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Association Between Comprehensiveness of Nonprofit Hospitals' Health Equity Strategies and Their Community Benefit Spending. 非营利性医院健康公平战略的全面性与社区福利支出的关系
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-08 DOI: 10.1097/PHH.0000000000002329
Simone R Singh, Tatiane Santos, Neeraj Puro, Cory E Cronin

This study examined the relationship between the comprehensiveness of nonprofit hospitals' health equity strategies and their community benefit spending. Health equity strategies were measured using data from the American Hospital Association's Annual Survey and included indicators of equitable and inclusive organizational policies; systematic and shared accountability for health equity; diverse representation in hospital leadership and governance; community engagement; collection and use of segmented data to drive action; and culturally appropriate patient care. Community benefit spending was measured using data from Internal Revenue Service (IRS) Form 990 Schedule H. Among 984 hospitals with complete data for the year 2022, those with the most comprehensive health equity strategies dedicated more resources to traditional clinical community benefits-including charity care and Medicaid payment shortfalls-while spending less on subsidized health services. These hospitals also consistently invested more in population health-related community benefits, such as community health improvement programs, community building activities, and cash or in-kind contributions. These findings suggest that robust health equity strategies are linked to greater investment in both clinical needs and broader determinants of community health.

本研究探讨非营利医院健康公平策略的全面性与社区福利支出的关系。使用美国医院协会年度调查的数据来衡量卫生公平战略,并包括公平和包容性组织政策指标;有系统和共同的卫生公平问责制;医院领导和治理中的多元化代表;社区参与;收集和使用分段数据来推动行动;以及文化上合适的病人护理。社区福利支出是使用美国国税局(IRS)表格990附表h的数据来衡量的。在984家拥有2022年完整数据的医院中,那些拥有最全面的健康公平战略的医院将更多的资源投入到传统的临床社区福利中——包括慈善护理和医疗补助支付不足——而在补贴医疗服务上的支出较少。这些医院还持续加大对与人口健康相关的社区福利的投资,如社区健康改善计划、社区建设活动、现金或实物捐赠。这些发现表明,强有力的卫生公平战略与对临床需求和社区卫生的更广泛决定因素的更多投资有关。
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引用次数: 0
A Case Series of Reports to US Port Health Stations of Travelers With Suspected or Confirmed Cholera, 2005-2024. 2005-2024年向美国港口卫生站报告的疑似或确诊霍乱旅行者病例系列
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002213
Taylor H Nguyen, Karla Bagley, Erin Rothney, Francisco Alvarado-Ramy, Clive Brown, Sundari Mase, Christine C Lee, Alida M Gertz

From 2005 to 2024, the Centers for Disease Control and Prevention's port health stations (PHSs) received 37 reports of travelers with suspected or confirmed cholera. Most reports (29/37, 78%) occurred before 2012, with the majority linked to the 2010 Haiti outbreak. The median age of travelers was 34 years (interquartile range: 21-59 years), and nearly all (35/37, 95%) arrived by air. Seventeen (46%) cases were laboratory-confirmed as toxigenic Vibrio cholerae O1, serotype Ogawa; 16 (94%) patients with confirmed cholera were hospitalized. No deaths were reported. Following the publication in 2011 of notification criteria for communicable diseases in travelers, health department notifications to PHSs of cholera cases declined. Continued coordination with public health partners is important to ensure timely evaluation and follow-up of travelers with suspected cholera. Clinicians should obtain travel histories and consider cholera in recent travelers with severe watery diarrhea who have been in outbreak or endemic areas.

从2005年到2024年,美国疾病控制和预防中心的港口卫生站(PHSs)收到了37份旅行者疑似或确诊感染霍乱的报告。大多数报告(29/ 37,78 %)发生在2012年之前,其中大多数与2010年海地疫情有关。旅客的年龄中位数为34岁(四分位数间距为21-59岁),几乎所有旅客(35/ 37,95%)都乘飞机抵达。17例(46%)经实验室确诊为O1型产毒霍乱弧菌(Ogawa血清型);16例(94%)确诊霍乱患者住院。没有死亡报告。在2011年公布了旅行者中传染病的通报标准之后,卫生部门向初级保健医院通报的霍乱病例有所减少。与公共卫生伙伴的持续协调对于确保及时评估和跟踪疑似霍乱的旅行者非常重要。临床医生应获取旅行史,并考虑最近曾到过暴发或流行地区的严重水样腹泻旅行者的霍乱情况。
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引用次数: 0
An Approach to Building a Strong Public Health Workforce: The Connecticut Public Health Fellowship Program. 建立一支强大的公共卫生队伍的方法:康涅狄格公共卫生奖学金计划。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002275
Susan Nappi, Nikole Allen, Katherine Hill, Evelyn Aviles, Ellie Meise-Munns, Michael Petros, Yuka Asada, Elizabeth Jarpe-Ratner, Joan Lane, Rafael Pérez-Escamilla

