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Health Equity and Ethical Considerations in Using Artificial Intelligence in Public Health and Medicine. 在公共卫生和医学领域使用人工智能的健康公平和伦理考虑。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-22 DOI: 10.5888/pcd21.240245
Irene Dankwa-Mullan

This commentary explores the critical roles of health equity and ethical considerations in the deployment of artificial intelligence (AI) in public health and medicine. As AI increasingly permeates these fields, it promises substantial benefits but also poses risks that could exacerbate existing disparities and ethical challenges. This commentary delves into the current integration of AI technologies, underscores the importance of ethical social responsibility, and discusses the implications for practice and policy. Recommendations are provided to ensure AI advancements are leveraged responsibly, promoting equitable health outcomes and adhering to rigorous ethical standards across all populations.

这篇评论探讨了在公共卫生和医学领域应用人工智能(AI)时,健康公平和伦理因素的关键作用。随着人工智能越来越多地渗透到这些领域,它有望带来巨大的好处,但也带来了可能加剧现有差距和伦理挑战的风险。本评论深入探讨了当前人工智能技术的整合情况,强调了伦理社会责任的重要性,并讨论了对实践和政策的影响。本文提出了一些建议,以确保负责任地利用人工智能的进步,促进公平的健康结果,并在所有人群中遵守严格的伦理标准。
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引用次数: 0
Implementation and Evaluation of a School Nurse Toolkit to Reinforce Best Practices for Asthma Care in Schools. 实施和评估校医工具包,加强学校哮喘护理的最佳实践。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-22 DOI: 10.5888/pcd21.240027
Diane Wing, Evilia Jankowski, John Dowling, Tisa Vorce

A toolkit, developed by a multidisciplinary team of national and statewide professionals, was promoted among school nurses in Michigan to support use of the standards of care for asthma in schools. We evaluated the effectiveness of the toolkit to assist school nurses in providing support for students with asthma. We used a multimethod approach to assess use of the toolkit, changes in nursing practices as a result of using the toolkit, and challenges encountered when implementing the standards for asthma care. During a 12-month period, from July 2022 through June 2023, increases in time on web page and monthly page views aligned with efforts to promote toolkit use. School nurses reported using the toolkit and implementing practice changes pertaining to training and education, ensuring proper use of and access to asthma medications, and advocating for self-carry of asthma medications. Challenges to implementing the standards of asthma care were time, parental engagement, institutional support, and identifying students with asthma. We found that our promotional efforts prompted school nurses to access the toolkit, which helped school nurses to effectuate practice changes to improve support for students with asthma in schools.

密歇根州向学校护士推广了一个由全国和全州专业人员组成的多学科团队开发的工具包,以支持在学校使用哮喘护理标准。我们评估了该工具包在协助学校护士为哮喘学生提供支持方面的有效性。我们采用了多种方法来评估工具包的使用情况、使用工具包后护理实践的变化以及在实施哮喘护理标准时遇到的挑战。从 2022 年 7 月到 2023 年 6 月的 12 个月期间,网页停留时间和每月页面浏览量的增加与推广工具包使用的努力相一致。据报告,学校护士使用了工具包,并在培训和教育、确保正确使用和获取哮喘药物以及倡导自行携带哮喘药物方面实施了实践变革。实施哮喘护理标准所面临的挑战是时间、家长参与、机构支持以及识别患有哮喘的学生。我们发现,我们的宣传工作促使学校护士获取了工具包,这有助于学校护士改变做法,改善对在校哮喘学生的支持。
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引用次数: 0
Geospatial Analysis of the Social Determinants of Health of Participants of a Diabetes Management Program to Evaluate Enrollment of Vulnerable Populations. 对糖尿病管理计划参与者健康的社会决定因素进行地理空间分析,以评估弱势群体的入学情况。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-22 DOI: 10.5888/pcd21.240068
Samantha Kanny, William Cummings, Patricia Carbajales, Janet Evatt, Windsor Westbrook Sherrill
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引用次数: 0
Dialysis More Available Than Patient Education in Counties With High Diabetes Prevalence. 在糖尿病发病率高的县,透析比患者教育更容易获得。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-15 DOI: 10.5888/pcd21.240052
Janice C Probst, Nicholas Yell, Gabriel A Benavidez, Mary Katherine McNatt, Teri Browne, Laura Herbert, Whitney E Zahnd, Elizabeth Crouch

Introduction: Poorly controlled diabetes is a principal cause of end stage renal disease (ESRD), generating an estimated 44% of new cases. Diabetes self-management education and support (DSMES) has been documented to reduce adverse outcomes such as ESRD. Helping patients better manage their condition could ultimately reduce ESRD prevalence.

