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Open Source Digital Health Software for Resilient, Accessible and Equitable Healthcare Systems 开放源码数字健康软件弹性,可访问和公平的医疗保健系统
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742508
C. Paton, Jørn A. Braa, A. Muhire, Luis Marco-Ruiz, Shinji Kobayashi, Hamish S. F. Fraser, Luis Falcón, A. Marcelo
Summary Objective : To assess the impact of open-source projects on making healthcare systems more resilient, accessible and equitable. Methods : In response to the International Medical Informatics Association (IMIA) call for working group contributions for the IMIA Yearbook, the Open Source Working Group (OSWG) conducted a rapid review of current open source digital health projects to illustrate how they can contribute to making healthcare systems more resilient, accessible and equitable. We sought case studies from the OSWG membership to illustrate these three concepts and how open source software (OSS) addresses these concepts in the real world. These case studies are discussed against the background of literature identified through the rapid review. Results : To illustrate the concept of resilience, we present case studies from the adoption of District Health Information Software version 2 (DHIS2) for managing the Covid pandemic in Rwanda, and the adoption of the OpenEHR open Health IT standard. To illustrate accessibility, we show how open source design systems for user interface design have been used by governments to ensure accessibility of digital health services for patients and healthy individuals, and by the OpenMRS community to standardise their user interface design. Finally, to illustrate the concept of equity, we describe the OpenWHO framework and two open source digital health projects, GNU Health and openIMIS, that both aim to reduce health inequities through the use of open source digital health software. Conclusion : This review has demonstrated that open source software addresses many of the challenges involved in making healthcare more accessible, equitable and resilient in high and low income settings.
目的:评估开源项目对提高医疗系统弹性、可及性和公平性的影响。方法:为响应国际医学信息学协会(IMIA)呼吁工作组为IMIA年鉴做出贡献,开源工作组(OSWG)对当前开源数字健康项目进行了快速审查,以说明它们如何有助于使医疗保健系统更具弹性、可及性和公平性。我们从OSWG成员中寻找案例研究来说明这三个概念,以及开源软件(OSS)如何在现实世界中解决这些概念。这些案例研究是在通过快速回顾确定的文献背景下讨论的。结果:为了说明弹性的概念,我们介绍了采用地区卫生信息软件版本2 (DHIS2)管理卢旺达Covid大流行的案例研究,以及采用OpenEHR开放卫生IT标准的案例研究。为了说明可访问性,我们展示了用于用户界面设计的开源设计系统如何被政府用于确保患者和健康个体的数字医疗服务的可访问性,以及OpenMRS社区如何用于标准化其用户界面设计。最后,为了说明公平的概念,我们介绍了OpenWHO框架和两个开源数字健康项目,即GNU health和openIMIS,它们都旨在通过使用开源数字健康软件来减少健康不平等现象。结论:本综述表明,开源软件解决了在高收入和低收入环境中使医疗保健更容易获得、更公平和更有弹性所涉及的许多挑战。
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引用次数: 2
The International Academy of Health Sciences Informatics: 2021 Update 国际健康科学信息学学会:2021年更新
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742501
W. Hersh, R. Haux, E. Huesing, M. Ball, M. Kimura, P. Otero, D. Detmer, S. Koch, K. Saranto, G. Wright
Summary Objectives : To summarize the activities of the International Academy of Health Sciences Informatics (IAHSI) in 2021 and welcome its 2021 Class of Fellows. Methods : Report on governance, strategic directions, newly elected fellows, plenary meetings, and other activities of the Academy. Results : As in 2020, all of the Academy's activities were carried out virtually due to the COVID-19 pandemic. In 2021, new Board members were elected. Strategic activities in data standards and interoperability and in mentorship moved forward. A new class of 26 Fellows was elected, bringing the total membership of the Academy to 204 Fellows from all regions of the world. In addition, a virtual plenary meeting was held. Conclusions : The Academy has continued to pursue its role as the honorific society globally for biomedical and health informatics. Expansion of strategic activities and membership will continue moving forward.