Context: The public health (PH) workforce shortage poses a significant threat to the US population. Despite an increase in PH programs attracting students, there is a need to enhance diversity within local and state PH departments. While internships are recognized as valuable entry points into the PH field, research on the effectiveness of such pathway programs for recruiting diverse candidates is limited.

Program: Sponsored by the Connecticut (CT) Department of Public Health and supported by the CDC Crisis Response Cooperative Agreement: COVID-19 Public Health Workforce Supplemental Funding, the CT Public Health Fellowship Program (PHFP) aims to generate interest in PH careers by placing students in high-quality fellowship positions in CT. Third- or fourth-year undergraduates and graduate students enrolled in PH programs receive administrative support, one-on-one coaching, orientation, and a $3500 stipend to facilitate their internships.

Implementation: From January 2023 to May 2024, 97 out of 205 applicants were admitted to the PHFP. Acceptance was on a rolling basis, accommodating academic schedules, personal limitations such as work/family obligation or transportation access, and host agency capacities.

Evaluation: We analyzed program data from PHFP applications. Chi-square tests and t-tests were conducted to assess differences between PHFP fellows and non-fellows. The results were not statistically significant. Additionally, fellows were compared to a representative sample of PH students from the US, New England, and CT.

Discussion: The PHFP has a strong potential to help replenish and diversify the PH workforce and enhance health equity. Future research should examine the long-term impacts of such PH experiential learning initiatives on a large scale.

背景:公共卫生(PH)劳动力短缺对美国人口构成了重大威胁。尽管吸引学生的博士课程有所增加,但需要加强地方和州博士部门的多样性。虽然实习被认为是进入博士领域的有价值的切入点,但关于这种途径项目在招聘不同候选人方面的有效性的研究却很有限。项目:康涅狄格州公共卫生奖学金项目(PHFP)由康涅狄格州公共卫生部(CT)赞助,并得到疾病预防控制中心危机应对合作协议:COVID-19公共卫生人力补充资金的支持,旨在通过将学生安置在高质量的CT奖学金职位上,培养对PH职业的兴趣。攻读博士学位的三、四年级本科生和研究生将获得行政支持、一对一指导和3500美元的实习津贴。实施:从2023年1月到2024年5月,205名申请者中有97人被PHFP录取。录取是在滚动的基础上进行的,考虑到学业安排、个人限制,如工作/家庭义务或交通运输,以及接待机构的能力。评估:我们分析了来自PHFP应用程序的程序数据。采用卡方检验和t检验来评估PHFP研究员和非研究员之间的差异。结果无统计学意义。此外,研究员还与来自美国、新英格兰和CT的PH学生的代表性样本进行了比较。讨论:初级保健计划在帮助补充初级保健人力和使其多样化以及增进卫生公平方面具有巨大潜力。未来的研究应该大规模地考察这种PH体验式学习计划的长期影响。
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引用次数: 0
The State of the States: Workforce Trends and Challenges in State Health Departments From the 2024 Public Health Workforce Interests and Needs Survey (PH WINS). 来自2024年公共卫生劳动力兴趣和需求调查(PH WINS)调查的国家状况:国家卫生部门的劳动力趋势和挑战。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002277
Lindsey Myers, Moriah Robins, Omar Khalid, Miriam Sessions, P'Ashe Jones, A C Rothenbuecher

Context: The 2024 Public Health Workforce Interests and Needs Survey (PH WINS) offers important data on the composition, well-being, and training needs of the public health workforce in the post-COVID-19 era.

Objective: To characterize the state governmental public health workforce in 2024 and provide a comparison to the 2021 survey.

