families. When interviewed, some participants had completed only the initial intake, others had completed the intake and an initial medical consultation, and a few had recently started gender-affirming hormones. Thematic analysis was used to identify common threads in the youths\' and caregivers\' experiences. Results: Four main themes were identified: Direct effects of losing access to gender-affirming medical interventions, reflecting how losing access to care would impact well-being; growing hostility toward the gender-diverse community, noting increasing social negativity; personal and social upheaval, reflecting the many aspects of families\' lives affected; and galvanization into social action, documenting drives to effect social change. Conclusion: Laws banning gender-affirming medical interventions impact GDY and their families beyond limiting access to medical care. They increase the social stressors, cause social network disruptions, increase hostility toward the gender-diverse community, and lead some GDY and caregivers to engage more politically to protect their community. Gender-affirming health care providers need to recognize how the social and political environment impact GDY and their families to provide high-quality, person-centered care.
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  • 文章类型: Journal Article
    背景:自闭症是一种复杂的神经发育障碍,全球患病率为100人中的1人。在高收入国家和低收入和中等收入国家的资源不足地区,缺乏获得干预措施的机会对自闭症患者及其家庭的健康和福祉产生了有害影响。我们的目标是利用互惠创新框架和参与性方法来适应和共同开发基于文化的基于群体的福祉和自然主义发展行为干预(NDBI)培训计划,该计划将在肯尼亚和农村地区实施。印第安纳州。
    方法:这项研究是在提供医疗保健(AMPATH)计划的学术模型中进行的。由美国和肯尼亚的残疾专家组成的团队使用生态有效性框架(EVF)对印第安纳州先前使用的循证自然主义发展行为干预(NDBI)进行了调整和迭代完善。对该程序的关键改编是跨语言的EVF领域进行的,人员,隐喻/内容,概念,目标,方法,和背景。
    结果:根据EVF模型对NDBI进行了大量的文化适应,包括增加传统的肯尼亚文化习俗,使用叙事原则,专注于日常生活而不是玩耍。Pepea,改编的节目,涉及10个小组会议,涵盖自闭症基础教育的内容,积极的照顾者应对策略,和行为技能培训,以促进儿童沟通和减少挑战性行为。Pepea的关键适应被整合到美国NDBI护理人员培训计划中。
    结论:这项研究填补了一个关键的空白,详细介绍了低资源环境中自闭症儿童看护人的健康适应过程和自然发展行为训练计划。我们的下一步是报告试点实施的混合方法成果。我们的长期目标是应用这些见解在全球范围内推进可持续和可扩展的自闭症干预服务。
    BACKGROUND: Autism is a complex neurodevelopmental disability with global prevalence of one in 100 individuals. Poor access to interventions in both under-resourced regions of high-income countries and low- and middle-income countries has deleterious effects on the health and wellbeing of individuals with autism and their families. Our objective was to utilize a reciprocal innovation framework and participatory methods to adapt and co-develop a culturally grounded group-based wellbeing and naturalistic developmental behavioural intervention (NDBI) training program for caregivers of young children with autism to be implemented in Kenya and rural Indiana.
    METHODS: This study was conducted within the Academic Model Providing Access to Healthcare (AMPATH) program. An evidence-informed Naturalistic Developmental Behavioral Intervention (NDBI) previously utilized in Indiana was adapted and iteratively refined using the Ecological Validity Framework (EVF) by a team of US and Kenyan disability experts. Key adaptations to the program were made across the EVF domains of language, persons, metaphors/content, concepts, goals, methods, and context.
    RESULTS: Substantial cultural adaptations were made to the NDBI following the EVF model, including the addition of traditional Kenyan cultural practices, use of narrative principles, and focus on daily routines over play. Pepea, the adapted program, involves 10 group sessions covering content in basic education on autism, positive caregiver coping strategies, and behavioural skills training to promote child communication and reduce challenging behaviour. Key adaptations for Pepea were integrated back into a US NDBI caregiver training program.