目的:总结国际健康科学信息学学院(IAHSI)在2021年的活动,并欢迎其2021届研究员。方法:报告管理、战略方向、新当选院士、全体会议和其他活动。结果:与2020年一样,由于COVID-19大流行,学院的所有活动几乎都在进行。2021年,选举产生了新的理事会成员。数据标准、互操作性和指导方面的战略活动取得了进展。新一届的26名院士被选出,使该学院来自世界各地区的院士总数达到204名。此外,还举行了一次虚拟全体会议。结论:该学院继续履行其作为全球生物医学和健康信息学荣誉协会的角色。战略活动和成员的扩大将继续向前推进。
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引用次数: 1
The Untapped Potential of Nursing and Allied Health Data for Improved Representation of Social Determinants of Health and Intersectionality in Artificial Intelligence Applications: A Rapid Review 护理和相关健康数据的未开发潜力,以改善人工智能应用中健康社会决定因素和交叉性的表现:快速回顾
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742504
Charlene Esteban Ronquillo First Co-Author, James Mitchell First Co-Author, Dari Alhuwail, Laura-Maria Peltonen, M. Topaz, L. Block
Summary Objectives : The objective of this paper is to draw attention to the currently underused potential of clinical documentation by nursing and allied health professions to improve the representation of social determinants of health (SDoH) and intersectionality data in electronic health records (EHRs), towards the development of equitable artificial intelligence (AI) technologies. Methods : A rapid review of the literature on the inclusion of nursing and allied health data and the nature of health equity information representation in the development and/or use of artificial intelligence approaches alongside expert perspectives from the International Medical Informatics Association (IMIA) Student and Emerging Professionals Working Group. Results : Consideration of social determinants of health and intersectionality data are limited in both the medical AI and nursing and allied health AI literature. As a concept being newly discussed in the context of AI, the lack of discussion of intersectionality in the literature was unsurprising. However, the limited consideration of social determinants of health was surprising, given its relatively longstanding recognition and the importance of representation of the features of diverse populations as a key requirement for equitable AI. Conclusions : Leveraging the rich contextual data collected by nursing and allied health professions has the potential to improve the capture and representation of social determinants of health and intersectionality. This will require addressing issues related to valuing AI goals (e.g., diagnostics versus supporting care delivery) and improved EHR infrastructure to facilitate documentation of data beyond medicine. Leveraging nursing and allied health data to support equitable AI development represents a current open question for further exploration and research.
摘要目的:本文的目的是提请注意护理和相关卫生专业人员目前未充分利用的临床文件潜力,以改善电子健康记录(EHRs)中健康社会决定因素(SDoH)和交叉性数据的代表性,从而促进公平的人工智能(AI)技术的发展。方法:快速回顾有关在开发和/或使用人工智能方法中纳入护理和相关健康数据以及健康公平信息表示性质的文献,以及来自国际医学信息学协会(IMIA)学生和新兴专业人员工作组的专家观点。结果:在医疗人工智能、护理和相关卫生人工智能文献中,对健康的社会决定因素和交叉性数据的考虑都是有限的。作为人工智能背景下新讨论的概念,文献中缺乏对交叉性的讨论并不令人惊讶。然而,考虑到对健康的社会决定因素的认识相对较长,以及作为公平人工智能的关键要求,代表不同人口特征的重要性,对健康的社会决定因素的有限考虑令人惊讶。结论:利用护理和相关卫生专业人员收集的丰富的背景数据,有可能改善对健康和交叉性的社会决定因素的捕捉和表示。这将需要解决与评估人工智能目标相关的问题(例如,诊断与支持医疗服务),并改进电子病历基础设施,以促进医学以外的数据记录。利用护理和相关卫生数据来支持公平的人工智能发展是当前有待进一步探索和研究的一个开放性问题。
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引用次数: 0
Datafication: the Flavor and Scent of Data 数据化:数据的味道和气味
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742505
Lars Botin
Summary This paper deals with data handling in health care on three distinct and different levels. The three levels can be classified in the following way: ethical level based on principles, political level based on negotiations and relations, and phenomenological level based on relation in between the physical and digital world. The paper takes an outset in a recent report, published in October 2021, from the Lancet and Financial Times Commission on governing health futures 2030 (ethical level), and a recent publication (2020) and exhibition at the Biennale of Architecture in Venice (2021) on Data Publics (political level), and finally makes an attempt to frame our being with digital technology on a philosophical and phenomenological level. It is the assumption that all these levels are needed the moment we try to appropriate and incorporate data in different arenas and worlds, might they be global, national, institutional, or/and individual.