Design: State health agency leaders were invited to have their workforce participate in PH WINS 2024. Participating agencies provided staff lists used to send e-mail invitations to employees to participate in this electronic survey.

Setting: State health agencies.

Participants: State health agency central office staff.

Main outcome measure: PH WINS 2024 maintains the domains from previous fieldings (ie, workplace engagement, training needs assessment, emerging public health concepts, well-being, and demographics).

Results: The proportion of staff aged 35 and under increased approximately 4% from 20% in 2021 (95% CI: 20%-21%) to 24% in 2024 (95% CI: 23%-24%). State health agency central office staff with 5 or fewer years in their current agency increased from 49% (95% CI: 48%-50%) in 2021 to 55% (95% CI:54%-56%) in 2024. Self-reported mental health improved with the proportion of those rating their mental and emotional health as poor or fair in 2021, 5% (95% CI:4%-5%) and 18% (95% CI: 17%-19%), respectively, decreasing to 3% (95% CI: 3%-3%) and 15% (95% CI: 14%-15%), respectively, in 2024. The top 3 strategic skill training needs in 2024 were budget and financial management (48%; 95% CI: 47%-49%), policy engagement (38%; 95% CI: 37%-39%), and systems and strategic thinking (34%; 95% CI: 33%-34%).

Conclusion: The 2024 PH WINS results indicate demographic shifts toward a state health agency central office workforce that is younger in age and tenure and positive improvements in key workforce well-being indicators that can inform future public health infrastructure investments and field practices to ensure a robust public health system.

背景:2024年公共卫生人力兴趣和需求调查(PH WINS)提供了有关后covid -19时代公共卫生人力构成、福祉和培训需求的重要数据。目的:了解2024年州政府公共卫生人力的特征,并与2021年的调查进行比较。设计:国家卫生机构的领导被邀请让他们的工作人员参加2024年PH WINS。参与机构提供了员工名单,用于发送电子邮件邀请员工参与这项电子调查。环境:国家卫生机构。参与者:国家卫生机构中央办公室工作人员。主要结果测量:PH WINS 2024保持了以前领域的领域(即工作场所参与度,培训需求评估,新兴公共卫生概念,福祉和人口统计)。结果:35岁及以下的员工比例从2021年的20% (95% CI: 20%-21%)增加到2024年的24% (95% CI: 23%-24%),增加了约4%。国家卫生机构中央办事处工作年限不超过5年的工作人员从2021年的49%(95%置信区间:48%-50%)增加到2024年的55%(95%置信区间:54%-56%)。自我报告的心理健康状况有所改善,2021年,认为自己的心理和情绪健康状况不佳或一般的比例分别为5% (95% CI:4%-5%)和18% (95% CI: 17%-19%), 2024年分别降至3% (95% CI: 3%-3%)和15% (95% CI: 14%-15%)。2024年前三大战略技能培训需求是预算和财务管理(48%;95% CI: 47%-49%),政策参与(38%;95% CI: 37%-39%),以及系统和战略思维(34%;95% CI: 33%-34%)。结论:2024年PH WINS结果表明,人口结构向年龄和任期更年轻的州卫生机构中央办公室劳动力转移,关键劳动力福祉指标的积极改善可以为未来的公共卫生基础设施投资和现场实践提供信息,以确保健全的公共卫生系统。
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引用次数: 0
A Proven Partnership: Collecting National Public Health Workforce Data Using a Region-by-Region Approach. 经过验证的伙伴关系:使用逐个区域的方法收集国家公共卫生人力数据。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002230
Melissa Alperin, Lindsey Burton-Anderson, Moriah Robins, Betty Bekemeier

Over the last 25 years, our communities have seen many growing and emerging challenges that have required the public health workforce to be nimble and well-trained in a wide range of areas, making national initiatives such as the Public Health Workforce Interests and Needs Survey (PH WINS) critical to assessing the needs of the public health workforce. As the de Beaumont Foundation prepared to field PH WINS in 2024, the 10 regional Public Health Training Centers (PHTCs), funded by the Health Resources and Services Administration and collectively known as the PHTC Network, were a natural partner to assist in the expansion of PH WINS to local health departments (LHDs). In 2024, due to having the first nationally representative sample of small LHDs, 1178 LHDs were included in the national sample of LHDs, up from 431 LHDs in 2017 and 439 LHDs in 2021. The purpose of this paper is to illustrate the PHTCs' role in bridging gaps between national public health initiatives and achieving the regional reach needed to help ensure engagement among individual states and local communities.

