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Improving ICD Coding in the Emergency Department: Factors Related to Use of "Unspecified" Codes for Head and Brain Injury. 改善急诊科的 ICD 编码:与头部和脑部损伤使用 "不明 "代码相关的因素。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-09-24 DOI: 10.1097/PHH.0000000000002012
Tracy Wharton, Emily Hunt Costello, Alexis Peterson, Julia A Bleser, Kelly Sarmiento, Morgan Bailey

Context: International Classification of Diseases (ICD) codes are used for billing but also for surveillance for injuries such as traumatic brain injuries (TBI). While specificity is possible in the ICD-10-CM scheme, use of the code for unspecified injury of head (SO9.9) remains high.

Objectives: This process evaluation sought to understand medical ICD-10-CM coding behaviors for TBI in emergency department (ED) settings.

Design: Semi-structured interviews explored the processes that facilitate or hinder ED physicians from selecting specific ICD codes for TBI and potential points of intervention for increased coding specificity and reducing the use of unspecified codes.

Setting: Video interviews were conducted with a nationwide sample in the United States.

Participants: A purposive snowball sampling strategy was used to recruit 26 ED physicians with experience diagnosing TBI.

Intervention: Semi-structured interviews identified factors related to the selection of specific ICD codes for head injury.

Main outcome measure: Thematic analysis of transcribed data.

Results: Four main themes emerged from the data: the impact of training and expertise, factors related to diagnosis, unclear connections with medical coders, and actionable recommendations. Interviews underscored the context surrounding "unspecified" codes for TBI, including demands from patient care, time pressures, issues around how a diagnosis may impact patient management decisions, and considerations related to mapping within the electronic medical record (EMR) where options may default to an unspecified code.

Conclusions: Findings from this analysis indicate that ED providers may benefit from more robust training on how documentation can better support ICD-10-CM coding for this type of trauma. Revised EMR structures could support efficient coding specificity and clarity.

背景:国际疾病分类(ICD)代码不仅用于计费,还用于监测创伤性脑损伤(TBI)等损伤。虽然 ICD-10-CM 方案可以实现特异性,但头部不明损伤代码(SO9.9)的使用率仍然很高:本过程评估旨在了解急诊科(ED)中 TBI 的 ICD-10-CM 医疗编码行为:设计:半结构式访谈探讨了促进或阻碍急诊科医生为创伤性脑损伤选择特定 ICD 编码的过程,以及提高编码特异性和减少使用未指定编码的潜在干预点:对美国全国范围内的样本进行了视频访谈:采用有目的的 "滚雪球 "抽样策略,招募了 26 名具有 TBI 诊断经验的急诊科医生:主要结果测量:对转录数据进行主题分析:结果:从数据中发现了四个主题:培训和专业知识的影响、与诊断相关的因素、与医疗编码员的联系不明确以及可操作的建议。访谈强调了围绕创伤性脑损伤 "未指定 "代码的背景,包括患者护理需求、时间压力、诊断如何影响患者管理决策的相关问题,以及与电子病历(EMR)内映射相关的考虑因素,其中选项可能默认为未指定代码:分析结果表明,急诊室医疗服务提供者可能会受益于更有力的培训,了解如何通过文档记录更好地支持这类创伤的 ICD-10-CM 编码。修订后的 EMR 结构可支持高效的编码特异性和清晰度。
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引用次数: 0
What Is Old Is New Again: Reimagining "The Salon" to Address Public Health Challenges.
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-11-14 DOI: 10.1097/PHH.0000000000002086
Amelia M Jamison, Janesse Brewer, Ana Stevens, Robin Mowson, Victoria Ryan, Matthew Bobo, Daniel A Salmon
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引用次数: 0
Enhancing Adaptability: Exploring Structural Empowerment and Systems Thinking Among State Governmental Public Health Nutritionists. 增强适应性:探索州政府公共卫生营养学家的结构授权和系统思维。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-11-14 DOI: 10.1097/PHH.0000000000002026
Angela M Tagtow, Christina R Welter, Steven Seweryn, Marie L Spiker, Jill Lange, Jeneane McDonald, Yuka Asada

This study explored how structural empowerment and systems thinking enabled public health nutritionists to adapt to complex environments. Interviews with 14 dietitian-prepared nutritionists from state governmental public health agencies elucidated 3 key themes: leveraging relationships was essential to exercising structural empowerment and systems thinking; accessing resources and support were priorities in supporting public health nutrition initiatives; and addressing gaps in formal training, specific to systems thinking, enabled adaptability to work in public health settings. The findings highlight the need for broader examinations into strengthening access to organizational power structures; integrating systems thinking into public health operations; and sustaining professional development for the public health workforce, especially with limited resources. Enhancing access to organizational power structures and applying systems thinking can empower the public health workforce to better adapt to challenges by building relationships, accessing resources and support, and making informed decisions that positively impact population health.

