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Identification and classification of indicators for evaluating health information systems 确定卫生信息系统评估指标并进行分类
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2023.100833
Habibeh Norouzi , Mohammad Hossein Mehrolhassani , Sadrieh Hajesmaeel-Gohari , Leila Ahmadian , Mohammad Mehdi Ghaemi , Mehdi Mohammadi , Reza Khajouei

Background

Several evaluation methods are used to determine the advantages and disadvantages of healthcare information systems and their contribution to attaining organizational goals. Despite the existence of many evaluation frameworks, there is no comprehensive set of indicators that evaluate different dimensions of information systems. This study aimed to develop a set of indicators for evaluating health information systems.

Methods

This research was conducted in three phases. First, based on a literature review of PubMed, Web of Science, Scopus, and Embase databases, studies using the health information system evaluation methods were extracted. Second, consecutive focus group meetings were held with scientific and executive experts to discuss the list of evaluation indicators extracted from the studies. In these meetings, the experts agreed on including, removing, adding, combining, and grouping the indicators. Third, the indicators were weighted using the Analytical Network Process (ANP) method, and the set of evaluation indicators was finalized.

Results

The review of 177 relevant articles resulted in the extraction of 360 indicators. During the focus group meetings, 174 overlapping and duplicate indicators were eliminated and 61 indicators were added to the model based on experts’ suggestions. The remaining 247 indicators were classified into a four-level hierarchy. The final set consisted of 4 dimensions, 16 criteria, 47 markers, and 180 indicators.

Conclusion

We developed a comprehensive general set of indicators that helps researchers, designers, and developers of health information systems to evaluate different dimensions of these systems. This set can also be used to improve the design of relevant systems.

背景:有几种评估方法可用于确定医疗信息系统的优缺点及其对实现组织目标的贡献。尽管存在许多评估框架,但并没有一套全面的指标来评估信息系统的不同方面。本研究旨在制定一套用于评估医疗信息系统的指标:本研究分三个阶段进行。首先,在对 PubMed、Web of Science、Scopus 和 Embase 数据库进行文献综述的基础上,提取了使用卫生信息系统评价方法的研究。其次,与科学专家和执行专家连续召开焦点小组会议,讨论从研究中提取的评价指标清单。在这些会议上,专家们就指标的包含、删除、添加、合并和分组达成了一致意见。第三,使用分析网络过程(ANP)方法对指标进行加权,最终确定了评价指标集:通过对 177 篇相关文章的审查,提取了 360 个指标。在焦点小组会议上,剔除了 171 个重叠和重复的指标,并根据专家建议在模型中增加了 61 个指标。剩余的 250 个指标被分为四级。最终的指标集包括 4 个维度、16 个标准、47 个标记和 182 个指标:我们开发了一套全面的通用指标,可帮助医疗信息系统的研究人员、设计人员和开发人员对这些系统的不同维度进行评估。这套指标还可用于改进相关系统的设计。
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引用次数: 0
Novel data visualization method to measure alert efficiency in computerized physician order entry (CPOE) system 测量计算机化医嘱输入系统(CPOE)中警报效率的新型数据可视化方法
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100852
Shuo-Chen Chien , Chia-Hui Chien , Chun-You Chen , Yen-Po (Harvey) Chin , Po-Han Chien , Chun-Kung Hsu , Hsuan-Chia Yang , Yu-Chuan (Jack) Li

Objectives

To introduce a novel visualization technique for evaluating the efficacy of clinical decision support system (CDSS) alerts as perceived by physicians and to differentiate between various alert categories for optimization.

Methods

We developed a visualization method, which segments into four distinct zones: Appropriate (+/+), Over-frequent yet Effective (−/+), Potentially Problematic (−/−), and Less Effective but Acceptably Frequent (+/−). Alerts from a 908-bed academic medical center in Northern Taiwan were collected over two years and classified using this technique, along with three perspectives: Safety, Completeness, and Response.

Results

We collected the viewpoints of 72 clinical physicians on the system's top 20 most frequent alerts. The proposed visualization technique offers a user-centric, adaptable method for assessing CDSS alerts. Roughly five alerts were categorized as Potentially Problematic, whereas another five were deemed Appropriate. Intriguingly, certain alerts, while not beneficial for patient safety, were found to assist physicians in completing clinical workflows.