Methods: We compared the county-level availability of DSMES and dialysis as of November 2022 sorted by the estimated prevalence of diabetes among residents aged 18 years or older. The locations of DSMES programs and ESRD dialysis facilities were obtained from 2 professional organizations and the Centers for Medicare & Medicade Services. Estimated diabetes prevalence was obtained from the Centers for Disease Control and Prevention's PLACES data set. Counties were considered to have high diabetes prevalence if they fell into the top quartile for diabetes prevalence in 2019 (≥14.4% of adults). Analyses were conducted in 2023.

Results: DSMES was available in 41.0% of counties but in only 20.7% of counties with high diabetes prevalence versus 47.9% of low prevalence counties. Dialysis facilities were present in 59.2% of all counties, in 52.8% of all high diabetes prevalence counties, and in 61.4% of other counties. DSMES availability was linked to the presence of a hospital in the county, with only 6.3% of counties without a hospital offering the service.

Implications: DSMES could play a role in reducing the prevalence of ESRD. Public health professionals need to be aware of the differing levels of local availability of this service and work to develop partnerships to provide DSMES in high-prevalence areas not currently served.

导言:糖尿病控制不佳是导致终末期肾病(ESRD)的主要原因,估计占新病例的 44%。据记载,糖尿病自我管理教育和支持(DSMES)可减少ESRD等不良后果。帮助患者更好地控制病情可最终降低 ESRD 的发病率:我们比较了截至 2022 年 11 月县级 DSMES 和透析的可用性,并根据 18 岁或以上居民的糖尿病估计患病率进行了分类。DSMES 计划和 ESRD 透析设施的位置信息来自 2 个专业组织和医疗保险与医疗服务中心。糖尿病患病率估计值来自美国疾病控制和预防中心的 PLACES 数据集。如果各县在 2019 年的糖尿病患病率位于前四分之一(≥14.4% 的成年人),则被视为糖尿病患病率高的县。分析于 2023 年进行:41.0%的县有DSMES,但糖尿病高发县只有20.7%有DSMES,而糖尿病低发县有47.9%有DSMES。59.2%的县有透析设施,52.8%的糖尿病高发县有透析设施,61.4%的其他县有透析设施。DSMES的提供与县内是否有医院有关,只有6.3%的县没有医院提供该服务:意义:DSMES 可在降低 ESRD 患病率方面发挥作用。公共卫生专业人员需要了解当地提供这项服务的不同水平,并努力发展合作关系,以便在目前尚未提供服务的高患病率地区提供 DSMES。
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引用次数: 0
PCD's Midyear Progress Assessment, Journal Rankings, and 20th Anniversary Celebration. PCD 年中进展评估、期刊排名和 20 周年庆典。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-15 DOI: 10.5888/pcd21.240312
Leonard Jack
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引用次数: 0
2024 Public Health Actions to Reduce the Burden of Asthma: Influenza and COVID-19 Vaccination Uptake Among People with Asthma. 2024 减轻哮喘负担的公共卫生行动:流感和 COVID-19 疫苗在哮喘患者中的接种率。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-08 DOI: 10.5888/pcd21.240058
Hannah Jaffee, Sanaz Eftekhari, Melanie Carver

This study sought to identify COVID-19 and influenza vaccination rates and barriers among people with asthma. The Asthma and Allergy Foundation of America (AAFA) conducted an online survey from April to May in 2022 among a convenience sample of 350 individuals with asthma. Most survey respondents reported that they had received an influenza vaccine for the 2021-2022 flu season (77%) and at least 1 dose of a COVID-19 vaccine (87%). Age, gender, race and ethnicity, and household income were significantly associated with influenza vaccination. Age and urban-rural classification were associated with COVID-19 vaccination. Access issues were not commonly reported as vaccination barriers, highlighting educational opportunities.