在过去的25年里,我们的社区看到了许多日益增长和新出现的挑战,这些挑战要求公共卫生工作人员在广泛的领域灵活和训练有素,这使得诸如公共卫生工作人员兴趣和需求调查(PH WINS)之类的国家举措对评估公共卫生工作人员的需求至关重要。由于德博蒙特基金会准备在2024年推出PH WINS,由卫生资源和服务管理局资助的10个区域公共卫生培训中心(PHTC)统称为PHTC网络,是协助PH WINS扩展到当地卫生部门(LHDs)的天然合作伙伴。2024年,由于有了第一个具有全国代表性的小型液晶显示器样本,1178个液晶显示器被纳入全国液晶显示器样本,高于2017年的431个液晶显示器和2021年的439个液晶显示器。本文的目的是说明初级卫生保健中心在弥合国家公共卫生倡议之间的差距和实现帮助确保各州和地方社区参与所需的区域覆盖方面的作用。
{"title":"A Proven Partnership: Collecting National Public Health Workforce Data Using a Region-by-Region Approach.","authors":"Melissa Alperin, Lindsey Burton-Anderson, Moriah Robins, Betty Bekemeier","doi":"10.1097/PHH.0000000000002230","DOIUrl":"10.1097/PHH.0000000000002230","url":null,"abstract":"<p><p>Over the last 25 years, our communities have seen many growing and emerging challenges that have required the public health workforce to be nimble and well-trained in a wide range of areas, making national initiatives such as the Public Health Workforce Interests and Needs Survey (PH WINS) critical to assessing the needs of the public health workforce. As the de Beaumont Foundation prepared to field PH WINS in 2024, the 10 regional Public Health Training Centers (PHTCs), funded by the Health Resources and Services Administration and collectively known as the PHTC Network, were a natural partner to assist in the expansion of PH WINS to local health departments (LHDs). In 2024, due to having the first nationally representative sample of small LHDs, 1178 LHDs were included in the national sample of LHDs, up from 431 LHDs in 2017 and 439 LHDs in 2021. The purpose of this paper is to illustrate the PHTCs' role in bridging gaps between national public health initiatives and achieving the regional reach needed to help ensure engagement among individual states and local communities.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":"32 1S Suppl 1","pages":"S45-S48"},"PeriodicalIF":1.9,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12622258/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145543112","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
Local Health Department Governance Classifications: Are They Even Important? 地方卫生部门治理分类:它们真的重要吗?
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002303
Krishna Patel, Timothy C McCall
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引用次数: 0
Structural Social Capital and Population Health: Exploring Health Outcomes by Racial Groups. 结构性社会资本和人口健康:探索种族群体的健康结果。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002268
Margaret H Swenson, Morgan D Farnworth, Dorothy M Daley, John C Pierce

Context: Preventable gaps in health care access and health outcomes persist in the United States, linked to a range of complex, multilevel factors. Social capital is often considered a health-promoting resource that can facilitate improved health outcomes across communities. However, critiques of social capital highlight potential drawbacks, including unequal benefits across groups.

Objective: This research examines the relationship between social capital and health outcomes across 2 racial groups within the same communities in the United States.

Design: This research leverages a unique county-level dataset to analyze how social capital may be associated with divergent health outcomes across different racial groups within the same counties. We estimate our models using ordinary least squares regression with errors clustered by state. For 2 different health outcomes, we compare regression coefficients across the Black and White models using the seemingly unrelated post-estimation procedure.

Setting: Our dataset includes county-level data on social capital, health outcomes, and socioeconomic factors from more than 1000 US counties where aggregated health data are reported by racial subgroup.

Main outcome measures: We analyze whether social capital is health-protective for both Black and White populations, considering 1 health behavior (influenza vaccination) and 1 health outcome (life expectancy).

Results: Our findings suggest that county-level structural social capital is associated with higher White influenza vaccination rates and higher life expectancy. However, the same levels of social capital within a county are not associated with higher Black influenza vaccination rates or higher life expectancy.

Conclusions: Our analysis suggests that the current conceptualization of structural social capital captures health-promoting resources for White populations but not for Black populations. Addressing disparate impacts of social capital requires both acknowledging unequal levels of structural social resources and reconceptualizing social capital to better capture resources Black individuals leverage for health.