本文在三个不同的层次上处理医疗保健中的数据处理。这三个层次可以分为:以原则为基础的伦理层次,以协商和关系为基础的政治层次,以及以物理世界和数字世界之间的关系为基础的现象学层次。本文以《柳叶刀》和《金融时报》委员会于2021年10月发表的一份关于管理2030年健康未来的报告(伦理层面),以及威尼斯建筑双年展(2021年)关于数据公共(政治层面)的最新出版物(2020年)和展览(2021年)为开端,最后试图在哲学和现象学层面上用数字技术来构建我们的存在。这是一种假设,当我们试图在不同领域和世界(可能是全球的、国家的、机构的或/和个人的)挪用和整合数据时,所有这些层面都是需要的。
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引用次数: 0
Telehealth as a Means of Enabling Health Equity 远程保健是促进保健公平的一种手段
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742500
C. Kuziemsky, Inga M. Hunter, Jai Ganesh Udayasankaran, P. Ranatunga, G. Kulatunga, S. John, Oommen John, José F FlÓrez-Arango, Marcia Ito, K. Ho, Shahi B Gogia, Kleber Araujo, V. Rajput, Wouter Meijer, Arindam Basu
Summary Objective : The goal of this paper is to provide a consensus review on telehealth delivery prior to and during the COVID-19 pandemic to develop a set of recommendations for designing telehealth services and tools that contribute to system resilience and equitable health. Methods : The IMIA-Telehealth Working Group (WG) members conducted a two-step approach to understand the role of telehealth in enabling global health equity. We first conducted a consensus review on the topic followed by a modified Delphi process to respond to four questions related to the role telehealth can play in developing a resilient and equitable health system. Results : Fifteen WG members from eight countries participated in the Delphi process to share their views. The experts agreed that while telehealth services before and during COVID-19 pandemic have enhanced the delivery of and access to healthcare services, they were also concerned that global telehealth delivery has not been equal for everyone. The group came to a consensus that health system concepts including technology, financing, access to medical supplies and equipment, and governance capacity can all impact the delivery of telehealth services. Conclusion : Telehealth played a significant role in delivering healthcare services during the pandemic. However, telehealth delivery has also led to unintended consequences (UICs) including inequity issues and an increase in the digital divide. Telehealth practitioners, professionals and system designers therefore need to purposely design for equity as part of achieving broader health system goals.
摘要目的:本文的目标是在COVID-19大流行之前和期间就远程医疗服务提供提供共识审查,以制定一套有助于系统复原力和公平卫生的远程医疗服务和工具设计建议。方法:imia -远程医疗工作组(WG)成员采用了两步方法来了解远程医疗在实现全球卫生公平方面的作用。我们首先对该主题进行了共识审查,然后进行了修改的德尔菲过程,以回答与远程医疗在发展有弹性和公平的卫生系统中可以发挥的作用有关的四个问题。结果:来自8个国家的15个工作组成员参与了德尔菲过程,分享了他们的观点。专家们一致认为,尽管在2019冠状病毒病大流行之前和期间的远程医疗服务促进了医疗保健服务的提供和获取,但他们也感到关切的是,全球远程医疗服务并非人人平等。专家组达成的共识是,包括技术、融资、获得医疗用品和设备以及治理能力在内的卫生系统概念都可能影响远程卫生服务的提供。结论:大流行期间,远程医疗在提供医疗服务方面发挥了重要作用。然而,远程保健服务也导致了意想不到的后果,包括不平等问题和数字鸿沟的扩大。因此,远程医疗从业人员、专业人员和系统设计者需要有意识地设计公平,作为实现更广泛的卫生系统目标的一部分。
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引用次数: 1
Overcoming Challenges to Inclusive User-based Testing of Health Information Technology with Vulnerable Older Adults: Recommendations from a Human Factors Engineering Expert Inquiry 克服挑战,以包容性的用户为基础的测试健康信息技术与脆弱的老年人:来自人因工程专家调查的建议
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742499
L. Peute, G. Wildenbos, Thomas Engelsma, Blake J. Lesselroth, Valentina Lichtner, H. Monkman, David P. Neal, L. van Velsen, M. Jaspers, R. Marcilly
Summary Objectives : Involving representative users in usability testing of health information technology (HIT) is central to user-centered design. However, (vulnerable) older adults as representative users have unique requirements. Aging processes may affect physical capabilities and cognitive skills, which can hamper testing with this demographic and may require special attention and revised protocols. This study was performed to provide expert-based recommendations for HIT user-testing with (vulnerable) older adults to support inclusive HIT design and evaluation. Methods : First, we conducted a structured workshop with ten experts in HIT implementation and research, recruited through purposeful sampling, to generate insights into how characteristics of older adults may influence user-testing. Next, five Human Factor researchers experienced in HIT user-testing with (vulnerable) older adults validated the results and provided additional textual insights to gain consensus on the most important recommendations. A thematic analysis was performed on the resulting inquiries. Applied codes were based on the User-Centered Design framework. Results : The analysis resulted in nine recommendations for user-testing of HIT with older adults, divided into three main themes: (1) empathetic approach and trust-building, (2) new requirements for testing and study design, and (3) adjustments to usability evaluation methods. For each theme a checklist of relevant items to follow-up on the recommendation is provided. Conclusions : The recommendations generated through expert inquiry contribute to more effective usability testing of HIT with older adults. This provides an important step towards improved accessibility of HIT amongst older adults through inclusive user-centered design.
