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Insights to Action: Supporting Parental Trust and Vaccine Literacy. 洞察行动:支持父母信任和疫苗素养。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-01-20 DOI: 10.1097/PHH.0000000000002322
Shalini Nair, Geetika Nadkarni
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引用次数: 0
Evaluating Field Placement Competencies and Workforce Readiness in Region IV Public Health Training Center. 评估第四区公共卫生培训中心的实地安置能力和劳动力准备情况。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-11-24 DOI: 10.1097/PHH.0000000000002301
Matthew Fifolt, Elizabeth L Kidwell, Lisa C McCormick, Melissa Alperin

Developing a skilled governmental public health workforce requires intentional training opportunities that extend beyond foundational skills. Field placement programs, offered through the Public Health Training Center Network, provide students with practical experience while supporting agency capacity. This Practice Brief Report examines governmental public health field placements sponsored by the Region IV Public Health Training Center between 2019 and 2024 (n = 75). Student evaluations showed frequent practice in data analytics and assessment, policy development and program planning, and communication skills, areas reflecting organizational strengths. However, the findings of Public Health Workforce Interest and Needs Survey highlighted critical workforce gaps in higher-level skills such as budget and financial management, policy engagement, and leadership and systems thinking. Field placement experiences offer an opportunity to introduce students to these complex competencies early in their careers. Intentionally integrating higher-level skills into placement design can strengthen student preparation and help ensure a future workforce ready to address evolving public health challenges.

发展一支熟练的政府公共卫生工作队伍需要有意提供超出基本技能的培训机会。通过公共卫生培训中心网络提供的实地实习方案在支持机构能力的同时为学生提供实践经验。本实践简要报告审查了2019年至2024年间由第四区公共卫生培训中心赞助的政府公共卫生实地实习(n = 75)。学生的评估显示,他们在数据分析和评估、政策制定和项目规划以及沟通技巧等方面经常进行练习,这些都反映了组织的优势。然而,公共卫生人力兴趣和需求调查的结果突出了在预算和财务管理、政策参与以及领导和系统思维等高级技能方面的关键劳动力差距。实地实习经验为学生在职业生涯早期介绍这些复杂的能力提供了一个机会。有意地将更高水平的技能整合到安置设计中,可以加强学生的准备,并有助于确保未来的劳动力准备好应对不断变化的公共卫生挑战。
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引用次数: 0
Implementing Harm Reduction Vending Machines to Reduce Opioid Overdose Risk: Description of a Centralized Implementation Model, Pros, Cons, and Lessons Learned. 实施减少危害的自动售货机以减少阿片类药物过量的风险:集中实施模型的描述,优点,缺点和经验教训。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-11-25 DOI: 10.1097/PHH.0000000000002312
Bonnie M Vest, Meghan K Chambers, Matthew Thomas, Shelby Arena, Mia Dickinson, Joshua J Lynch, Brian M Clemency

Context: Efforts in the United States to address the opioid epidemic often include harm reduction approaches. Harm reduction vending machines (HRVMs) are a newer model for distributing harm reduction supplies in the United States, although they have been more widely used for decades in Europe.

Objective: The goal of the current study is to describe the programmatic details and implementation process for a potentially unique HRVM rollout in New York State (NYS), where HRVM implementation was facilitated by a centralized state program (MATTERS). We also describe evaluation data on the experiences of the agencies that agreed to host a machine through the program, to identify the pros and cons of the model and lessons learned for others considering this approach.

Design: Program description and qualitative program evaluation using interviews.

Setting and participants: Fourteen representatives from 12 organizations, collectively hosting 15 vending machines across NYS.

Main outcome: Description of the program structure and process, and identification of themes emerging from the qualitative interviews around the model. A rapid analysis approach was used to identify themes from the data.

Results: Findings revealed: 1) perceptions of how HRVMs fit into overall harm reduction activities; 2) pros (eg, privacy and 24/7 availability) and cons (eg, identifying partners and technological challenges); and 3) lessons learned (eg, thoughtful planning and engagement are critical) that can help inform other organizations considering taking on an HRVM and other entities considering regional or statewide rollout of HRVMs.

Conclusions: Organizations perceived HRVMs as valuable additions to their harm reduction activities and saw few challenges associated with hosting a machine. The centralized rollout process facilitated the ability of individual organizations to implement a machine. Future studies are needed to fully understand the cost-benefit of HRVMs, as well as the impact of HRVMs on key substance use and overdose outcomes.