背景:在美国,卫生保健获取和健康结果方面存在可预防的差距,这与一系列复杂的多层次因素有关。社会资本通常被认为是一种促进健康的资源,可以促进改善整个社区的健康结果。然而,对社会资本的批评强调了潜在的缺点,包括群体之间的不平等利益。目的:本研究考察了美国同一社区内两个种族群体的社会资本与健康结果之间的关系。设计:本研究利用一个独特的县级数据集来分析社会资本如何与同一县不同种族群体的不同健康结果相关联。我们使用普通最小二乘回归来估计我们的模型,误差按状态聚类。对于两种不同的健康结果,我们使用看似无关的后估计程序比较了黑白模型的回归系数。设置:我们的数据集包括来自1000多个美国县的社会资本、健康结果和社会经济因素的县级数据,这些县的汇总健康数据是按种族亚组报告的。主要结果测量:我们分析社会资本是否对黑人和白人人群都具有健康保护作用,考虑1种健康行为(流感疫苗接种)和1种健康结果(预期寿命)。结果:我们的研究结果表明,县级结构性社会资本与较高的白色流感疫苗接种率和较高的预期寿命有关。然而,一个县内相同的社会资本水平与较高的黑人流感疫苗接种率或较高的预期寿命无关。结论:我们的分析表明,目前的结构性社会资本概念捕获了白人群体的健康促进资源,而不是黑人群体。要解决社会资本的不同影响,既需要承认结构性社会资源的不平等水平,也需要重新定义社会资本,以便更好地利用黑人为健康所利用的资源。
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引用次数: 0
Perspectives of Enteric Disease Epidemiologists at State Public Health Agencies, United States, 2023. 国家公共卫生机构肠道疾病流行病学家的观点,美国,2023。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002263
Kathryn Helfrich, Benjamin Bryer, Nicole C Marshall, Siobhan Dodds, Madhu Anand, Tristan Sharratt, Paula Pennell-Huth, Joshua Rounds, Alice White

Objective: To describe how pandemic-era changes to enteric disease staff and resources impacted investigations and program needs post-COVID-19-emergency and to develop recommendations for maintaining capacity during future emergencies and periods of resource shortages.

Context: The federal COVID-19 public health emergency declaration ended in May 2023; however, pandemic-era changes continue to disrupt public health capacity and routine enteric disease activities. The Integrated Food Safety Centers of Excellence (Food Safety CoEs) assessed the ongoing impacts of the pandemic on enteric disease epidemiologists and developed recommendations for maintaining capacity during future emergencies and periods of resource shortages.

Setting and participants: The Food Safety CoEs conducted 53 interviews with 135 enteric disease epidemiologists at public health agencies in 48 states, 2 cities, and 3 territories. Interviews occurred using bidirectional video conferencing software between April and June 2023; one interview occurred in October 2023.

Design: A structured data extraction was performed by assigning emergent descriptive codes to transcript excerpts. Comprehensive topic summaries were used to summarize participant perspectives and experiences.

Main outcomes: Nine topic summaries emerged: work culture, remote work, innovation, competition for qualified epidemiologists, novice workforce, increasing workload and responsibilities, relationships, end of COVID-19 funding, and recommendations for future public health emergencies.

Results: While many epidemiologists transitioned back to pre-pandemic roles, disparities in staffing, funding, and retention remained. Programs with strong leadership and team cohesion demonstrated greater resilience. Participants emphasized the need for sustainable funding, improved hiring mechanisms, and expanded surge capacity plans, including student interview teams and knowledge-transfer protocols.

Conclusion: The pandemic exacerbated preexisting workforce challenges and revealed ongoing public health vulnerabilities. Structural changes, such as flexible funding, remote work policies, and centralized interview teams, can enhance workforce sustainability. Addressing these issues proactively will strengthen public health capacity and preparedness for the future.