Conclusions

This approach, emphasizing visual clarity and adaptability, diverges from traditional methods that lean heavily on expert opinions or statistics. It paves the way for diverse assessment perspectives, furnishing healthcare institutions with a valuable tool to improve CDSS alert systems, ensuring a harmonious balance between user efficiency and patient safety.

目的介绍一种新颖的可视化技术,用于评估医生感知到的临床决策支持系统(CDSS)警报的有效性,并区分各种警报类别以进行优化:我们开发了一种可视化方法,将警报划分为四个不同的区域:适当(+/+)、过于频繁但有效(-/+)、有潜在问题(-/-)和不太有效但可接受的频率(+/-)。在两年的时间里,我们收集了台湾北部一家拥有 908 张病床的学术医疗中心的警报,并使用这种技术和三个视角对警报进行了分类:结果我们收集了 72 位临床医师对系统中最常见的前 20 个警报的看法。所提出的可视化技术为评估 CDSS 警报提供了一种以用户为中心、适应性强的方法。大约有五个警报被归类为潜在问题,而另外五个被认为是适当的。耐人寻味的是,某些警报虽然不利于患者安全,但却有助于医生完成临床工作流程。它为不同的评估视角铺平了道路,为医疗机构改进 CDSS 警报系统提供了宝贵的工具,确保了用户效率和患者安全之间的和谐平衡。
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引用次数: 0
Acute care disruptions due to information technology failures in the Netherlands from 2000 to 2020 2000 年至 2020 年荷兰因信息技术故障造成的急症护理中断情况
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100840
Liselotte S. van Boven , Renske W.J. Kusters , Vincent W. Klokman , Christian Dameff , Dennis G. Barten

Background and aim

Healthcare organizations are becoming increasingly dependent on Information technology (IT) for the provision of routine services. IT failures within hospital systems can impact acute patient care, including emergency department (ED) closure operating room (OR) stops.. The aim of this study is to gain insight into the impact of hospital IT failures in the Netherlands on acute care delivery and to provide recommendations for improved IT failure preparedness and hospital resilience during such an event.

Methods

This is a systematic scoping review of major acute care disruptions in Dutch hospitals between 2000 and 2020. Incidence of etiology, duration, ED diversion, and closure of multiple locations was evaluated. IT failures were included when associated with the closure of hospital departments and/or evacuations.

Results

Thirty-nine IT failures resulting in acute care disruption were identified. The majority occurred between 2010 and 2020 (n = 37, 95 %). Of the 39 events, 33 (85 %) were primary IT failures and were mainly caused by computer network and/or hospital software failure. Secondary events predominantly resulted from power failure. Most events (n = 36, 92 %) were resolved within minutes to hours. All events were associated with an ED closure, 27 (69 %) with an operating room (OR) stop and two (5 %) with external hospital evacuation of one or more patients. Furthermore, 17 incidents (44 %) involved multiple hospital locations, and seven (41 %) of these involved closure of multiple locations with an ED.

Conclusion

The impact of IT failures on acute care disruptions in the Netherlands has considerably increased since 2010. This stresses the urge to improve IT security and business continuity in today's hospitals.