    CONCLUSIONS: This study fills a critical gap by detailing the adaptation process of a caregiver wellbeing and naturalistic developmental behavioural training program for caregivers of children with autism in low-resource settings. Our next steps are to report on mixed-methods outcomes from pilot implementation. Our long-term goal is to apply these insights to advance sustainable and scalable autism intervention services across the globe.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    目标:医疗保健是一个复杂的自适应系统,需要敏捷,创新的领导者来改变护理。临床护士专家(CNSs)在影响变化和实现高质量结果方面具有独特的地位。考虑到全国的高需求,护士领导者需要战略来加入和保留CNSs。该计划评估的目的是描述CNS奖学金计划的核心组成部分和结果。
    方法:该程序评估使用Kirkpatrick模型作为评估学习和知识翻译的框架。
    方法:该研究在印第安纳州的3个医疗机构中进行。每个组织的临床护士专家领导确定了研究金的核心组成部分,并分析了团队组成(即,CNS团队中当前/过去研究员的百分比)。当前和过去的CNS研究员被邀请参加一项评估计划有效性的调查,对角色转变的影响,项目领导,和取得的成果。
    结果:在85%(17/20)的核心部件中发现了重叠,团队组成是71%(25/35)过去/现在的研究员,保留率为100%(12/12)。在被邀请的23人中,18人(78%)参加了项目评估。94%(17/18)的参与者将计划有效性评估为非常/极其有效。独立实践过渡的突出主题是应用学习,影响力,关系发展,有助于中枢神经系统视角的增量增益(即,影响批判性思维和行为的CNS价值观和指导原则)。
    结论:护士领导者应考虑实施研究金,以在组织中招募和保留CNS人才。
    OBJECTIVE: Healthcare is a complex adaptive system, requiring agile, innovative leaders to transform care. Clinical nurse specialists (CNSs) are uniquely positioned to influence change and achieve high-quality outcomes. Nurse leaders need strategies to onboard and retain CNSs considering high demand across the nation. The purpose of this program evaluation was to describe the core components and outcomes of CNS fellowship programs.
    METHODS: This program evaluation used the Kirkpatrick Model as a framework to assess learning and knowledge translation.
    METHODS: The study was conducted within 3 Indiana healthcare organizations. Clinical nurse specialist leaders from each organization identified fellowship core components and analyzed team composition (ie, percentage of CNS team that was current/past fellows). Current and past CNS fellows were invited to participate in a survey evaluating program effectiveness, impact on role transition, project leadership, and outcomes achieved.
    RESULTS: Overlap was identified among 85% (17/20) of the core components, team composition was 71% (25/35) past/current fellows, and retention was 100% (12/12). Of the 23 invited, 18 (78%) participated in the program evaluation. Program effectiveness was evaluated as very/extremely effective by 94% (17/18) of participants. Themes salient to independent practice transition were applying learning, achieving influence, and developing relationally, contributing to incremental gain of the CNS perspective (ie, CNS values and guiding principles influencing critical thinking and behavior).
    CONCLUSIONS: Nurse leaders should consider fellowship implementation to recruit and retain CNS talent within organizations.