摘要目标:让有代表性的用户参与健康信息技术(HIT)的可用性测试是以用户为中心的设计的核心。然而,(脆弱的)老年人作为代表用户有独特的需求。衰老过程可能会影响身体能力和认知技能,这可能会妨碍对这一人群的测试,可能需要特别关注和修订协议。本研究旨在为(弱势)老年人的HIT用户测试提供基于专家的建议,以支持包容性的HIT设计和评估。方法:首先,我们通过有目的的抽样招募了10位HIT实施和研究专家,进行了一次结构化的研讨会,以深入了解老年人的特征如何影响用户测试。接下来,五名在(脆弱的)老年人的HIT用户测试中经验丰富的人为因素研究人员验证了结果,并提供了额外的文本见解,以获得对最重要建议的共识。对调查结果进行了专题分析。应用的代码基于以用户为中心的设计框架。结果:通过分析得出了九项针对老年人HIT用户测试的建议,分为三个主题:(1)共情方法和信任建立;(2)测试和研究设计的新要求;(3)可用性评估方法的调整。对于每个主题,都提供了一份关于建议后续行动的有关项目清单。结论:通过专家询问产生的建议有助于更有效的老年人HIT可用性测试。这为通过包容性的以用户为中心的设计改善老年人的无障碍信息技术提供了重要的一步。
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引用次数: 2
Ethics in the History of Medical Informatics for Decision-Making: Early Challenges to Digital Health Goals 决策医学信息学史上的伦理学:对数字健康目标的早期挑战
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742491
C. Kulikowski
Summary Background : Inclusive digital health prioritizes public engagement through digital literacies and internet/web connectivity for advancing and scaling healthcare equitably by informatics technologies. This is badly needed, largely desirable and uncontroversial. However, historically, medical and healthcare practices and their informatics processes assume that individual clinical encounters between practitioners and patients are the indispensable foundation of clinical practice. This assumption has been dramatically challenged by expansion of digital technologies, their interconnectable mobility, virtuality, surveillance informatics, and the vastness of data repositories for individuals and populations that enable and support them. This article is a brief historical commentary emphasizing critical ethical issues about decisions in clinical interactions or encounters raised in the early days of the field. These questions, raised eloquently by François Grémy in 1985, have become urgently relevant to the equity/fairness, inclusivity and unbiasedness desired of today's pervasive digital health systems. Objectives : The main goal of this article is to highlight how the personal freedoms of choice, values, and responsibilities arising in relationships between physicians and healthcare practitioners and their patients in the clinical encounter can be distorted by digital health technologies which focus more on efficiency, productivity, and scalability of healthcare processes. Understanding the promise and limitations of early and current decision-support systems and the analytics of community or population data can help place into historical context the often exaggerated claims made today about Artificial Intelligence and Machine Learning “solving” clinical problems with algorithms and data, downplaying the role of the clinical judgments and responsibilities inherent in personal clinical encounters. Methods : A review of selected early articles in medical informatics is related to current literature on the ethical issues and technological inadequacies involved in the design and implementation of clinical systems for decision-making. Early insights and cautions about the development of decision support technologies raised questions about the ethical responsibilities in clinical