本研究探讨了结构授权和系统思维如何使公共卫生营养学家适应复杂的环境。对来自州政府公共卫生机构的 14 名营养师进行的访谈阐明了 3 个关键主题:利用关系对行使结构赋权和系统思维至关重要;获取资源和支持是支持公共卫生营养计划的优先事项;解决正规培训中系统思维方面的具体差距,使其能够适应公共卫生环境中的工作。研究结果突出表明,有必要对以下方面进行更广泛的研究:加强对组织权力结构的利用;将系统思维纳入公共卫生行动;以及维持公共卫生队伍的专业发展,尤其是在资源有限的情况下。加强对组织权力结构的利用和应用系统思维可以增强公共卫生人员的能力,通过建立关系、获取资源和支持以及做出对人口健康产生积极影响的知情决策,更好地适应各种挑战。
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引用次数: 0
Proposed Framework for Adopting Privacy-Preserving Record Linkage for Public Health Action. 为公共卫生行动采用隐私保护记录链接的拟议框架。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-10-16 DOI: 10.1097/PHH.0000000000002027
Aditi Pathak, Laina Serrer, Meera Bhalla, Raymond King, Lisa B Mirel, Arunkumar Srinivasan, Patrick Baier, Daniela Zapata, Corinne David-Ferdon, Steven Luxenberg, Adi V Gundlapalli

Objectives: To propose a framework for adoption of privacy-preserving record linkage (PPRL) for public health applications.

Methods: Twelve interviews with subject matter experts (SMEs) were conducted virtually and coded using an inductive approach. A collaborative session was conducted with SMEs to identify key steps in the PPRL project lifecycle which informed development of a PPRL implementation checklist.

Results: This framework has 2 decision-making levels: the organization level and the project or program level. Organization-level considerations include PPRL governance, the optimal choice among approved PPRL solutions, the need for longitudinal linkages, the potential issue of vendor lock-in, and costs. Program-level considerations include characteristics of the PPRL use case, linkage quality and accuracy, data privacy and use, security thresholds, compatibility with data owners' data architecture, and trade-offs between open-source and commercial PPRL solutions. A PPRL implementation checklist was developed to guide public health practitioners considering PPRL for data linkage.

Conclusions: The framework may be considered by public health entities to guide adoption and implementation of PPRL in public health research and surveillance. Public health experts may refer to this framework and the PPRL implementation checklist when determining the appropriateness of PPRL for specific use cases and implementation planning.

目标:为公共卫生应用提出采用隐私保护记录链接(PPRL)的框架:提出在公共卫生应用中采用隐私保护记录链接(PPRL)的框架:对主题专家(SMEs)进行了 12 次虚拟访谈,并采用归纳法进行编码。与中小型企业进行了一次合作会议,以确定 PPRL 项目生命周期中的关键步骤,并据此制定了 PPRL 实施清单:该框架有两个决策层面:组织层面和项目或计划层面。组织层面的考虑因素包括 PPRL 治理、已批准的 PPRL 解决方案中的最佳选择、纵向联系的需求、供应商锁定的潜在问题以及成本。计划层面的考虑因素包括 PPRL 用例的特点、链接质量和准确性、数据隐私和使用、安全阈值、与数据所有者数据架构的兼容性,以及开源和商业 PPRL 解决方案之间的权衡。制定了一个 PPRL 实施清单,以指导公共卫生从业人员考虑将 PPRL 用于数据链接:公共卫生实体可考虑采用该框架,以指导在公共卫生研究和监测中采用和实施 PPRL。公共卫生专家在确定 PPRL 是否适合特定用例和实施规划时,可参考本框架和 PPRL 实施清单。
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引用次数: 0
Building Healthy, Equitable, and Resilient Communities: Lessons Learned From Multisector Community Partnerships Addressing the Social Determinants of Health. 建设健康、公平和具有复原力的社区:多部门社区合作应对健康的社会决定因素的经验教训》。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-10-25 DOI: 10.1097/PHH.0000000000001998
Kelli DePriest, LaShawn Glasgow, Erin M Bayer, Stephanie Weiss, Karen Hacker

Context: Multisector community partnerships play a pivotal role in public health strategy for understanding and addressing social determinants of health (SDOH) and promoting health equity. The work of these partnerships is well aligned with building community resilience.