本研究旨在确定 COVID-19 和流感疫苗在哮喘患者中的接种率和障碍。美国哮喘与过敏基金会(AAFA)于 2022 年 4 月至 5 月间对 350 名哮喘患者进行了在线调查,调查对象为方便抽样的哮喘患者。大多数调查对象称他们已接种了 2021-2022 年流感季节的流感疫苗(77%)和至少 1 剂 COVID-19 疫苗(87%)。年龄、性别、种族和民族以及家庭收入与流感疫苗接种有显著关联。年龄和城乡分类与 COVID-19 疫苗接种有关。据报告,接种疫苗的障碍通常不是交通问题,而是教育机会。
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引用次数: 0
Health Care Use Among Cancer Patients With Diabetes, National Health and Nutrition Examination Survey, 2017-2020. 2017-2020 年全国健康与营养调查,癌症糖尿病患者的医疗保健使用情况。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-08 DOI: 10.5888/pcd21.240066
Ara Jo, Sarina Parikh, Nathalie Sawczuk, Kea Turner, Young-Rock Hong

Introduction: Diabetes is a common comorbidity among people with cancer. The objective of our study was to examine patterns of health care use among patients with cancer and either type 2 diabetes or prediabetes.

Methods: We used data from the National Health and Nutrition Examination Survey (NHANES) for 2017-2020. The study population included US adults aged 18 years or older who were diagnosed with any cancer and type 2 diabetes or prediabetes (established by self-report and/or hemoglobin A1c measurement). We used Poisson and multivariate logistic regression models to determine the effect of comorbidity on health care use, defined as health care visits and overnight stays in a hospital.

Results: Of 905 cancer patients representing 27,180,715 people in the US, 24.4% had a type 2 diabetes diagnosis, and 25.8% had a prediabetes diagnosis. Patients with cancer and prediabetes had a significantly higher rate of health care visits (incidence rate ratio = 1.11; 95% CI, 1.01-1.22; P = .03) than patients with cancer only. We found no significant association between having cancer and type 2 diabetes and the number of health care visits or overnight hospital stays compared with patients with cancer only.

Conclusion: More emphasis should be placed on optimal care coordination among people with cancer and other conditions, such as diabetes and prediabetes, to reduce the impact of comorbidity on health care use. Interventions integrated with technology to provide timely access to education on preventing or managing diabetes and prediabetes among cancer patients are warranted.

简介糖尿病是癌症患者的常见并发症。我们的研究旨在考察癌症患者和 2 型糖尿病或糖尿病前期患者使用医疗服务的模式:我们使用了 2017-2020 年美国国家健康与营养调查(NHANES)的数据。研究人群包括年龄在18岁或18岁以上、被诊断患有任何癌症和2型糖尿病或糖尿病前期(通过自我报告和/或血红蛋白A1c测量确定)的美国成年人。我们使用泊松模型和多变量逻辑回归模型来确定合并症对医疗服务使用的影响,合并症是指医疗服务就诊和在医院过夜:在代表美国 27,180,715 人的 905 名癌症患者中,24.4% 被诊断为 2 型糖尿病,25.8% 被诊断为糖尿病前期。癌症合并糖尿病前期患者的就诊率(发病率比 = 1.11;95% CI,1.01-1.22;P = .03)明显高于单纯癌症患者。我们发现,与仅患有癌症的患者相比,患有癌症和2型糖尿病的患者就医次数或住院过夜次数并无明显关联:结论:应更加重视癌症患者与糖尿病和糖尿病前期等其他疾病患者之间的最佳护理协调,以减少合并症对医疗服务使用的影响。有必要采取与技术相结合的干预措施,及时为癌症患者提供预防或控制糖尿病和糖尿病前期的教育。
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引用次数: 0
Descriptive Epidemiology of New York City Older Adult Patients With Multiple Chronic Conditions. 纽约市患有多种慢性疾病的老年患者的描述性流行病学。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-01 DOI: 10.5888/pcd21.230444
Sarah Conderino, John Dodson, Yuchen Meng, Mark G Weiner, Catherine Rabin, Wilson Jacobs, Parampreet Bakshi, Melissa Lee, Jenny Uguru, Lorna E Thorpe