目的:描述大流行时期肠道疾病人员和资源的变化如何影响covid -19紧急情况后的调查和规划需求,并制定在未来紧急情况和资源短缺期间保持能力的建议。背景:联邦2019冠状病毒病公共卫生紧急状态声明于2023年5月结束;然而,大流行时代的变化继续扰乱公共卫生能力和常规肠道疾病活动。综合食品安全卓越中心(食品安全中心)评估了大流行对肠道疾病流行病学家的持续影响,并制定了在未来紧急情况和资源短缺期间保持能力的建议。环境和参与者:食品安全专家组对48个州、2个城市和3个地区的公共卫生机构的135名肠道疾病流行病学家进行了53次访谈。访谈于2023年4月至6月期间使用双向视频会议软件进行;其中一次采访发生在2023年10月。设计:通过分配紧急描述性代码来执行结构化数据提取。综合主题摘要用于总结参与者的观点和经验。主要成果:出现了9个主题摘要:工作文化、远程工作、创新、对合格流行病学家的竞争、新手队伍、工作量和责任的增加、关系、COVID-19筹资结束以及对未来突发公共卫生事件的建议。结果:虽然许多流行病学家回到了大流行前的角色,但在人员配置、资金和保留方面的差距仍然存在。具有强大领导力和团队凝聚力的项目表现出更大的弹性。与会者强调有必要提供可持续的资金、改进招聘机制和扩大应急能力计划,包括学生面试小组和知识转移协议。结论:大流行加剧了先前存在的劳动力挑战,并暴露了持续存在的公共卫生脆弱性。结构变化,比如灵活的资金、远程工作政策和集中的面试团队,可以增强劳动力的可持续性。积极解决这些问题将加强公共卫生能力和为未来做好准备。
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引用次数: 0
No Slack in the System: Workforce Strain, Redistribution, and Recalibration in State and Local Government Public Health. 系统中没有懈怠:州和地方政府公共卫生的劳动力紧张,再分配和重新校准。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002258
Moriah Robins, Jonathon P Leider, J Mac McCullough, Rachel Hare Bork, Brian C Castrucci

Introduction: Conceptualization of the COVID-19 response burden on the state and local government public health workforce is complicated as it continuously evolved and called upon nearly every aspect of the workforce. This study aims to catalog the scale of COVID-19 response among the state and local public health workforce by assessing the role of overtime in the delivery of public health services during pandemic response and shifts in agency size and program area distribution since the height of the pandemic.

Methods: This study uses detailed state and local workforce survey data from the Public Health Workforce Interests and Needs Survey 2021 and 2024 administrations. The analytic sample includes the 72.2% of employees that served in a COVID-19 response role at any time during the pandemic (n = 30 914; N = 136 591) and 214 state and local agencies that participated in both years (n = 65 144 unduplicated responses).

Results: In total, overtime equated for the equivalent of 25 000 FTE COVID-19 response employees, one-quarter (25%) of the total FTE COVID-19 response workforce. Of the 214 agencies that participated in both the Public Health Workforce Interests and Needs Survey 2021 and 2024, 41% of agencies (88) saw decreases in staff size overall between those 2 points in time. Shifts in primary program area between 2021 and 2024 are largely driven by changes in the proportion of non-full-time permanent employees.

Conclusion: This analysis magnifies the strain on the existing capacity of the public health workforce during the COVID-19 pandemic. These challenges stem from a chronically underfunded and understaffed workforce that was not prepared for surge capacity beyond existing employees. Given that many state and local public health agencies are smaller post-pandemic, it is reasonable to conclude that without large infrastructural changes, the workforce would likely face the same challenges if another pandemic-like crisis were to occur.

导言:对州和地方政府公共卫生人力的COVID-19应对负担进行概念化是复杂的,因为它不断发展,几乎需要人力的各个方面。本研究旨在通过评估加班在大流行应对期间提供公共卫生服务中的作用,以及自大流行高峰期以来机构规模和项目区域分布的变化,对州和地方公共卫生工作人员的COVID-19应对规模进行编目。方法:本研究使用了2021年和2024年公共卫生劳动力兴趣和需求调查部门的详细州和地方劳动力调查数据。分析样本包括在大流行期间任何时候担任COVID-19应对角色的72.2%的员工(n = 30 914; n = 136 591)以及两年内参与的214个州和地方机构(n = 65 144个无重复回复)。结果:总的来说,加班时间相当于25,000名FTE COVID-19应对员工,占FTE COVID-19应对员工总数的四分之一(25%)。在参与2021年和2024年公共卫生劳动力兴趣和需求调查的214个机构中,41%的机构(88个)在这两个时间点之间的总体员工规模有所减少。2021年至2024年间,主要项目领域的变化主要是由非全职长期雇员比例的变化驱动的。结论:该分析放大了COVID-19大流行期间公共卫生人力现有能力的压力。这些挑战源于长期资金不足和人手不足的工作人员,他们没有为超出现有员工的激增能力做好准备。鉴于许多州和地方公共卫生机构在大流行后规模较小,我们有理由得出结论,如果不进行大规模基础设施改革,如果发生另一场类似大流行的危机,工作人员可能会面临同样的挑战。
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引用次数: 0
Using Machine Learning Methods to Examine Turnover Rates in State Health Agencies. 使用机器学习方法检查州卫生机构的流动率。
IF 1.9 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-01 Epub Date: 2025-11-18 DOI: 10.1097/PHH.0000000000002251
Sezen O Onal, Morgan Pak, Jonathon P Leider