Program: The Year 2 Improving Social Determinants of Health-Getting Further Faster (GFF) retrospective evaluation was designed to gather practice-based evidence that can inform future community-driven partnerships to improve chronic disease outcomes and advance health equity by addressing social determinants of health (SDOH).

Implementation: This paper sought to determine how the efforts of multisector community partnerships could also support community resilience. Guided by CDC's Framework for Program Evaluation in Public Health and health equity principles, the GFF evaluation engaged 14 Multisector Community Partnerships to better understand how their SDOH interventions contribute to community changes that improve chronic diseases and advance health equity. Data collection included qualitative discussions along with additional quantitative analyses of SDOH outcomes, costs, and prevention impacts. This paper focuses on insights gathered from qualitative discussions (2 virtual 60-minute discussions with members of each of the 14 Partnerships) around community resilience.

Evaluation: Results from qualitative discussions demonstrate how Partnerships' SDOH efforts created parallel opportunities for nurturing community resilience. For example, Partnerships engaged community members in the design and implementation of SDOH interventions in ways that nurtured a sense of belonging and empowerment to shape their community. To further build community resilience, Partnerships mentioned the importance of sustained and flexible funding, help building stronger partnerships, and a shared goal to build resilience and engage community members.

Discussion: Findings indicate that community partnerships working to address SDOH can drive reciprocal improvements in community resilience-contributions that are critical for advancing health equity. Partnerships suggested that health departments may have opportunities to enhance community resilience through their role as funder, facilitator, and convener.

背景:多部门社区伙伴关系在公共卫生战略中发挥着举足轻重的作用,有助于了解和解决健康的社会决定因素 (SDOH) 并促进健康公平。这些伙伴关系的工作与建设社区复原力密切相关:第 2 年 "改善健康的社会决定因素--更快取得进展"(GFF)回顾性评估旨在收集以实践为基础的证据,为未来社区驱动的合作伙伴关系提供信息,以通过解决健康的社会决定因素(SDOH)来改善慢性疾病的治疗效果并促进健康公平:实施:本文旨在确定多部门社区伙伴关系的努力如何也能支持社区复原力。在疾病预防控制中心的公共卫生计划评估框架和健康公平原则的指导下,全球森林论坛的评估与 14 个多部门社区合作伙伴进行了接触,以更好地了解他们的 SDOH 干预措施如何促进社区变化,从而改善慢性疾病并促进健康公平。数据收集包括定性讨论以及对 SDOH 结果、成本和预防影响的额外定量分析。本文重点介绍从定性讨论(与 14 个合作伙伴中的每个成员进行 2 次 60 分钟的虚拟讨论)中收集到的有关社区复原力的见解:定性讨论的结果表明,"合作伙伴关系 "的 SDOH 工作如何为培养社区复原力创造了并行机会。例如,"合作伙伴关系 "让社区成员参与 SDOH 干预措施的设计和实施,以培养社区成员的归属感和塑造社区的能力。为了进一步增强社区的抗灾能力,伙伴关系提到了持续灵活的资金、帮助建立更牢固的伙伴关系以及增强抗灾能力和社区成员参与的共同目标的重要性:讨论:研究结果表明,致力于解决 SDOH 问题的社区伙伴关系能够推动社区复原力的互惠改善,这对促进健康公平至关重要。合作关系表明,卫生部门可以通过其作为资助者、促进者和召集者的角色来提高社区的抗灾能力。
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引用次数: 0
Real-Time Dashboard for Identifying Overdose Touchpoints in Indiana. 用于识别印第安纳州用药过量接触点的实时仪表板。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-11-05 DOI: 10.1097/PHH.0000000000002000
Bradley Ray, Douglas Huntsinger, Kaitlyn Christian, Logan Gillenwater, Abigail Rinderle, Allyson Dir, Matthew C Aalsma, Khairi Reda

Indiana state government partnered with researchers to develop a real-time dashboard that brings together multiple data sources to provide state and county-level measures around overdose touchpoints, which are settings that people engaged with prior to fatal overdose. Exploration of the dashboard reveals multiple opportunities for overdose prevention and highlights its use as a tool to monitor strategies in reducing overdose deaths.