背景和目的:医疗机构越来越依赖信息技术(IT)来提供日常服务。医院系统内的信息技术故障会影响急症患者的护理,包括急诊室(ED)关闭、手术室(OR)停止等。本研究旨在深入了解荷兰医院信息技术故障对急症护理服务的影响,并就如何提高信息技术故障的防范能力和医院在此类事件中的应变能力提出建议:本研究对 2000 年至 2020 年期间荷兰医院发生的重大急症护理中断事件进行了系统性的范围界定研究。对病因、持续时间、急诊室分流和多个地点关闭的发生率进行了评估。如果信息技术故障与医院科室关闭和/或疏散有关,则将其包括在内:结果:共发现 39 起导致急症护理中断的 IT 故障。大部分发生在 2010 年至 2020 年之间(37 例,95%)。在这 39 起事件中,33 起(85%)为一级 IT 故障,主要由计算机网络和/或医院软件故障引起。次生事件主要由电源故障引起。大多数事件(36 起,92%)在数分钟至数小时内得到解决。所有事件都与急诊室关闭有关,27 起(69%)与手术室停止有关,2 起(5%)与一名或多名病人从医院外部撤离有关。此外,有 17 起事件(44%)涉及多个医院地点,其中有 7 起(41%)涉及关闭多个设有急诊室的地点:自 2010 年以来,信息技术故障对荷兰急症护理中断的影响显著增加。公众利益摘要:随着医疗保健行业日益数字化,技术故障可能会对医院和患者护理的连续性产生重大影响。目前的研究发现,2000 年至 2020 年期间,荷兰医院的信息技术(IT)故障与急诊护理中断的关系日益密切。信息技术故障主要由软件或硬件故障或停电造成。预防措施和应急计划可减轻影响,确保改善业务和病人护理的连续性。
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引用次数: 0
Challenges and opportunities in establishing a regional biobank center in a developing country: A case from the Philippines 在发展中国家建立地区生物库中心的挑战与机遇:菲律宾案例
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2023.100822
Gerard G. Dumancas , Khalil Frederik K. Smith , Adrienne Marrie Bugayong-Janagap , Pia Regina Fatima C. Zamora , Victor Marco Emmanuel N. Ferriols , Aretha G. Liwag , Joselito F. Villaruz , Ma. Luz Vicenta V. Guanzon , Hans Francis D. Ferraris , Terry Rodney Jr , Romulo de Castro

Biobanking has paved the way for significant biomedical advancements which could be very advantageous for a developing nation like the Philippines. Current challenges faced by the existing biobank in the country suggest the need for satellite biobanks. The main objective of this manuscript was to summarize various important factors to consider in the establishment of a regional biobank in a developing country. The paper also identified the various challenges to the sustainability of the biobank and highlighted potential solutions and opportunities that could address these concerns.

Western Visayas, Philippines is a viable site for a regional biobank due to its location, health situation, availability of human resources, and existing research infrastructures. The main obstacles to the establishment of this biobank are the participation of the public, the involvement of physicians and academic scientists, operational issues, and stable financial support. The success and sustainability of the regional biobank depend on multisectoral collaboration. Western Visayas institutions must increase their research collaborations and must form public-private partnerships to advance science, and maximize the benefits of a regional biobank. In general, a successful regional biobank should consider a framework focused on financial, operational, and social dimensions.

Public interest summary: Health research in developing countries may benefit from the establishment of human biobanks. Although biobanking studies in these developing nations have grown significantly over the last decade, challenges still exist that impede progress toward edifying it. Important factors like resources, acceptability, demand, implementation, and practicality should be considered in the establishment of a regional biobank in a developing country. Although implementation and practicality aspects appear to be viable, serious challenges encompassing human and capital resources, as well as social, legal, and ethical issues must be taken into consideration.

生物银行为生物医学的重大进步铺平了道路,这对菲律宾这样的发展中国家非常有利。菲律宾现有生物库目前面临的挑战表明,有必要建立卫星生物库。本手稿的主要目的是总结在发展中国家建立地区生物库时需要考虑的各种重要因素。菲律宾西米沙鄢群岛因其地理位置、卫生状况、人力资源的可用性以及现有的研究基础设施而成为建立地区生物库的可行地点。建立该生物库的主要障碍是公众的参与、医生和学术科学家的参与、运作问题以及稳定的财政支持。地区生物库的成功和可持续性取决于多部门合作。西米沙鄢地区的机构必须加强研究合作,必须建立公私合作伙伴关系,以推动科学发展,最大限度地发挥地区生物库的效益。一般来说,一个成功的地区生物库应考虑建立一个以财务、运营和社会层面为重点的框架。公益摘要:发展中国家的健康研究可能会受益于人类生物库的建立。尽管在过去十年中,这些发展中国家的生物库研究有了显著增长,但仍存在一些挑战,阻碍了生物库的发展。在发展中国家建立地区生物库应考虑资源、可接受性、需求、实施和实用性等重要因素。尽管实施和实用性方面似乎是可行的,但必须考虑到包括人力和资本资源在内的严峻挑战,以及社会、法律和伦理问题。
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引用次数: 0
Provider perspectives on healthcare provision via telemedicine to persons with HIV living in an urban community 医疗服务提供者对通过远程医疗为城市社区艾滋病毒感染者提供医疗服务的看法
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100853
Reetu Grewal , Ross Jones , Fern Webb , Selena Webster-Bass , Jessica Peters , Carmen Smotherman , Deborah Gelaude

Objectives

Engaging in HIV care is key to maintaining successful health outcomes for persons with HIV (PWH). Barriers to care affect engagement and can include access to transportation. Telemedicine has been used to overcome geographical barriers in rural settings, and PWH in urban areas without public transportation can also benefit from this strategy. The aim of this research is to explore the attitudes of providers in one health system about telemedicine after receiving training.

