在当地社区实施 HPTN 094 综合干预 INTEGRA 的数据驱动方法。

IF 8.8 1区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Laramie R Smith, Amaya Perez-Brumer, Melanie Nicholls, Jayla Harris, Qiana Allen, Alan Padilla, Autumn Yates, Eliza Samore, Rebecca Kennedy, Irene Kuo, Jordan E Lake, Cecile Denis, David Goodman-Meza, Peter Davidson, Steve Shoptaw, Nabila El-Bassel
{"title":"在当地社区实施 HPTN 094 综合干预 INTEGRA 的数据驱动方法。","authors":"Laramie R Smith, Amaya Perez-Brumer, Melanie Nicholls, Jayla Harris, Qiana Allen, Alan Padilla, Autumn Yates, Eliza Samore, Rebecca Kennedy, Irene Kuo, Jordan E Lake, Cecile Denis, David Goodman-Meza, Peter Davidson, Steve Shoptaw, Nabila El-Bassel","doi":"10.1186/s13012-024-01363-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>HIV burden in the US among people who inject drugs (PWID) is driven by overlapping syndemic factors such as co-occurring health needs and environmental factors that synergize to produce worse health outcomes among PWID. This includes stigma, poverty, and limited healthcare access (e.g. medication to treat/prevent HIV and for opioid use disorder [MOUD]). Health services to address these complex needs, when they exist, are rarely located in proximity to each other or to the PWID who need them. Given the shifting drug use landscapes and geographic heterogeneity in the US, we evaluate a data-driven approach to guide the delivery of such services to PWID in local communities.</p><p><strong>Methods: </strong>We used a hybrid, type I, embedded, mixed method, data-driven approach to identify and characterize viable implementation neighborhoods for the HPTN 094 complex intervention, delivering integrated MOUD and HIV treatment/prevention through a mobile unit to PWID across five US cities. Applying the PRISM framework, we triangulated geographic and observational pre-implementation phase data (epidemiological overdose and HIV surveillance data) with two years of implementation phase data (weekly ecological assessments, study protocol meetings) to characterize environmental factors that affected the viability of implementation neighborhoods over time and across diverse settings.</p><p><strong>Results: </strong>Neighborhood-level drug use and geographic diversity alongside shifting socio-political factors (policing, surveillance, gentrification) differentially affected the utility of epidemiological data in identifying viable implementation neighborhoods across sites. In sites where PWID are more geographically dispersed, proximity to structural factors such as public transportation and spaces where PWID reside played a role in determining suitable implementation sites. The utility of leveraging additional data from local overdose and housing response systems to identify viable implementation neighborhoods was mixed.</p><p><strong>Conclusions: </strong>Our findings suggest that data-driven approaches provide a contextually relevant pragmatic strategy to guide the real-time implementation of integrated care models to better meet the needs of PWID and help inform the scale-up of such complex interventions. This work highlights the utility of implementation science methods that attend to the impact of local community environmental factors on the implementation of complex interventions to PWID across diverse drug use, sociopolitical, and geographic landscapes in the US.</p><p><strong>Trial registration: </strong>ClincalTrials.gov, Registration Number: NCT04804072 . Registered 18 February 2021.</p>","PeriodicalId":54995,"journal":{"name":"Implementation Science","volume":"19 1","pages":"39"},"PeriodicalIF":8.8000,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11149235/pdf/","citationCount":"0","resultStr":"{\"title\":\"A data-driven approach to implementing the HPTN 094 complex intervention INTEGRA in local communities.\",\"authors\":\"Laramie R Smith, Amaya Perez-Brumer, Melanie Nicholls, Jayla Harris, Qiana Allen, Alan Padilla, Autumn Yates, Eliza Samore, Rebecca Kennedy, Irene Kuo, Jordan E Lake, Cecile Denis, David Goodman-Meza, Peter Davidson, Steve Shoptaw, Nabila El-Bassel\",\"doi\":\"10.1186/s13012-024-01363-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>HIV burden in the US among people who inject drugs (PWID) is driven by overlapping syndemic factors such as co-occurring health needs and environmental factors that synergize to produce worse health outcomes among PWID. This includes stigma, poverty, and limited healthcare access (e.g. medication to treat/prevent HIV and for opioid use disorder [MOUD]). Health services to address these complex needs, when they exist, are rarely located in proximity to each other or to the PWID who need them. Given the shifting drug use landscapes and geographic heterogeneity in the US, we evaluate a data-driven approach to guide the delivery of such services to PWID in local communities.</p><p><strong>Methods: </strong>We used a hybrid, type I, embedded, mixed method, data-driven approach to identify and characterize viable implementation neighborhoods for the HPTN 094 complex intervention, delivering integrated MOUD and HIV treatment/prevention through a mobile unit to PWID across five US cities. Applying the PRISM framework, we triangulated geographic and observational pre-implementation phase data (epidemiological overdose and HIV surveillance data) with two years of implementation phase data (weekly ecological assessments, study protocol meetings) to characterize environmental factors that affected the viability of implementation neighborhoods over time and across diverse settings.</p><p><strong>Results: </strong>Neighborhood-level drug use and geographic diversity alongside shifting socio-political factors (policing, surveillance, gentrification) differentially affected the utility of epidemiological data in identifying viable implementation neighborhoods across sites. In sites where PWID are more geographically dispersed, proximity to structural factors such as public transportation and spaces where PWID reside played a role in determining suitable implementation sites. The utility of leveraging additional data from local overdose and housing response systems to identify viable implementation neighborhoods was mixed.</p><p><strong>Conclusions: </strong>Our findings suggest that data-driven approaches provide a contextually relevant pragmatic strategy to guide the real-time implementation of integrated care models to better meet the needs of PWID and help inform the scale-up of such complex interventions. This work highlights the utility of implementation science methods that attend to the impact of local community environmental factors on the implementation of complex interventions to PWID across diverse drug use, sociopolitical, and geographic landscapes in the US.</p><p><strong>Trial registration: </strong>ClincalTrials.gov, Registration Number: NCT04804072 . Registered 18 February 2021.</p>\",\"PeriodicalId\":54995,\"journal\":{\"name\":\"Implementation Science\",\"volume\":\"19 1\",\"pages\":\"39\"},\"PeriodicalIF\":8.8000,\"publicationDate\":\"2024-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11149235/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Implementation Science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13012-024-01363-x\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Implementation Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13012-024-01363-x","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