encounters where freedom of personal choice can be so easily limited through the constraints from information processing and reliance on prior expertise frequently driven more by administrative rather than clinical objectives. These anticipated many of the deeper ethical problems that have arisen since then in clinical informatics. Conclusions : Early papers on ethics in clinical decision-making provide prescient commentary on the dangers of not taking into account the complexities of individual human decision making in clinical encounters. These include the excessive reliance on data and experts, and oversimplified models of human reasoning, all of which persist and have b
背景:包容性数字卫生优先考虑通过数字素养和互联网/网络连接进行公众参与,从而通过信息技术公平地推进和扩大医疗保健。这是迫切需要的,在很大程度上是可取的,而且没有争议。然而,从历史上看,医疗和保健实践及其信息学过程假设从业人员和患者之间的个人临床接触是临床实践不可或缺的基础。数字技术的扩展、它们的互联移动性、虚拟性、监控信息学以及为个人和人群提供支持和支持的庞大数据存储库,极大地挑战了这一假设。这篇文章是一个简短的历史评论,强调在临床相互作用或遇到的决定的关键伦理问题,在该领域的早期提出。这些问题是弗朗索瓦·格莱姆在1985年雄辩地提出的,与当今无处不在的数字卫生系统所期望的公平/公平、包容和公正迫切相关。目标:本文的主要目标是强调在临床遇到的医生、医疗保健从业人员及其患者之间的关系中产生的个人选择自由、价值观和责任是如何被数字医疗技术扭曲的,数字医疗技术更关注医疗保健流程的效率、生产力和可扩展性。了解早期和当前决策支持系统的前景和局限性,以及对社区或人口数据的分析,可以帮助我们将今天关于人工智能和机器学习用算法和数据“解决”临床问题的说法置于历史背景中,低估临床判断的作用和个人临床接触中固有的责任。方法:回顾医学信息学中选定的早期文章,涉及临床决策系统设计和实施中的伦理问题和技术不足的当前文献。关于决策支持技术发展的早期见解和警告提出了关于临床接触中的伦理责任的问题,在这种情况下,个人选择的自由很容易受到信息处理的限制和依赖先前的专业知识的限制,这些限制往往更多地是由行政而不是临床目标驱动的。这些预测了自那时以来在临床信息学中出现的许多更深层次的伦理问题。结论:早期关于临床决策中的伦理问题的论文提供了先见之明的评论,说明了在临床遭遇中不考虑个人决策复杂性的危险。这些问题包括过度依赖数据和专家,以及过度简化的人类推理模型,所有这些问题都存在并在今天被放大,因为在实际系统中,个体患者和从业人员的道德责任与专业或其他社区内的团体的道德责任交织在一起,这是临床遭遇如何在我们的数字健康未来发展的核心问题,因此如何处理包容性,公平性和偏见。
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引用次数: 1
The Role of Formative Evaluation in Promoting Digitally-based Health Equity and Reducing Bias for Resilient Health Systems: The Case of Patient Portals 形成性评估在促进基于数字的卫生公平和减少弹性卫生系统偏见中的作用:以患者门户网站为例
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742498
K. Cresswell, M. Rigby, A. Georgiou, Z. S. Wong, Polina V. Kukhareva, S. Medlock, N. D. de Keizer, F. Magrabi, P. Scott, E. Ammenwerth
Summary Objectives : Patient portals are increasingly implemented to improve patient involvement and engagement. We here seek to provide an overview of ways to mitigate existing concerns that these technologies increase inequity and bias and do not reach those who could benefit most from them. Methods : Based on the current literature, we review the limitations of existing evaluations of patient portals in relation to addressing health equity, literacy and bias; outline challenges evaluators face when conducting such evaluations; and suggest methodological approaches that may address existing shortcomings. Results : Various stakeholder needs should be addressed before deploying patient portals, involving vulnerable groups in user-centred design, and studying unanticipated consequences and impacts of information systems in use over time. Conclusions : Formative approaches to evaluation can help to address existing shortcomings and facilitate the development and implementation of patient portals in an equitable way thereby promoting the creation of resilient health systems.