Context: High turnover rates in the public health workforce pose ongoing challenges to maintain essential services and institutional knowledge. Recent studies indicate that job dissatisfaction, burnout, and structural barriers have intensified following the COVID-19 pandemic. While prior studies have identified key predictors of turnover intention, the potential of machine learning (ML) to improve predictive accuracy and guide targeted interventions remains underexplored.

Objective: This study applied ML techniques to examine the predictors of turnover intent and to simulate the impact of workplace satisfaction improvements among state health agency employees.

Methods: We used data from 4 waves of the nationally representative Public Health Workforce Interests and Needs Survey: 2014, 2017, 2021, and 2024. Focusing on state health agency central office staff, we trained 3 ML models-Lasso Regression, Random Forest, and Gradient Boosting-to predict intent to leave one's organization within the next year. Models were trained separately by year using cross-sectional data and evaluated. Variable importance was assessed, and a simulation was conducted to evaluate the potential reduction in predicted turnover following targeted improvements in job satisfaction, organizational satisfaction, and pay satisfaction.

Results: All models demonstrated strong performance, with area under the receiver operating characteristic curve values ranging from 0.78 to 0.85. Job satisfaction consistently emerged as the most important predictor across all models and years, followed by organizational and pay satisfaction. Lasso Regression generally achieved the highest sensitivity and accuracy. Simulation results showed that modest improvements in satisfaction variables could substantially reduce predicted turnover intent, particularly among early- and mid-career staff.

Conclusion: This study highlights the value of ML for identifying key predictors of turnover intention. Findings reinforce the importance of job satisfaction, organizational climate, and compensation in retaining public health staff. ML-driven tools can support more proactive, data-informed retention strategies in the governmental public health system.

背景:公共卫生工作人员的高流动率对维持基本服务和机构知识构成持续挑战。最近的研究表明,在COVID-19大流行之后,工作不满、倦怠和结构性障碍加剧了。虽然之前的研究已经确定了离职意向的关键预测因素,但机器学习(ML)在提高预测准确性和指导有针对性干预方面的潜力仍未得到充分探索。目的:本研究应用机器学习技术研究离职意向的预测因子,并模拟国家卫生机构员工工作场所满意度改善的影响。方法:我们使用了2014年、2017年、2021年和2024年四波具有全国代表性的公共卫生人力兴趣和需求调查的数据。以国家卫生机构中心办公室的员工为对象,我们训练了3个ML模型——lasso回归、随机森林和梯度增强——来预测一个人在明年离开组织的意图。采用横截面数据按年分别训练模型并进行评估。评估了可变重要性,并进行了模拟,以评估有针对性地提高工作满意度,组织满意度和薪酬满意度后,预测人员流失率的潜在减少。结果:所有模型均表现出较强的性能,受试者工作特征曲线下面积在0.78 ~ 0.85之间。在所有模型和年份中,工作满意度一直是最重要的预测因素,其次是组织满意度和薪酬满意度。套索回归通常具有最高的灵敏度和准确性。模拟结果表明,满意度变量的适度改善可以大大降低预测的离职意图,特别是在职业生涯早期和中期的员工中。结论:本研究强调了机器学习在识别离职倾向关键预测因素方面的价值。研究结果强调了工作满意度、组织氛围和薪酬在留住公共卫生人员方面的重要性。机器学习驱动的工具可以在政府公共卫生系统中支持更主动、数据知情的保留策略。
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Journal of Public Health Management and Practice
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