Methods

From 2018–2020, a convenience sample of 112 providers at University of Florida Health in Jacksonville, FL were offered telemedicine training consisting of didactic, hands-on, and in-person support. Provider attitudes were assessed in pre- and post-training surveys, focus groups, and after telemedicine visits. Descriptive statistics and paired t-tests were used to analyze pre- and post-training surveys.

Results

Readiness and willingness to conduct telemedicine with PWH after training significantly increased among providers (n = 73). Providers reported increased readiness to conduct telemedicine visits (p < 0.0001), increased ability to communicate during telemedicine visits (p < 0.001), and increased confidence in troubleshooting technology issues (p < 0.0001). Of the 29 providers completing surveys after conducting telemedicine visits with PWH, 93 % reported that it was easy to access and use. Providers did report a sense of decreased patient-provider interaction via telemedicine.

Conclusion

Future research should further explore provider experiences with telemedicine training and delivery to improve telemedicine training and to identify best practices and strategies/activities that promote remote efficient patient-provider interaction.

Public interest summary

The use of telemedicine has increased in all areas of health care, especially since the COVID-19 pandemic. Training providers to successfully care for patients in remote settings is essential, especially as technology platforms and capabilities evolve or become more complex. Telemedicine trainings help providers increase capacity to conduct telemedicine visits. Trainings standardize visit protocols, control provider and patient expectations, identify how to incorporate remote visits into routine clinic flows, provide tools for increasing provider competency to interact with patients and use technology features, and increase understanding of types of ongoing support providers require, such as administrative. This paper describes the attitudes of providers from University of Florida Health in Jacksonville, FL receiving training to deliver telemedicine to persons with HIV residing in an urban setting.