We characterized comorbidity profiles and cardiometabolic risk factors among older adults with multiple chronic conditions (MCCs) in New York City using an intersectionality approach. Electronic health record data were obtained from the INSIGHT Clinical Research Network on 367,901 New York City residents aged 50 years or older with MCCs. Comorbidity profiles were heterogeneous. The most common profile across sex and racial and ethnic groups was co-occurring hypertension and hyperlipidemia; prevalence of these 2 conditions differed across groups (4.7%-7.3% co-occurrence alone, 65.1%-88.0% with other conditions). Significant sex and racial and ethnic differences were observed, which may reflect accumulated disparities in risk factors and health care access across the life course.

我们采用交叉性方法研究了纽约市患有多种慢性疾病(MCC)的老年人的合并症概况和心脏代谢风险因素。我们从 INSIGHT 临床研究网络中获得了 367,901 名 50 岁或以上患有 MCCs 的纽约市居民的电子健康记录数据。合并症的情况各不相同。在不同性别、种族和民族群体中,最常见的情况是同时患有高血压和高脂血症;这两种疾病的患病率在不同群体中有所不同(单独患病率为 4.7%-7.3%,与其他疾病同时患病率为 65.1%-88.0%)。观察到了显著的性别、种族和民族差异,这可能反映了在整个生命过程中,风险因素和获得医疗保健方面累积的差异。
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引用次数: 0
Evaluation Resources for Asthma Programs and Beyond. 哮喘计划及其他项目的评估资源。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-08-01 DOI: 10.5888/pcd21.240035
Samuel Dunklin, Sarah Gill, Maureen Wilce

Evaluation can ensure the quality of public health programs. Systematic efforts to identify and fully engage everyone involved with or affected by a program can provide critical information about asthma programs and the broader environment in which they operate. To assist evaluators working at programs funded by the Centers for Disease Control and Prevention (CDC's) National Asthma Control Program (NACP), we developed a package of tools that build on the CDC's 1999 Framework for Program Evaluation in Public Health. The resulting suite of evaluation tools guides evaluators through a structured but flexible process, engaging a diverse array of interest holders and actively involving them in evaluation planning and implementation, all while strengthening their capacity to meaningfully contribute to the evaluation process. For our newest tool, our team reviewed the recent evaluation literature to create an enhanced version of the 1999 framework that describes important elements of professional evaluation practice. Although the original framework describes the steps to take in conducting an evaluation and the standards for a high-quality evaluation, our enhanced framework includes an explanation of how evaluators should approach their work: by incorporating critical reflection, interpersonal competence, situational awareness, and cultural responsiveness. In this article, we highlight many of the evaluation resources our team has created since the NACP's inception, culminating in a free e-text called Planting the Seeds of High-Quality Program Evaluation in Public Health. Public health professionals working in many types of programs - not just asthma - may find these resources useful.

评估可以确保公共卫生计划的质量。通过系统性的工作来识别并充分调动与项目有关或受项目影响的每个人,可以提供有关哮喘项目及其运行环境的重要信息。为了帮助由美国疾病控制与预防中心(CDC)的国家哮喘控制项目(NACP)资助的项目的评估人员,我们在美国疾病控制与预防中心 1999 年公共卫生项目评估框架的基础上开发了一套工具。这套评估工具指导评估人员通过一个结构化但灵活的过程,让不同的利益相关者参与进来,并让他们积极参与评估规划和实施,同时加强他们的能力,为评估过程做出有意义的贡献。对于我们的最新工具,我们的团队回顾了最近的评估文献,创建了 1999 年框架的增强版,该框架描述了专业评估实践的重要因素。尽管最初的框架描述了开展评估的步骤和高质量评估的标准,但我们的增强版框架包括了对评估人员应如何开展工作的解释:通过纳入批判性反思、人际交往能力、情景意识和文化响应能力。在这篇文章中,我们重点介绍了自 NACP 成立以来,我们的团队所创建的许多评估资源,最终形成了一份免费的电子文本,名为《在公共卫生领域播下高质量项目评估的种子》(Planting the Seeds of High-Quality Program Evaluation in Public Health)。从事多种类型项目(不仅仅是哮喘项目)的公共卫生专业人员可能会发现这些资源非常有用。
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引用次数: 0
Sociodemographic Factors of Asthma Prevalence and Costs Among Children and Adolescents in the United States, 2016-2021. 2016-2021 年美国儿童和青少年哮喘发病率和成本的社会人口因素。
IF 4.4 3区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-07-25 DOI: 10.5888/pcd21.230449
Nianyang Wang, Tursynbek Nurmagambetov