目的:越来越多地实施患者门户,以提高患者的参与和参与。我们在此试图概述如何减轻现有的担忧,即这些技术增加了不平等和偏见,并没有惠及那些可以从中受益最多的人。方法:在现有文献的基础上,我们回顾了现有的患者门户评估在解决健康公平、素养和偏见方面的局限性;概述评估人员在进行此类评估时面临的挑战;并提出可能解决现有缺点的方法方法。结果:在部署患者门户之前,应解决各种利益相关者的需求,将弱势群体纳入以用户为中心的设计中,并研究随着时间的推移使用信息系统的意外后果和影响。结论:形成性评价方法有助于解决现有的缺点,并以公平的方式促进患者门户网站的开发和实施,从而促进建立有弹性的卫生系统。
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引用次数: 3
Social Media, Digital Health Literacy, and Digital Ethics in the Light of Health Equity 社会媒体、数字健康素养和健康公平下的数字伦理
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742503
O. Rivera-Romero, E. Gabarron, T. Miron-Shatz, C. Petersen, K. Denecke
Summary Objective : Social media is used in the context of healthcare, for example in interventions for promoting health. Since social media are easily accessible they have potential to promote health equity. This paper studies relevant factors impacting on health equity considered in social media interventions. Methods : We searched for literature to identify potential relevant factors impacting on health equity considered in social media interventions. We included studies that reported examples of health interventions using social media, focused on health equity, and analyzed health equity factors of social media. We identified Information about health equity factors and targeted groups. Results : We found 17 relevant articles. Factors impacting on health equity reported in the included papers were extracted and grouped into three categories: digital health literacy, digital ethics, and acceptability. Conclusions : Literature shows that it is likely that digital technologies will increase health inequities associated with increased age, lower level of educational attainment, and lower socio-economic status. To address this challenge development of social media interventions should consider participatory design principles, visualization, and theories of social sciences.
摘要目的:社交媒体用于保健领域,例如用于促进健康的干预措施。由于社交媒体易于使用,它们具有促进卫生公平的潜力。本文研究了社交媒体干预中考虑的影响健康公平的相关因素。方法:我们检索文献,以确定在社交媒体干预中考虑的影响健康公平的潜在相关因素。我们纳入了报告了使用社交媒体进行健康干预的例子的研究,重点关注健康公平,并分析了社交媒体的健康公平因素。我们确定了有关健康公平因素和目标群体的信息。结果:共找到17篇相关文献。提取纳入论文中报告的影响卫生公平的因素,并将其分为三类:数字卫生素养、数字伦理和可接受性。结论:文献表明,数字技术可能会增加与年龄增加、受教育程度降低和社会经济地位降低相关的健康不平等。为了应对这一挑战,社会媒体干预的发展应该考虑参与式设计原则、可视化和社会科学理论。
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引用次数: 6
Desiderata for a New Generation of EHRs for Inclusive Healthcare 需要新一代的电子病历为包容性医疗
Pub Date : 2022-06-01 DOI: 10.1055/s-0042-1742507
E. Román-Villarán, E. Ammenwerth, Jayathri Wijayaratne, C. Parra-Calderón
Summary Objectives : This research addresses several factors relevant to inequity in healthcare that may be susceptible to being addressed in a new generation of electronic health records (EHRs). Methods : Through a scoping review of the literature, inequities related to ethnicity, gender, and socioeconomic aspects in healthcare in general and, more specifically in EHRs, have been considered. Papers have been identified between 2011 and 2022 in three categories: EHR, gender inequalities, and ethnicity inequalities. Results : Twenty-two recommendations have been identified within the scope of the three categories indicated above. These exposed requirements focus on two spheres: (1) technical sphere, mainly focused on the characteristics and tools that the EHR should develop from taking into account the studied inequalities; and (2) clinical sphere, which mainly affects patients, health professionals, and health providers. Conclusions : Ethnic and gender inequalities are essential factors to take into account when diagnosing, monitoring, preventing, and treating a patient. These factors give us the keys to discovering recommendations for a new generation of EHRs to help mitigate these needs.
摘要目的:本研究解决了与医疗保健不公平相关的几个因素,这些因素可能容易在新一代电子健康记录(EHRs)中得到解决。方法:通过对文献的范围审查,考虑了与种族、性别和社会经济方面有关的医疗保健,更具体地说,是电子病历。2011年至2022年期间的论文被确定为三类:电子病历、性别不平等和种族不平等。结果:在上述三类范围内确定了22项建议。这些暴露的需求集中在两个领域:(1)技术领域,主要集中在考虑到研究的不平等,电子病历应该发展的特征和工具;(2)临床领域,主要影响患者、卫生专业人员和卫生服务提供者。结论:种族和性别不平等是诊断、监测、预防和治疗患者时必须考虑的重要因素。这些因素为我们提供了发现新一代电子病历建议的关键,以帮助减轻这些需求。
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引用次数: 0
期刊
Yearbook of medical informatics
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