印第安纳州政府与研究人员合作开发了一个实时仪表板,该仪表板汇集了多个数据源,提供了州和县一级的用药过量接触点衡量指标,这些接触点是人们在用药过量致死前接触的环境。对该仪表板的探索揭示了预防用药过量的多种机会,并强调了其作为监测减少用药过量死亡策略的工具的用途。
{"title":"Real-Time Dashboard for Identifying Overdose Touchpoints in Indiana.","authors":"Bradley Ray, Douglas Huntsinger, Kaitlyn Christian, Logan Gillenwater, Abigail Rinderle, Allyson Dir, Matthew C Aalsma, Khairi Reda","doi":"10.1097/PHH.0000000000002000","DOIUrl":"10.1097/PHH.0000000000002000","url":null,"abstract":"<p><p>Indiana state government partnered with researchers to develop a real-time dashboard that brings together multiple data sources to provide state and county-level measures around overdose touchpoints, which are settings that people engaged with prior to fatal overdose. Exploration of the dashboard reveals multiple opportunities for overdose prevention and highlights its use as a tool to monitor strategies in reducing overdose deaths.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":" ","pages":"29-33"},"PeriodicalIF":2.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142584740","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
Improving Access to Hygiene, Sanitation, and Drinking Water in King County and Beyond: Success Factors and Costs.
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-10-10 DOI: 10.1097/PHH.0000000000002028
Francesca Holme, Ryan Kellogg, Semone Andu, Jessica Knaster Wasse, Keith Seinfeld, Richard Gelb

Context: Most major urban areas in the US, including Seattle and King County, have a long-standing lack of public restrooms, handwashing stations, and drinking water, presenting public health risks.

Objective: To aid decision-makers in expanding access, we review available information regarding successful hygiene programs in urban settings to identify shared characteristics and costs.

Design: We reviewed 10 journal articles, 49 news articles, and 54 pieces of gray literature including reports, white papers, and online resources describing real-world hygiene, sanitation, and drinking water programs in US and global urban settings. We selected programs in 8 cities and applied a thematic analysis to identify shared success factors. We also summarized costs where available.

Settings: Calgary (Canada), Denver (Colorado), London (United Kingdom), Los Angeles (California), Portland (Oregon), San Francisco (California), Seattle (Washington), and Vancouver (Canada).

Results: Successful programs usually provide frequent cleaning and maintenance, are designed and operated to discourage crime and misuse, leverage existing infrastructure, and include mobile solutions. Cities can expect an initial cost of at least $133 000 per toilet and annual operating costs of at least $100 000 per toilet.

Conclusions: By employing proven solutions and bringing them to scale over time, cities can promote health while improving quality of life and facilitating movement through public spaces for all. Costs should be understood in the context of expenses such as sidewalk cleaning and human waste removal that are necessitated by a lack of restrooms.

{"title":"Improving Access to Hygiene, Sanitation, and Drinking Water in King County and Beyond: Success Factors and Costs.","authors":"Francesca Holme, Ryan Kellogg, Semone Andu, Jessica Knaster Wasse, Keith Seinfeld, Richard Gelb","doi":"10.1097/PHH.0000000000002028","DOIUrl":"10.1097/PHH.0000000000002028","url":null,"abstract":"<p><strong>Context: </strong>Most major urban areas in the US, including Seattle and King County, have a long-standing lack of public restrooms, handwashing stations, and drinking water, presenting public health risks.</p><p><strong>Objective: </strong>To aid decision-makers in expanding access, we review available information regarding successful hygiene programs in urban settings to identify shared characteristics and costs.</p><p><strong>Design: </strong>We reviewed 10 journal articles, 49 news articles, and 54 pieces of gray literature including reports, white papers, and online resources describing real-world hygiene, sanitation, and drinking water programs in US and global urban settings. We selected programs in 8 cities and applied a thematic analysis to identify shared success factors. We also summarized costs where available.</p><p><strong>Settings: </strong>Calgary (Canada), Denver (Colorado), London (United Kingdom), Los Angeles (California), Portland (Oregon), San Francisco (California), Seattle (Washington), and Vancouver (Canada).</p><p><strong>Results: </strong>Successful programs usually provide frequent cleaning and maintenance, are designed and operated to discourage crime and misuse, leverage existing infrastructure, and include mobile solutions. Cities can expect an initial cost of at least $133 000 per toilet and annual operating costs of at least $100 000 per toilet.</p><p><strong>Conclusions: </strong>By employing proven solutions and bringing them to scale over time, cities can promote health while improving quality of life and facilitating movement through public spaces for all. Costs should be understood in the context of expenses such as sidewalk cleaning and human waste removal that are necessitated by a lack of restrooms.</p>","PeriodicalId":47855,"journal":{"name":"Journal of Public Health Management and Practice","volume":" ","pages":"E34-E39"},"PeriodicalIF":2.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142899389","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
Physician and Physician Trainee Barriers to Sexually Transmitted Infection Testing in Adolescents and Young Adults Aged 15-24 in the United States: A Narrative Review. 美国 15-24 岁青少年性传播感染检测的医生和实习医生障碍:叙述性综述。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-11-14 DOI: 10.1097/PHH.0000000000002025
Alexandra Filipkowski, Carol Kunzel
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引用次数: 0
Mental Health and Mental Health Care Utilization Across Political Affiliation in US Adults. 美国成年人不同政治派别的心理健康和心理保健使用情况。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-11-14 DOI: 10.1097/PHH.0000000000002050
Catherine K Ettman, C Ross Hatton, Brian C Castrucci, Sandro Galea