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  • 文章类型: Journal Article
    促进农村2-5岁学龄前儿童健康体重的多层次干预措施有限。以开展农村学龄前儿童社区知情肥胖预防干预为目标,这项描述性研究的目的是确定:(1)社区设置和干预策略,以优先考虑干预措施;(2)潜在的实施挑战和解决方案;(3)研究团队和社区合作伙伴可以合作实施的即时干预措施.讲习班在印第安纳州(2个讲习班)和北卡罗来纳州(2个讲习班)的两个农村社区举行,肥胖率高。制定了一份指南,以缓和讨论,参与者投票对社区环境和干预策略进行排名。每个研讨会有9-15名参与者,包括父母,儿童保育提供者,和社区组织的代表。被确定为儿童肥胖预防优先事项的社区环境包括家庭,教育环境(幼儿园),食品出口,娱乐设施,和社交媒体。优先干预策略包括提供营养和体育活动教育,在建筑环境中增加获得健康食品和身体活动的机会,加强粮食安全。潜在的干预实施挑战集中在父母参与度差;提供了使用个性化邀请并为家庭提供交通支持的解决方案。合作实施的即时干预措施侧重于使用游戏模板使游乐场在美学上适合体育活动,以及通过季度通讯为家庭提供营养教育。这种与社区合作伙伴共同参与的方法提供了对两个农村社区儿童肥胖预防需求的洞察。要利用的社区资产(设置),以及优先考虑的潜在干预策略。调查结果将指导多层次的基于社区的干预措施的发展。
    Multi-level interventions promoting healthy weight in rural preschool children aged 2-5 years are limited. With the goal of developing a community-informed obesity prevention intervention for rural preschool-aged children, the purpose of this descriptive study was to identify: (1) community settings and intervention strategies to prioritize for an intervention; (2) potential implementation challenges and solutions; and (3) immediate interventions the study team and community partners could collaboratively implement. Workshops occurred in two rural communities in Indiana (2 workshops) and North Carolina (2 workshops), with high obesity rates. A guide was developed to moderate discussions and participants voted to rank community settings and intervention strategies. There were 9-15 participants per workshop, including parents, childcare providers, and representatives of community organizations. Community settings identified as priorities for child obesity prevention included the home, educational settings (preschools), food outlets, recreational facilities, and social media. Priority intervention strategies included providing nutrition and physical activity education, increasing access to healthy foods and physical activity in the built environment, and enhancing food security. Potential intervention implementation challenges centered on poor parental engagement; using personalized invitations and providing transportation support to families were proffered solutions. Immediate interventions to collaboratively implement focused on making playgrounds esthetically pleasing for physical activity using game stencils, and nutrition education for families via quarterly newsletters. This participatory approach with community partners provided insight into two rural communities\' needs for child obesity prevention, community assets (settings) to leverage, and potential intervention strategies to prioritize. Findings will guide the development of a multi-level community-based intervention.
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  • 文章类型: Journal Article
    使用海洛因,处方止痛药,甲基苯丙胺,和芬太尼在2017年导致全国健康危机,导致印第安纳州1852例过量死亡。州长EricJ.Holcomb将解决该州的物质使用问题作为他的最高优先事项之一,呼吁所有印第安人合作。2017年10月,印第安纳大学(IU)校长MichaelA.McRobbie回应说:宣布大学将启动应对成瘾危机大挑战(AGC)。合伙人包括霍尔科姆州长,IU健康,和Eskenazi健康。利用大学的研究优势,并与全州160多个社区组织合作,AGC试图解决印第安纳州及其他地区面临的物质使用问题。通过AGC创建了50个跨学科研究项目,专注于IU在五个领域的最大优势:(1)教育,培训,和认证;(2)数据科学和分析;(3)政策分析,经济学,和法律;(4)基本的,应用,和转化研究;(5)社区参与和劳动力发展。多样性,股本,和包容性的影响经常被考虑。本补编介绍了解决国家人民健康问题的IU方法,调查人员发起了项目和研究,为实践提供信息,战略和政策。
    Use of heroin, prescription painkillers, methamphetamines, and fentanyl led to a national health crisis in 2017, resulting in 1852 overdose deaths in Indiana. Governor Eric J. Holcomb made tackling substance use in the state one of his highest priorities, calling on all Hoosiers to collaborate. In October 2017, Indiana University (IU) President Michael A. McRobbie responded, announcing that the University would be initiating the Responding to the Addictions Crisis Grand Challenge (AGC). Partners included Governor Holcomb, IU Health, and Eskenazi Health. Leveraging the university\'s research strengths and partnering with more than 160 community organizations across the state, the AGC sought to address substance use facing Indiana and beyond. Fifty interdisciplinary research projects were created through the AGC, focusing on IU\'s greatest strength in five areas: (1) education, training, and certification; (2) data science and analysis; (3) policy analysis, economics, and law; (4) basic, applied, and translational research; (5) community engagement and workforce development. Diversity, equity, and inclusion implications were often considered. This supplement describes the IU approach to address the health of the people of the State, investigator initiated projects and research conducted to inform practice, strategy and policy.