摘要

背景:美国注射吸毒者(PWID)中的艾滋病毒负担是由重叠的综合因素造成的,如并发的健康需求和环境因素,这些因素协同作用,导致注射吸毒者的健康状况恶化。这包括污名化、贫困和有限的医疗保健(如治疗/预防艾滋病毒和阿片类药物使用障碍 [MOUD] 的药物)。为满足这些复杂需求而提供的医疗服务,即使存在,也很少位于需要这些服务的吸毒者附近。考虑到美国不断变化的毒品使用情况和地域异质性,我们评估了一种数据驱动方法,以指导在当地社区向吸毒者提供此类服务:方法:我们采用了一种混合型、I 类、嵌入式、混合方法、数据驱动方法来确定和描述 HPTN 094 综合干预措施的可行实施地区,该干预措施通过移动设备向美国五个城市的吸毒者提供 MOUD 和 HIV 治疗/预防综合服务。应用 PRISM 框架,我们将实施前阶段的地理和观察数据(流行病学用药过量和 HIV 监测数据)与实施阶段的两年数据(每周生态评估、研究协议会议)进行三角测量,以确定在不同时间和不同环境下影响实施社区可行性的环境因素:结果:邻里层面的毒品使用和地理多样性,以及不断变化的社会政治因素(治安、监控、城市化),对流行病学数据在确定不同地点可行的实施邻里方面的效用产生了不同的影响。在吸毒者较为分散的地区,是否靠近公共交通和吸毒者居住地等结构性因素在确定合适的实施地点方面发挥了作用。利用当地用药过量和住房响应系统的额外数据来确定可行的实施社区的效用参差不齐:我们的研究结果表明,数据驱动方法提供了一种与具体情况相关的实用策略,可指导综合护理模式的实时实施,从而更好地满足吸毒者的需求,并有助于为此类复杂干预措施的推广提供信息。这项工作凸显了实施科学方法的实用性,这些方法关注当地社区环境因素对在美国不同毒品使用、社会政治和地理环境下对吸毒者实施复杂干预措施的影响:试验注册:ClinalTrials.gov,注册号:NCT04804072:NCT04804072 。注册日期:2021 年 2 月 18 日。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A data-driven approach to implementing the HPTN 094 complex intervention INTEGRA in local communities.

Background: HIV burden in the US among people who inject drugs (PWID) is driven by overlapping syndemic factors such as co-occurring health needs and environmental factors that synergize to produce worse health outcomes among PWID. This includes stigma, poverty, and limited healthcare access (e.g. medication to treat/prevent HIV and for opioid use disorder [MOUD]). Health services to address these complex needs, when they exist, are rarely located in proximity to each other or to the PWID who need them. Given the shifting drug use landscapes and geographic heterogeneity in the US, we evaluate a data-driven approach to guide the delivery of such services to PWID in local communities.

Methods: We used a hybrid, type I, embedded, mixed method, data-driven approach to identify and characterize viable implementation neighborhoods for the HPTN 094 complex intervention, delivering integrated MOUD and HIV treatment/prevention through a mobile unit to PWID across five US cities. Applying the PRISM framework, we triangulated geographic and observational pre-implementation phase data (epidemiological overdose and HIV surveillance data) with two years of implementation phase data (weekly ecological assessments, study protocol meetings) to characterize environmental factors that affected the viability of implementation neighborhoods over time and across diverse settings.

Results: Neighborhood-level drug use and geographic diversity alongside shifting socio-political factors (policing, surveillance, gentrification) differentially affected the utility of epidemiological data in identifying viable implementation neighborhoods across sites. In sites where PWID are more geographically dispersed, proximity to structural factors such as public transportation and spaces where PWID reside played a role in determining suitable implementation sites. The utility of leveraging additional data from local overdose and housing response systems to identify viable implementation neighborhoods was mixed.

Conclusions: Our findings suggest that data-driven approaches provide a contextually relevant pragmatic strategy to guide the real-time implementation of integrated care models to better meet the needs of PWID and help inform the scale-up of such complex interventions. This work highlights the utility of implementation science methods that attend to the impact of local community environmental factors on the implementation of complex interventions to PWID across diverse drug use, sociopolitical, and geographic landscapes in the US.

Trial registration: ClincalTrials.gov, Registration Number: NCT04804072 . Registered 18 February 2021.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Implementation Science
Implementation Science 医学-卫生保健
CiteScore
14.30
自引率
11.10%
发文量
78
审稿时长
4-8 weeks
期刊介绍: Implementation Science is a leading journal committed to disseminating evidence on methods for integrating research findings into routine healthcare practice and policy. It offers a multidisciplinary platform for studying implementation strategies, encompassing their development, outcomes, economics, processes, and associated factors. The journal prioritizes rigorous studies and innovative, theory-based approaches, covering implementation science across various healthcare services and settings.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信