背景:美国应对阿片类药物流行的努力通常包括减少危害的方法。减害贩卖机(hrvm)在美国是一种较新的销售减害用品的模式,尽管它们在欧洲已经被广泛使用了几十年。目的:当前研究的目的是描述纽约州(NYS)可能独特的HRVM推出的计划细节和实施过程,在纽约州,HRVM的实施由一个集中的州计划(MATTERS)促进。我们还描述了同意通过该计划托管机器的机构的经验评估数据,以确定该模型的优点和缺点,并为其他考虑这种方法的机构提供经验教训。设计:通过访谈对项目进行描述和定性评估。设置和参与者:来自12个组织的14名代表,在纽约共托管15台自动售货机。主要成果:描述项目结构和过程,并确定围绕模型进行的定性访谈中出现的主题。采用快速分析方法从数据中确定主题。结果:研究结果揭示了:1)对hrvm如何适应整体减少伤害活动的看法;2)优点(例如,隐私和全天候可用性)和缺点(例如,确定合作伙伴和技术挑战);3)经验教训(例如,深思熟虑的计划和参与是至关重要的),可以帮助其他组织考虑采用HRVM,其他实体考虑在区域或全州范围内推出HRVM。结论:组织将hrvm视为其减少危害活动的有价值的补充,并且认为与托管机器相关的挑战很少。集中的推出过程促进了单个组织实现机器的能力。未来的研究需要充分了解hrvm的成本效益,以及hrvm对关键物质使用和过量结局的影响。
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引用次数: 0
"Cancer Prevention Is Typically My Top One": A Qualitative Study of Public Health Nurses' Experiences With and Perceptions of Human Papillomavirus (HPV) Vaccination in Montana. “癌症预防通常是我的首要任务”:蒙大拿州公共卫生护士对人乳头瘤病毒(HPV)疫苗接种的经验和看法的定性研究。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-11-07 DOI: 10.1097/PHH.0000000000002286
Juthika Thaker, Teigan Avery, James Caringi, Sophia R Newcomer

Context: Human papillomavirus (HPV) is the most common sexually transmitted infection in the US. Despite the availability of safe and effective vaccination to prevent these infections, vaccination rates have remained suboptimal. To design effective evidence-based strategies, a robust understanding of the facilitators of HPV vaccination is needed. Despite the important role of public health departments in rural immunization services delivery, HPV vaccination practices in such settings have not been well described.

Objective: This study aimed to examine multilevel factors that influence HPV vaccination practices within rural public health departments, and to identify strategies used by public health departments in promoting vaccination for adolescent patients.

Design: We conducted in-depth, semistructured exploratory interviews with 21 immunization nurses between June and August 2022. We used a positive deviance design to sample nurses working in county public health departments that were in the top and bottom quartiles for the proportion of missed opportunities to vaccinate against HPV. Transcripts were reviewed independently by 2 interviewers and analyzed to identify key themes.

Participants: Immunization nurses working in rural public health departments in Montana.

Results: Interviews with 21 nurses revealed that increased parental hesitancy toward the HPV vaccine and the communication styles used during vaccine discussions were key factors influencing HPV vaccine uptake among adolescents receiving care at rural public health departments. Participants highlighted the need to engage adolescents through tailored vaccine messaging, create training opportunities for nurses in vaccine conversations, invest in social media campaigns, encourage collaborations with schools and community organizations, and promote HPV vaccination at every patient encounter to improve vaccination rates.

Conclusion: Public health nurses play a crucial role in adolescent immunization services delivery in rural areas. Identifying vaccination strategies implemented by higher-performing public health departments is critical for informing future initiatives.