Introduction: Asthma is a chronic condition with a high prevalence and cost of care among children and adolescents. While previous research described the association of sociodemographic factors with childhood asthma prevalence, there is limited knowledge of these factors' association with medical expenditures. In this study, we examined disparities in treated asthma prevalence and medical expenditures among US children and adolescents.

Methods: Using nationally representative data from the 2016-2021 Medical Expenditures Panel Survey, we conducted a cross-sectional study of 2,365 children and adolescents (aged 0-17 y) with treated asthma compared with 40,497 children and adolescents without treated asthma. Treated asthma was defined as whether the child or adolescent had a medical event (emergency department visit, hospital inpatient stay, hospital outpatient visit, office-based medical visit, home health, and/or prescribed medicines) due to asthma. We controlled for sociodemographic factors of race and ethnicity, age, sex, health insurance coverage, family poverty status, and census region. We used 2-part models and generalized linear models to estimate annual per-person incremental medical expenditures associated with asthma.

Results: Children and adolescents with treated asthma were more likely than those without treated asthma to be non-Hispanic Black or Hispanic, male, and publicly insured. Children and adolescents with treated asthma had $3,362.56 in additional annual medical expenditures, of which $174.06 was out-of-pocket, compared with children and adolescents without treated asthma. The additional expenditures included $955.96 for prescribed medicines, $151.52 for emergency department visits, and $858.17 for office-based medical visits. Non-Hispanic Black children with treated asthma had significantly lower total ($2,721.28) and office-based visit expenditures ($803.19) than non-Hispanic White children with treated asthma.

Conclusion: Disparities among children and adolescents in the US persist in treated asthma prevalence and associated medical expenditures by sociodemographic factors.

导言:哮喘是一种慢性疾病,在儿童和青少年中的发病率和医疗费用都很高。以往的研究描述了社会人口因素与儿童哮喘发病率之间的关系,但对这些因素与医疗支出之间的关系却知之甚少。在这项研究中,我们考察了美国儿童和青少年中治疗哮喘患病率和医疗支出的差异:利用 2016-2021 年医疗支出小组调查中具有全国代表性的数据,我们对 2365 名接受过哮喘治疗的儿童和青少年(0-17 岁)与 40497 名未接受过哮喘治疗的儿童和青少年进行了横断面研究。哮喘治疗的定义是儿童或青少年是否因哮喘而发生过医疗事件(急诊就诊、住院、医院门诊、门诊就医、家庭保健和/或处方药)。我们对种族和民族、年龄、性别、医疗保险覆盖率、家庭贫困状况和人口普查地区等社会人口因素进行了控制。我们使用两部分模型和广义线性模型来估算与哮喘相关的年人均增量医疗支出:接受过哮喘治疗的儿童和青少年比未接受过哮喘治疗的儿童和青少年更可能是非西班牙裔黑人或西班牙裔、男性和有公共保险的人。与未接受过哮喘治疗的儿童和青少年相比,接受过哮喘治疗的儿童和青少年每年的额外医疗支出为 3,362.56 美元,其中自费支出为 174.06 美元。额外支出包括 955.96 美元的处方药费用、151.52 美元的急诊就诊费用以及 858.17 美元的门诊就诊费用。接受过哮喘治疗的非西班牙裔黑人儿童的总支出(2721.28 美元)和门诊支出(803.19 美元)明显低于接受过哮喘治疗的非西班牙裔白人儿童:结论:根据社会人口因素,美国儿童和青少年在接受治疗的哮喘患病率和相关医疗支出方面仍存在差异。
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引用次数: 0
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Preventing Chronic Disease
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