参与 HIV 护理是维持 HIV 感染者(PWH)成功健康结果的关键。接受护理的障碍会影响参与度,其中包括交通问题。远程医疗已被用于克服农村地区的地理障碍,而没有公共交通的城市地区的艾滋病感染者也可以从这一策略中受益。本研究旨在探讨一个医疗系统的医疗服务提供者在接受培训后对远程医疗的态度。2018-2020 年间,佛罗里达州杰克逊维尔市佛罗里达大学健康中心的 112 名医疗服务提供者接受了远程医疗培训,培训内容包括授课、实践和现场支持。通过培训前后调查、焦点小组以及远程医疗访问后,对医疗服务提供者的态度进行了评估。使用描述性统计和配对 t 检验来分析培训前后的调查。经过培训后,医疗服务提供者(人数=73)对威利什病患者进行远程医疗的准备程度和意愿明显提高。医疗服务提供者报告说,他们进行远程医疗访问的准备程度提高了(<.0001),在远程医疗访问期间进行沟通的能力提高了(<.001),解决技术问题的信心提高了(<.0001)。在对威利恩医院进行远程医疗访问后完成调查的 29 位医疗服务提供者中,93% 表示访问和使用都很方便。医疗服务提供者确实表示通过远程医疗减少了病人与医疗服务提供者之间的互动。未来的研究应进一步探讨医疗服务提供者在远程医疗培训和实施方面的经验,以改进远程医疗培训,并确定促进远程高效医患互动的最佳实践和策略/活动。
{"title":"Provider perspectives on healthcare provision via telemedicine to persons with HIV living in an urban community","authors":"Reetu Grewal ,&nbsp;Ross Jones ,&nbsp;Fern Webb ,&nbsp;Selena Webster-Bass ,&nbsp;Jessica Peters ,&nbsp;Carmen Smotherman ,&nbsp;Deborah Gelaude","doi":"10.1016/j.hlpt.2024.100853","DOIUrl":"10.1016/j.hlpt.2024.100853","url":null,"abstract":"<div><h3>Objectives</h3><p>Engaging in HIV care is key to maintaining successful health outcomes for persons with HIV (PWH). Barriers to care affect engagement and can include access to transportation. Telemedicine has been used to overcome geographical barriers in rural settings, and PWH in urban areas without public transportation can also benefit from this strategy. The aim of this research is to explore the attitudes of providers in one health system about telemedicine after receiving training.</p></div><div><h3>Methods</h3><p>From 2018–2020, a convenience sample of 112 providers at University of Florida Health in Jacksonville, FL were offered telemedicine training consisting of didactic, hands-on, and in-person support. Provider attitudes were assessed in pre- and post-training surveys, focus groups, and after telemedicine visits. Descriptive statistics and paired <em>t</em>-tests were used to analyze pre- and post-training surveys.</p></div><div><h3>Results</h3><p>Readiness and willingness to conduct telemedicine with PWH after training significantly increased among providers (<em>n</em> = 73). Providers reported increased readiness to conduct telemedicine visits (<em>p</em> &lt; 0.0001), increased ability to communicate during telemedicine visits (<em>p</em> &lt; 0.001), and increased confidence in troubleshooting technology issues (<em>p</em> &lt; 0.0001). Of the 29 providers completing surveys after conducting telemedicine visits with PWH, 93 % reported that it was easy to access and use. Providers did report a sense of decreased patient-provider interaction via telemedicine.</p></div><div><h3>Conclusion</h3><p>Future research should further explore provider experiences with telemedicine training and delivery to improve telemedicine training and to identify best practices and strategies/activities that promote remote efficient patient-provider interaction.</p></div><div><h3>Public interest summary</h3><p>The use of telemedicine has increased in all areas of health care, especially since the COVID-19 pandemic. Training providers to successfully care for patients in remote settings is essential, especially as technology platforms and capabilities evolve or become more complex. Telemedicine trainings help providers increase capacity to conduct telemedicine visits. Trainings standardize visit protocols, control provider and patient expectations, identify how to incorporate remote visits into routine clinic flows, provide tools for increasing provider competency to interact with patients and use technology features, and increase understanding of types of ongoing support providers require, such as administrative. This paper describes the attitudes of providers from University of Florida Health in Jacksonville, FL receiving training to deliver telemedicine to persons with HIV residing in an urban setting.</p></div>","PeriodicalId":48672,"journal":{"name":"Health Policy and Technology","volume":"13 2","pages":"Article 100853"},"PeriodicalIF":6.0,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139919407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The relationship between treatment burden and the use of telehealth technologies among patients with chronic conditions: A scoping review 慢性病患者的治疗负担与远程医疗技术使用之间的关系:范围综述
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100855
Farah Tahsin , Tamara Bahr , James Shaw , Aviv Shachak , Carolyn Steele Gray

Background

Patients managing chronic conditions often face significant treatment burdens due to the long-term nature of their care. Treatment burden refers to the workload associated with the self-management of chronic conditions. While telehealth is commonly used to support these patients, there is a growing concern about its impact on marginalized patient populations. Specifically, we lack a comprehensive overview on how and what types of telehealth can increase or minimize the perceived treatment burden among this patient population.

Objective

To synthesize evidence on the relationship between treatment burden and telehealth among patients with chronic conditions and their caregivers.

Methods

We used Arksey and O'Malley's five-step scoping review framework to identify relevant literature that was published from January 2004 to May 2023.

Results

Fifty-four studies were included in the review. We identified various ways telehealth increases or minimizes patients’ treatment burden. Some of the patient-reported benefits of telehealth regarding treatment burden were reducing time and cost associated with travel to the clinics. Conversely, some burdens associated with telehealth were making sense of the large volume of complex data generated by health technologies, and the extra work required to set up and learn about new technology.

Conclusion

Review findings emphasize the importance of considering the concept of treatment burden while introducing telehealth-based interventions to support patients and their caregivers with chronic conditions. Future research needs to identify how to minimize the treatment burden associated with telehealth while implementing new telehealth interventions.