背景:人乳头瘤病毒(HPV)是美国最常见的性传播感染。尽管有安全有效的疫苗接种来预防这些感染,但疫苗接种率仍然不理想。为了设计有效的基于证据的策略,需要对HPV疫苗接种的促进因素有充分的了解。尽管公共卫生部门在农村免疫服务提供方面发挥着重要作用,但这种情况下的HPV疫苗接种实践尚未得到很好的描述。目的:本研究旨在研究影响农村公共卫生部门HPV疫苗接种实践的多层面因素,并确定公共卫生部门在促进青少年患者接种疫苗方面使用的策略。设计:我们于2022年6月至8月对21名免疫护士进行了深入的半结构化探索性访谈。我们使用正偏差设计对在县公共卫生部门工作的护士进行抽样,这些部门在错过HPV疫苗接种机会的比例中处于最高和最低四分位数。笔录由两位采访者独立审阅并分析,以确定关键主题。参与者:在蒙大拿州农村公共卫生部门工作的免疫护士。结果:对21名护士的访谈显示,父母对HPV疫苗的犹豫增加以及疫苗讨论中使用的沟通方式是影响在农村公共卫生部门接受护理的青少年HPV疫苗接种的关键因素。与会者强调,有必要通过量身定制的疫苗信息传递让青少年参与进来,在疫苗对话中为护士创造培训机会,投资于社交媒体运动,鼓励与学校和社区组织合作,并在每次患者接触时促进HPV疫苗接种,以提高疫苗接种率。结论:公共卫生护士在农村青少年免疫服务中发挥着重要作用。确定绩效较高的公共卫生部门实施的疫苗接种战略对于为今后的举措提供信息至关重要。
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引用次数: 0
National Institutes of Health Research Funding Inequities of Psychiatric and Neurological Disorders: A Predictive Analysis From 2011 Through 2023. 美国国立卫生研究院精神病和神经系统疾病的资金不公平:2011年至2023年的预测分析。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-11-24 DOI: 10.1097/PHH.0000000000002304
Eli Berglas, Eliyahu M Kochman, Lana Krilyuk, Cristian Mathew, Netanel Yomtov, Rachel Berglas, Matthew A Adamo

Context: The burden of vastly different diseases has been used to predict National Institutes of Health (NIH) research funding, typically including only 1 year of data. A multi-year analysis of related diseases would provide a more accurate assessment of which diseases are funded appropriately compared to their burden, enabling targeted lobbying efforts and policy changes to ensure equitable funding.

Objectives: Determining under- or over-funded psychiatric and neurological diseases over a 13-year period.

Design: This ecological study utilized disability-adjusted life years (DALYs) to quantify disease burden. Quantile regression residuals and 95% CIs at several quantiles determined under- or over-funding. Joinpoint regression delineated DALY trends using average annual percent change (AAPC).

Setting: The United States.

Participants: Persons contributing DALYs from attention-deficit/hyperactivity disorder, autism, depressive disorders, eating disorders, schizophrenia, epilepsy, headache disorders, multiple sclerosis, Parkinson's disease, or stroke.

Intervention: None.

Main outcome measure: The difference between actual and predicted funding.

Results: Changes in DALYs had a greater impact at higher funding levels. Eating and headache disorders were significantly underfunded at all quantiles. The severity of underfunding at the 50 th quantile decreased for eating (363% [CI: 329%, 386%] to 190% [CI: 170%, 204%]) and headache (1497% [CI: 1164%, 1665%] to 676% [CI: 514%, 759%]) disorders from 2011 to 2023. Disability-adjusted life years for eating disorders decreased (AAPC = -1.0% [CI: -1.1%, -0.9%]), whereas DALYs for headache disorders increased marginally (AAPC = 0.1% [CI: 0.1%, 0.1%]).

Conclusions: Changes in disease burden were correlated with more significant funding changes in diseases with greater baseline funding. The 2 lowest-funded diseases, eating and headache disorders, are being drastically underfunded compared to their disease burden. While this was not correlated with significant aberrations in disease burden trends in the study period, further lobbying efforts and policy changes must be considered to ensure these diseases receive equitable funding.