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    背景:过量死亡评估(OFR)是制定社区过量预防策略的重要公共卫生工具。然而,OFR小组一次只审查少数病例,这通常只占其管辖范围内总死亡人数的一小部分。这种有限的审查可能会导致对局部用药过量模式的部分理解,导致政策建议不能完全满足更广泛的社区需求。
    目的:本研究探索了使用数据仪表板增强常规OFR的潜力,结合接触点的可视化-在用药过量之前的事件-以突出预防机会。
    方法:我们开展了2个焦点小组和对OFR专家的调查,以描述他们的信息需求,并设计一个实时仪表板,用于跟踪和测量死者过去与印第安纳州服务的互动。专家(N=27)参与,产生有关基本数据功能的见解,以整合并提供反馈以指导可视化的开发。
    结果:调查结果强调了显示死者与卫生服务(紧急医疗服务)和司法系统(监禁)的互动的重要性。还强调保持死者的匿名性,特别是在小社区,以及对OFR成员进行数据解释培训的必要性。开发的仪表板总结了关键的接触点指标,包括患病率,交互频率,接触点和用药过量之间的时间间隔,数据可在县和州一级查看。在初步评估中,该仪表板因其全面的数据覆盖以及增强OFR建议和病例选择的潜力而备受好评.
    结论:印第安纳州接触点仪表板是第一个显示实时可视化的功能,该功能将全州的行政管理和过量死亡率数据联系起来。该资源为当地卫生官员和OFR提供了及时的,定量,以及对其社区中过量用药风险因素的时空见解,促进数据驱动的干预和政策变化。然而,将仪表板完全集成到OFR实践中可能需要对数据解释和决策方面的培训团队。
    BACKGROUND: Overdose Fatality Review (OFR) is an important public health tool for shaping overdose prevention strategies in communities. However, OFR teams review only a few cases at a time, which typically represent a small fraction of the total fatalities in their jurisdiction. Such limited review could result in a partial understanding of local overdose patterns, leading to policy recommendations that do not fully address the broader community needs.
    OBJECTIVE: This study explored the potential to enhance conventional OFRs with a data dashboard, incorporating visualizations of touchpoints-events that precede overdoses-to highlight prevention opportunities.
    METHODS: We conducted 2 focus groups and a survey of OFR experts to characterize their information needs and design a real-time dashboard that tracks and measures decedents\' past interactions with services in Indiana. Experts (N=27) were engaged, yielding insights on essential data features to incorporate and providing feedback to guide the development of visualizations.
    RESULTS: The findings highlighted the importance of showing decedents\' interactions with health services (emergency medical services) and the justice system (incarcerations). Emphasis was also placed on maintaining decedent anonymity, particularly in small communities, and the need for training OFR members in data interpretation. The developed dashboard summarizes key touchpoint metrics, including prevalence, interaction frequency, and time intervals between touchpoints and overdoses, with data viewable at the county and state levels. In an initial evaluation, the dashboard was well received for its comprehensive data coverage and its potential for enhancing OFR recommendations and case selection.
    CONCLUSIONS: The Indiana touchpoints dashboard is the first to display real-time visualizations that link administrative and overdose mortality data across the state. This resource equips local health officials and OFRs with timely, quantitative, and spatiotemporal insights into overdose risk factors in their communities, facilitating data-driven interventions and policy changes. However, fully integrating the dashboard into OFR practices will likely require training teams in data interpretation and decision-making.
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