背景慢性病患者由于需要长期护理,往往面临着巨大的治疗负担。治疗负担是指与慢性病自我管理相关的工作量。虽然远程医疗通常用于支持这些患者,但人们越来越关注其对边缘化患者群体的影响。具体来说,我们缺乏关于远程医疗如何以及何种类型的远程医疗可以增加或最小化这类患者群体的治疗负担的全面概述。方法我们使用 Arksey 和 O'Malley 的五步范围综述框架来识别 2004 年 1 月至 2023 年 5 月期间发表的相关文献。我们确定了远程医疗增加或减轻患者治疗负担的各种方式。患者报告的远程医疗在治疗负担方面的一些好处是减少了前往诊所的时间和费用。相反,与远程保健相关的一些负担是如何理解健康技术产生的大量复杂数据,以及设置和学习新技术所需的额外工作。未来的研究需要确定如何在实施新的远程保健干预措施时最大限度地减少与远程保健相关的治疗负担。
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引用次数: 0
The social media Infodemic of health-related misinformation and technical solutions 社交媒体上与健康有关的错误信息和技术解决方案。
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100846
Flinta Rodrigues , Richard Newell , Giridhara Rathnaiah Babu , Tulika Chatterjee , Nimrat Kaur Sandhu , Latika Gupta

This paper discusses the role of social media algorithms in the spread of misinformation during the COVID-19 pandemic. It aims to propose solutions to combat misinformation and promote accurate, evidence-based public health information.

本文讨论了 COVID-19 大流行期间社交媒体算法在错误信息传播中的作用。本文旨在提出应对错误信息的解决方案,并推广准确的、以证据为基础的公共卫生信息。
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引用次数: 0
Perspectives and use of telemedicine by doctors in India: A cross-sectional study 印度医生对远程医疗的看法和使用情况:横断面研究
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100845
Vikranth H. Nagaraja , Biswanath Ghosh Dastidar , Shailesh Suri , Anant R. Jani

Background

India has committed to formulating a roadmap for realising a resilient health system, with digital health being an important element. Following the successful implementation of a free telemedicine service, eSanjeevani, India published the Telemedicine Practice Guidelines in 2020 to scale telemedicine use in India. The current study aims to understand the perspective and use of telemedicine by medical doctors in India after the release of these guidelines.

Methods

Data were acquired through an anonymous, cross-sectional, internet-based survey of medical doctors (n = 444) at a pan-India level. Replies were subjected to statistical analysis.

Findings

Telemedicine was used for various non-mutually exclusive reasons, with the top two reasons being live audio or video consultations (60.4 %) and online payments (19.1 %), and smartphones were the most frequently used device type (60.6 %). Among various benefits of telemedicine, almost all respondents (93 %) recognised the potential for telemedicine to reduce COVID-19 infection risk for healthcare professionals. Interestingly, nearly 45 % of respondents felt that limited and fragmented insurance coverage was an important limitation to the practice of telemedicine in India, and 49 % believed reduced patient fees for teleconsultations could help incentivise telemedicine use.

Interpretation

This study helps to appraise the use of telemedicine in India after the publication of telemedicine guidelines in 2020. Furthermore, the findings can inform the development of telemedicine platforms, policies and incentives to improve the design and implementation of effective telemedicine in India.

Funding

No funding to report.

背景印度致力于制定实现弹性医疗系统的路线图,其中数字医疗是一个重要因素。在成功实施免费远程医疗服务 eSanjeevani 之后,印度于 2020 年发布了《远程医疗实践指南》,以扩大远程医疗在印度的使用。本研究旨在了解印度医生在这些指南发布后对远程医疗的看法和使用情况。研究方法通过对全印度医生(n = 444)进行匿名、横断面、基于互联网的调查获得数据。结果远程医疗被用于各种非相互排斥的原因,其中前两个原因是现场音频或视频咨询(60.4%)和在线支付(19.1%),智能手机是最常使用的设备类型(60.6%)。在远程医疗的各种好处中,几乎所有受访者(93%)都认为远程医疗有可能降低医护人员感染 COVID-19 的风险。有趣的是,近 45% 的受访者认为,有限且分散的保险覆盖范围是印度远程医疗实践的一个重要限制因素,49% 的受访者认为,降低远程会诊的患者费用有助于激励远程医疗的使用。此外,研究结果还可为远程医疗平台、政策和激励措施的开发提供参考,从而改进印度有效远程医疗的设计和实施。
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引用次数: 0
The Heterogeneous Influences of Online Health Information Seeking on Aspirin Use for Cardiovascular Disease Prevention 在线健康信息搜索对使用阿司匹林预防心血管疾病的不同影响
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100842
Jingrong Zhu , Yunfeng Shi , Yi Cui , Wei Yan

Background

The internet has become an important source of health information for the general population. Previous research has shown that online health information seeking is associated with medication adherence. However, the direction of this relationship is still a matter of dispute. Even less is known about the factors that moderate such a relationship.