背景:不同疾病的负担被用来预测美国国立卫生研究院(NIH)的研究经费,通常只包括1年的数据。对相关疾病进行多年分析将更准确地评估哪些疾病与其负担相比得到了适当的资助,从而使有针对性的游说努力和政策变革能够确保公平供资。目的:确定13年期间精神和神经疾病的资金不足或过度。设计:本生态学研究利用残疾调整生命年(DALYs)量化疾病负担。分位数回归残差和几个分位数的95% ci确定了资金不足或过多。结合点回归使用平均年百分比变化(AAPC)描绘了DALY趋势。背景:美国。参与者:患有注意力缺陷/多动障碍、自闭症、抑郁症、饮食失调、精神分裂症、癫痫、头痛疾病、多发性硬化症、帕金森病或中风的DALYs患者。干预:没有。主要结果衡量标准:实际和预测资金之间的差异。结果:在较高的资助水平上,DALYs的变化具有更大的影响。在所有分位数中,饮食和头痛疾病的资金都明显不足。从2011年到2023年,第50分位数的资金不足严重程度在饮食疾病(363% [CI: 329%, 386%]至190% [CI: 170%, 204%])和头痛疾病(1497% [CI: 1164%, 1665%]至676% [CI: 514%, 759%])方面有所下降。饮食失调的残疾调整生命年减少(AAPC = -1.0% [CI: -1.1%, -0.9%]),而头痛疾病的伤残调整生命年略有增加(AAPC = 0.1% [CI: 0.1%, 0.1%])。结论:疾病负担的变化与基线资金更多的疾病的更显著的资金变化相关。经费最少的两种疾病,即进食障碍和头痛疾病,与其疾病负担相比,资金严重不足。虽然这与研究期间疾病负担趋势的显著异常无关,但必须考虑进一步的游说努力和政策变化,以确保这些疾病获得公平的资助。
{"title":"National Institutes of Health Research Funding Inequities of Psychiatric and Neurological Disorders: A Predictive Analysis From 2011 Through 2023.","authors":"Eli Berglas, Eliyahu M Kochman, Lana Krilyuk, Cristian Mathew, Netanel Yomtov, Rachel Berglas, Matthew A Adamo","doi":"10.1097/PHH.0000000000002304","DOIUrl":"10.1097/PHH.0000000000002304","url":null,"abstract":"<p><strong>Context: </strong>The burden of vastly different diseases has been used to predict National Institutes of Health (NIH) research funding, typically including only 1 year of data. A multi-year analysis of related diseases would provide a more accurate assessment of which diseases are funded appropriately compared to their burden, enabling targeted lobbying efforts and policy changes to ensure equitable funding.</p><p><strong>Objectives: </strong>Determining under- or over-funded psychiatric and neurological diseases over a 13-year period.</p><p><strong>Design: </strong>This ecological study utilized disability-adjusted life years (DALYs) to quantify disease burden. Quantile regression residuals and 95% CIs at several quantiles determined under- or over-funding. Joinpoint regression delineated DALY trends using average annual percent change (AAPC).</p><p><strong>Setting: </strong>The United States.</p><p><strong>Participants: </strong>Persons contributing DALYs from attention-deficit/hyperactivity disorder, autism, depressive disorders, eating disorders, schizophrenia, epilepsy, headache disorders, multiple sclerosis, Parkinson's disease, or stroke.</p><p><strong>Intervention: </strong>None.</p><p><strong>Main outcome measure: </strong>The difference between actual and predicted funding.</p><p><strong>Results: </strong>Changes in DALYs had a greater impact at higher funding levels. Eating and headache disorders were significantly underfunded at all quantiles. The severity of underfunding at the 50 th quantile decreased for eating (363% [CI: 329%, 386%] to 190% [CI: 170%, 204%]) and headache (1497% [CI: 1164%, 1665%] to 676% [CI: 514%, 759%]) disorders from 2011 to 2023. Disability-adjusted life years for eating disorders decreased (AAPC = -1.0% [CI: -1.1%, -0.9%]), whereas DALYs for headache disorders increased marginally (AAPC = 0.1% [CI: 0.1%, 0.1%]).</p><p><strong>Conclusions: </strong>Changes in disease burden were correlated with more significant funding changes in diseases with greater baseline funding. The 2 lowest-funded diseases, eating and headache disorders, are being drastically underfunded compared to their disease burden. While this was not correlated with significant aberrations in disease burden trends in the study period, further lobbying efforts and policy changes must be considered to ensure these diseases receive equitable funding.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":" ","pages":"E80-E90"},"PeriodicalIF":1.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145597466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Academic-Nonprofit Partnership for Public Health: Document Analysis and Systematization of the Implementation of a Multijurisdictional Long COVID Surveillance Platform. 公共卫生学术-非营利伙伴关系:多司法管辖区长期COVID监测平台实施的文件分析和系统化
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-12-15 DOI: 10.1097/PHH.0000000000002316
Vinita Sharma, Rebekah Epstein, Megha K Arora, Tracy Edinger, McKenna Dahlquist, Christian Flessner, J Mac McCullough, Umesh Ghimire, Lillian Upton Smith, Miguel Reina Ortiz

Context: Health information exchanges (HIEs) are generally underutilized as data sources for public health surveillance, potentially decreasing the ability of public health practitioners to leverage the rich, real-time, clinical, and public health data therewith contained.

Objectives: To systematize the process of implementing an academic-nonprofit partnership (ANPP) designed to leverage multijurisdictional HIE data for public health surveillance of Long COVID by Systematizing the ANPP's. Implementation, with a focus on its operational strengths, opportunities, challenges, and strategies for its sustained growth.