In the past decade, depression has become more visible in the public conversation; depression has also become bound in national divides. We sought to assess (1) whether positive screen for depression is associated with political party affiliation and (2) whether use of mental health care varies by political affiliation. Positive screen for depression did not differ significantly for Republicans versus Democrats in Spring 2023. However, Republicans were less likely to have received treatment for their mental health in the past 12 months. Depression is a bipartisan issue, and improving access to mental health care could be a priority that unites political groups during the upcoming election season.

在过去的十年中,抑郁症在公众话题中变得更加引人注目;同时,抑郁症也与国家分歧紧密相连。我们试图评估:(1) 抑郁症阳性筛查是否与政党党派有关;(2) 心理保健的使用是否因政党党派而异。在 2023 年春季,共和党人与民主党人的抑郁症筛查阳性率没有明显差异。但是,共和党人在过去 12 个月中接受心理健康治疗的可能性较低。抑郁症是一个两党共存的问题,在即将到来的选举季中,改善心理健康护理的可及性可能会成为团结各政治团体的一个优先事项。
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引用次数: 0
Underrepresented Populations on Public Health Data Dashboards: Design Considerations for Improving Usability and Usefulness. 公共卫生数据仪表板上的代表性不足人群:提高可用性和实用性的设计考虑因素。
IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-01-01 Epub Date: 2024-08-07 DOI: 10.1097/PHH.0000000000002037
Bahareh Ansari, Mehdi Barati, Xiaojun Yuan

Context: Representation of racial and ethnic minority groups and sexual and gender minority groups is limited on public health data dashboards. The small size of these populations leads to data being aggregated or suppressed to produce stable estimations and preserve individuals' information privacy. This might, however, limit the usefulness of the represented data for identifying individuals' risk factors and allocating services.

Objective: To explore public health practitioners' concerns about underrepresented populations on public health data dashboards that emerged during a usability evaluation study.

Participants: 20 public health practitioners from New York State, US.

Setting: Virtual Zoom meetings were conducted to monitor the participants' use of a public health dashboard and ask about their experience using it. The collected data, in the form of researchers' notes and audio transcripts, were analyzed using the thematic analysis approach.

Results: Participants were very concerned about the underrepresentation of sexual and gender minority groups and racial and ethnic minority groups on public health data dashboards. Four themes emerged regarding the consequences of the underrepresentation: (1) misinterpretation of risk for underrepresented groups, (2) exacerbating the mistrust between underrepresented populations and the government, (3) a potential disservice to underserved populations if the data is used as the basis for allocating resources, and (4) and unknown impact for the individuals whose demographic information is unknown.

Conclusions: We propose considerations for displaying underrepresented populations on public health data dashboards to improve the utility of the represented data.

背景:在公共卫生数据仪表盘上,少数种族和族裔群体以及性和性别少数群体的代表性有限。由于这些群体的规模较小,因此需要对数据进行汇总或压制,以得出稳定的估计值并保护个人的信息隐私。然而,这可能会限制所代表数据在识别个人风险因素和分配服务方面的实用性:探索公共卫生从业人员对公共卫生数据仪表盘上代表性不足人群的担忧,这些担忧是在可用性评估研究中出现的。参与者:20 名来自美国纽约州的公共卫生从业人员:进行虚拟 Zoom 会议,监测参与者对公共卫生仪表板的使用情况,并询问他们的使用体验。收集到的数据以研究人员笔记和录音誊本的形式,采用主题分析方法进行分析:结果:参与者非常关注性与性别少数群体以及种族与民族少数群体在公共卫生数据仪表板中代表性不足的问题。关于代表性不足的后果,出现了四个主题:(1) 对代表性不足群体风险的误解;(2) 加剧代表性不足群体与政府之间的不信任;(3) 如果数据被用作分配资源的依据,可能会对服务不足的群体造成损害;(4) 对人口统计信息未知的个人的影响未知:我们提出了在公共卫生数据仪表盘上显示代表性不足人群的注意事项,以提高所代表数据的实用性。
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引用次数: 0
期刊
Journal of Public Health Management and Practice
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