Design: Document review and analysis informed by the Centers for Disease Control and Prevention's Surveillance System Evaluation framework. We employed a systematic approach to the collection and interpretation of 5 types of documents to describe the experience of implementing a multistakeholder, multijurisdictional, HIE-based ANPP for public health surveillance from 2022 to 2025.

Setting: Multijurisdictional settings in the US.

Participants: The ANPP and its constituent organizations.

Intervention: Implementation of the ANPP.

Main outcome measure: Identification of critical lessons learned including key partnership elements, encountered challenges, surveillance framework application, and strategies for implementing a multistakeholder, multijurisdictional ANPP for public health surveillance.

Results: A participatory, iterative approach was used to engage stakeholders on ANPP implementation. Foundational strengths included complementary partner expertise and robust data environments, which created unique opportunities for comprehensive Long COVID surveillance. Challenges involved navigating varied institutional, legal, and regulatory requirements, complex data permission structures, and coordinating teams across different time zones. Key lessons learned highlighted that extensive initial investment in legal frameworks, data environments, and communication protocols, though time-consuming, significantly improves surveillance capabilities. Strategies to ensure success included replacing large meetings with focused working groups, fostering frequent communication, and implementing rigorous inter-team data quality control.

Conclusion: Implementing multistakeholder, multijurisdictional, HIE-based surveillance necessitates substantial upfront investment. Continuous refinement and strategic efforts are vital for overcoming operational complexities and maximizing HIE potential for robust public health surveillance.

背景:卫生信息交换(HIEs)作为公共卫生监测的数据源通常未得到充分利用,这可能会降低公共卫生从业人员利用其中包含的丰富、实时、临床和公共卫生数据的能力。目标:将实施学术-非营利合作伙伴关系(ANPP)的过程系统化,该合作伙伴关系旨在通过将ANPP系统化,利用多司法管辖区的HIE数据进行长期COVID的公共卫生监测。实施,重点关注其业务优势、机遇、挑战和持续增长的战略。设计:根据疾病控制和预防中心的监测系统评估框架进行文件审查和分析。我们采用系统方法收集和解释5种类型的文件,以描述从2022年到2025年在公共卫生监测中实施多利益攸关方、多司法管辖区、基于卫生组织的ANPP的经验。设置:美国多司法管辖区设置。参加者:安协及其组成组织。干预:ANPP的实施。主要成果衡量标准:确定吸取的重要经验教训,包括关键伙伴关系要素、遇到的挑战、监测框架的应用,以及为公共卫生监测实施多利益攸关方、多司法管辖区ANPP的战略。结果:采用参与式迭代方法让利益相关者参与ANPP的实施。基础优势包括互补的合作伙伴专业知识和强大的数据环境,这为全面的长期COVID监测创造了独特的机会。挑战包括应对各种制度、法律和监管要求、复杂的数据权限结构以及跨不同时区协调团队。吸取的主要经验教训强调,对法律框架、数据环境和通信协议的广泛初始投资虽然耗时,但可显著提高监测能力。确保成功的策略包括用重点工作小组取代大型会议,促进频繁的沟通,以及实现严格的团队间数据质量控制。结论:实施多利益相关者、多司法管辖区、基于卫生健康状况的监测需要大量的前期投资。持续改进和战略努力对于克服操作复杂性和最大限度地发挥HIE在强有力的公共卫生监测方面的潜力至关重要。
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引用次数: 0
Decoding Data Science Upskilling: Insights From 5 Years of Data Science Projects at the Centers for Disease Control and Prevention, 2019-2023. 解码数据科学提升技能:来自疾病控制与预防中心5年数据科学项目的见解,2019-2023。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-11-24 DOI: 10.1097/PHH.0000000000002284
Mayer Antoine, Adebowale I Ojo, Mary Catherine Bertulfo, Margaret Okomo-Adhiambo, Robert D Kirkcaldy

Context: Public health organizations are increasingly recognizing the value and potential of data science. However, a gap remains in understanding how data science is being applied in public health.

Objective: This article provides a comprehensive overview of data science applications in real-world public health settings. By describing the characteristics of projects supported by the Centers for Disease Control and Prevention's Data Science Upskilling (DSU) program during 2019-2023, we seek to guide future efforts in public health data science workforce development and data modernization.

Methods: We manually reviewed DSU applications and final presentations about the projects compiled during 2019-2023. We analyzed projects based on 7 characteristics, including public health domain and task, data science topic and method, data modality, tools, and programming languages used.

Results: DSU supported 112 data science projects across 5 annual cohorts (2019-2023). Many projects addressed the COVID-19 pandemic (13%), infectious diseases (13%), and vaccines (11%). Approximately half the projects used data visualization (54%) and statistics (51%), with 42% employing artificial intelligence (AI) and machine learning (ML). Furthermore, 52% of projects were designed to support decision making, and 22% sought to improve processes and programs. Learners primarily used RStudio (50%), Jupyter Notebooks (41%), and Power BI (26%), along with Python (56%) and R (55%). AI and ML use increased from 33% of projects in 2019 to 56% in 2023, demonstrating an evolving focus on advanced methodologies.

Conclusions: Many teams prioritized data visualization, such as dashboards and visualization tools to support decision making, indicating opportunities for additional infrastructure and training in this area. We observed increasing use of AI and ML, suggesting a need for staff upskilling in these domains. Optimally leveraging data science technologies will require workforce development strategies and data modernization efforts to keep pace with the rapidly evolving field.

背景:公共卫生组织越来越认识到数据科学的价值和潜力。然而,在理解数据科学如何应用于公共卫生方面仍然存在差距。目的:本文全面概述了数据科学在现实世界公共卫生环境中的应用。通过描述2019-2023年疾病控制与预防中心数据科学技能提升(DSU)计划支持的项目的特征,我们试图指导公共卫生数据科学劳动力发展和数据现代化的未来努力。方法:人工审核2019-2023年编制项目的DSU申请和期末报告。我们基于7个特征对项目进行了分析,包括公共卫生领域和任务、数据科学主题和方法、数据模式、工具和使用的编程语言。结果:DSU支持了5个年度队列(2019-2023)的112个数据科学项目。许多项目涉及COVID-19大流行(13%)、传染病(13%)和疫苗(11%)。大约一半的项目使用了数据可视化(54%)和统计(51%),42%的项目使用了人工智能(AI)和机器学习(ML)。此外,52%的项目旨在支持决策制定,22%的项目旨在改进流程和计划。学习者主要使用RStudio (50%), Jupyter notebook(41%)和Power BI(26%),以及Python(56%)和R(55%)。人工智能和机器学习的使用从2019年的33%增加到2023年的56%,表明对先进方法的不断关注。结论:许多团队优先考虑数据可视化,例如仪表板和可视化工具来支持决策制定,这表明在该领域有额外的基础设施和培训的机会。我们观察到人工智能和机器学习的使用越来越多,这表明需要提高这些领域的员工技能。最佳地利用数据科学技术将需要劳动力发展战略和数据现代化努力,以跟上快速发展的领域。
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引用次数: 0
10 Ways to Put Equity and Justice Into Practice. 践行公平正义的10种方式。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-01-20 DOI: 10.1097/PHH.0000000000002331
Jamila M Porter, Aysha Dominguez Pamukcu
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引用次数: 0
Leveraging Medicaid Claims to Map Complex Chronic Conditions for Emergency Preparedness. 利用医疗补助计划来绘制复杂慢性病的应急准备。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-12-03 DOI: 10.1097/PHH.0000000000002283
Jaclyn M Hall, Madison R McCraney, Christina A Vincent, Peyton A Lurk, Kristen Erichsen, Choeeta Chakrabarti, Rahma S Mkuu, Christopher R Cogle

Context: Populations with complex chronic conditions (CCCs), especially those reliant on medical technology, face disproportionate risks during disasters. Medicaid enrollees make up a large portion of these vulnerable populations, yet states often lack rapid identification systems to inform disaster planning.

Program: Florida Medicaid developed a claims-based method to identify enrollees with CCCs, including those dependent on medical technology, to support emergency preparedness and response activities.

Implementation: Using the Florida Medicaid Management Information System, the team applied a validated diagnostic and procedural code framework to classify enrollees into 12 CCC categories. Data were analyzed by age, geography, and technology dependence. Health plans received real-time reports before and after hurricanes in 2022 to 2024.

Evaluation: Among 4.4 million enrollees, 7.2% had CCCs, and 18.2% of those were technology dependent. Geographic mapping showed higher concentrations in rural and coastal areas prone to disasters. Health plans reported using the data to contact members and coordinate services during hurricane recovery.

Discussion: This effort demonstrates the feasibility and utility of applying claims data to support disaster management. Other states may adapt this approach to improve emergency response and continuity of care for Medicaid's most medically vulnerable populations.

背景:患有复杂慢性病的人群,特别是那些依赖医疗技术的人群,在灾害期间面临着不成比例的风险。医疗补助计划的参保者占这些弱势群体的很大一部分,但各州往往缺乏快速识别系统,无法为灾难规划提供信息。项目:佛罗里达州医疗补助计划开发了一种基于索赔的方法,以确定具有共同承诺的参保人,包括依赖医疗技术的参保人,以支持应急准备和响应活动。实施:利用佛罗里达医疗补助管理信息系统,该团队应用了一个经过验证的诊断和程序代码框架,将参保者分为12个CCC类别。数据按年龄、地理位置和技术依赖程度进行分析。健康计划在2022年至2024年飓风前后收到实时报告。评估:在440万参保者中,7.2%患有CCCs,其中18.2%依赖于技术。地理地图显示,灾害多发地区集中在农村和沿海地区。在飓风恢复期间,健康计划报告使用这些数据与成员联系并协调服务。讨论:这项工作演示了应用索赔数据来支持灾害管理的可行性和实用性。其他州可能会采用这种方法,以改善对医疗补助中最弱势群体的应急反应和护理的连续性。
{"title":"Leveraging Medicaid Claims to Map Complex Chronic Conditions for Emergency Preparedness.","authors":"Jaclyn M Hall, Madison R McCraney, Christina A Vincent, Peyton A Lurk, Kristen Erichsen, Choeeta Chakrabarti, Rahma S Mkuu, Christopher R Cogle","doi":"10.1097/PHH.0000000000002283","DOIUrl":"10.1097/PHH.0000000000002283","url":null,"abstract":"<p><strong>Context: </strong>Populations with complex chronic conditions (CCCs), especially those reliant on medical technology, face disproportionate risks during disasters. Medicaid enrollees make up a large portion of these vulnerable populations, yet states often lack rapid identification systems to inform disaster planning.</p><p><strong>Program: </strong>Florida Medicaid developed a claims-based method to identify enrollees with CCCs, including those dependent on medical technology, to support emergency preparedness and response activities.</p><p><strong>Implementation: </strong>Using the Florida Medicaid Management Information System, the team applied a validated diagnostic and procedural code framework to classify enrollees into 12 CCC categories. Data were analyzed by age, geography, and technology dependence. Health plans received real-time reports before and after hurricanes in 2022 to 2024.</p><p><strong>Evaluation: </strong>Among 4.4 million enrollees, 7.2% had CCCs, and 18.2% of those were technology dependent. Geographic mapping showed higher concentrations in rural and coastal areas prone to disasters. Health plans reported using the data to contact members and coordinate services during hurricane recovery.</p><p><strong>Discussion: </strong>This effort demonstrates the feasibility and utility of applying claims data to support disaster management. Other states may adapt this approach to improve emergency response and continuity of care for Medicaid's most medically vulnerable populations.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":" ","pages":"191-196"},"PeriodicalIF":1.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12829490/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145670386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Building Resilient Communities: A Participatory Approach to Flood Disaster Preparedness in Thailand. 建设有抗灾能力的社区:泰国洪灾准备的参与式方法。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-03-01 Epub Date: 2025-12-10 DOI: 10.1097/PHH.0000000000002298
Maitree Thronsao, Kiattisak Chaiyaprom, Chollada Thronsao, Chattarin Sripol, Souksathaphone Chanthamath, Ranee Wongkongdech

Context: Flooding poses ongoing risks to Thai communities, particularly in low-lying areas such as Tha Song Khon Subdistrict in Northeastern Thailand. While government agencies provide some support, gaps persist in early response, health infrastructure, and community preparedness. Climate change has exacerbated these vulnerabilities, highlighting the need for scalable, community-based disaster preparedness models.

Objectives: To develop and evaluate the effectiveness of a participatory, community-based flood disaster preparedness model as a climate change adaptation strategy.

Design: Participatory action research guided by the Plan-Do-Check-Act framework is implemented in 4 phases: assessment, planning, implementation, and evaluation.

Setting: Fourteen flood-prone villages in Tha Song Khon Subdistrict, Maha Sarakham Province, Northeastern Thailand.

Participants: A total of 298 individuals, including 200 flood-affected residents, 48 village health volunteers, 28 community representatives, 14 local leaders, 6 rescue officers, and 2 public health staff.

Intervention: Implementation of a community-based flood preparedness model, including training of Community Trainers and Community Emergency Response Volunteers (CERVs), establishment of 2 pilot learning centers, and provision of educational materials and first aid equipment.

Main outcome measure: Changes in disaster preparedness knowledge and skills, community engagement in flood response, and sustainability of preparedness activities 6 months post-intervention.

Results: Participants demonstrated improved emergency response and first aid skills. Six months post-intervention, 2 of 14 villages continued model activities and maintained preparedness resources. However, gaps remained in sanitation awareness and access to emergency medical equipment.

Conclusions: Participatory, community-based models can enhance flood preparedness and resilience. The approach shows promise for adaptation and scaling in other climate-vulnerable regions.

背景:洪水给泰国社区带来了持续的风险,特别是在泰国东北部的Tha Song Khon街道等低洼地区。虽然政府机构提供了一些支持,但在早期反应、卫生基础设施和社区准备方面仍然存在差距。气候变化加剧了这些脆弱性,凸显了对可扩展的、基于社区的备灾模式的需求。目标:开发和评估参与式、基于社区的洪灾备灾模式作为气候变化适应战略的有效性。设计:参与式行动研究以计划-执行-检查-行动框架为指导,分评估、规划、实施和评估四个阶段实施。背景:泰国东北部Maha Sarakham省Tha Song Khon街道14个易受洪水影响的村庄。参与者:共298人,包括200名受灾居民、48名村卫生志愿者、28名社区代表、14名地方领导、6名救援人员和2名公共卫生人员。干预措施:实施以社区为基础的防汛模式,包括培训社区培训员和社区应急志愿者,建立2个试点学习中心,提供教材和急救设备。主要成果衡量指标:防灾知识和技能的变化、社区对洪水应对的参与以及防灾活动在干预后6个月的可持续性。结果:参与者表现出改善的应急反应和急救技能。干预6个月后,14个村庄中有2个继续开展示范活动并保持备灾资源。但是,在卫生意识和获得紧急医疗设备方面仍然存在差距。结论:参与式、以社区为基础的模式可以增强洪水防备和抗灾能力。这种方法显示了在其他气候脆弱地区适应和扩大规模的希望。
{"title":"Building Resilient Communities: A Participatory Approach to Flood Disaster Preparedness in Thailand.","authors":"Maitree Thronsao, Kiattisak Chaiyaprom, Chollada Thronsao, Chattarin Sripol, Souksathaphone Chanthamath, Ranee Wongkongdech","doi":"10.1097/PHH.0000000000002298","DOIUrl":"10.1097/PHH.0000000000002298","url":null,"abstract":"<p><strong>Context: </strong>Flooding poses ongoing risks to Thai communities, particularly in low-lying areas such as Tha Song Khon Subdistrict in Northeastern Thailand. While government agencies provide some support, gaps persist in early response, health infrastructure, and community preparedness. Climate change has exacerbated these vulnerabilities, highlighting the need for scalable, community-based disaster preparedness models.</p><p><strong>Objectives: </strong>To develop and evaluate the effectiveness of a participatory, community-based flood disaster preparedness model as a climate change adaptation strategy.</p><p><strong>Design: </strong>Participatory action research guided by the Plan-Do-Check-Act framework is implemented in 4 phases: assessment, planning, implementation, and evaluation.</p><p><strong>Setting: </strong>Fourteen flood-prone villages in Tha Song Khon Subdistrict, Maha Sarakham Province, Northeastern Thailand.</p><p><strong>Participants: </strong>A total of 298 individuals, including 200 flood-affected residents, 48 village health volunteers, 28 community representatives, 14 local leaders, 6 rescue officers, and 2 public health staff.</p><p><strong>Intervention: </strong>Implementation of a community-based flood preparedness model, including training of Community Trainers and Community Emergency Response Volunteers (CERVs), establishment of 2 pilot learning centers, and provision of educational materials and first aid equipment.</p><p><strong>Main outcome measure: </strong>Changes in disaster preparedness knowledge and skills, community engagement in flood response, and sustainability of preparedness activities 6 months post-intervention.</p><p><strong>Results: </strong>Participants demonstrated improved emergency response and first aid skills. Six months post-intervention, 2 of 14 villages continued model activities and maintained preparedness resources. However, gaps remained in sanitation awareness and access to emergency medical equipment.</p><p><strong>Conclusions: </strong>Participatory, community-based models can enhance flood preparedness and resilience. The approach shows promise for adaptation and scaling in other climate-vulnerable regions.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":" ","pages":"E91-E97"},"PeriodicalIF":1.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12829492/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145716307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Public Health Management and Practice
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