Objective

To investigate the heterogeneous influences of online health information seeking on the use of aspirin in CVD prevention and the possible moderating factors among the applicable adult population in the U.S from 2016 to 2018.

Methods

Respondents aged 40 or older, based on guidelines for aspirin use, were sampled from the 2016 to 2018 National Health Interview Survey. Linear probability models were used to test the association between patients’ aspirin use behaviors and the variables of interest in four separate sub-populations.

Results

Aspirin use for CVD prevention was associated with online health information seeking in different ways. When patients received doctors’ advice to use aspirin, online information seeking has a negative influence on aspirin use, depending on whether the individual has CVD risk factors. However, for patients without recommendations from providers, the effects of online information seeking on self-initiated aspirin use depend on the different types of prevention (i.e., primary vs. secondary) and CVD risk factors.

Conclusions

Online health information might lead to both overuse and underuse of aspirin in CVD prevention. Online information seeking interacts with other information sources affecting consumers' decision making. Key consumer characteristics and risk factors may also moderate such a relationship.

背景互联网已成为大众获取健康信息的重要来源。以往的研究表明,在线健康信息搜索与坚持用药有关。然而,这种关系的方向仍存在争议。目标研究 2016 年至 2018 年美国适用成年人群中,在线健康信息寻求对使用阿司匹林预防心血管疾病的异质性影响以及可能的调节因素。方法根据阿司匹林使用指南,从 2016 年至 2018 年全国健康访谈调查中抽取 40 岁或以上的受访者。采用线性概率模型在四个独立的亚人群中检验了患者阿司匹林使用行为与相关变量之间的关联。结果阿司匹林用于预防心血管疾病与在线健康信息搜索之间存在不同的关联。当患者接受医生建议使用阿司匹林时,在线信息搜索对阿司匹林的使用有负面影响,这取决于个人是否有心血管疾病风险因素。然而,对于没有医疗服务提供者建议的患者来说,在线信息搜索对自行使用阿司匹林的影响取决于不同的预防类型(即一级预防与二级预防)和心血管疾病风险因素:结论:在线健康信息可能会导致阿司匹林在心血管疾病预防中的过度使用或使用不足。在线信息搜索与影响消费者决策的其他信息来源相互作用。消费者的主要特征和风险因素也可能会缓和这种关系。
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引用次数: 0
Applying artificial intelligence to clinical decision support in mental health: What have we learned? 将人工智能应用于精神卫生临床决策支持:我们学到了什么?
IF 6 3区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2024-06-01 DOI: 10.1016/j.hlpt.2024.100844
Grace Golden , Christina Popescu , Sonia Israel , Kelly Perlman , Caitrin Armstrong , Robert Fratila , Myriam Tanguay-Sela , David Benrimoh

Clinical decision support systems (CDSS) augmented with artificial intelligence (AI) models are emerging as potentially valuable tools in healthcare. Despite their promise, the development and implementation of these systems typically encounter several barriers, hindering the potential for widespread adoption. Here we present a case study of a recently developed AI-CDSS, Aifred Health, aimed at supporting the selection and management of treatment in major depressive disorder. We consider both the principles espoused during development and testing of this AI-CDSS, as well as the practical solutions developed to facilitate implementation. We also propose recommendations to consider throughout the building, validation, training, and implementation process of an AI-CDSS. These recommendations include: identifying the key problem, selecting the type of machine learning approach based on this problem, determining the type of data required, determining the format required for a CDSS to provide clinical utility, gathering physician and patient feedback, and validating the tool across multiple settings. Finally, we explore the potential benefits of widespread adoption of these systems, while balancing these against implementation challenges such as ensuring systems do not disrupt the clinical workflow, and designing systems in a manner that engenders trust on the part of end users.

使用人工智能(AI)模型增强的临床决策支持系统(CDSS)正在成为医疗保健领域具有潜在价值的工具。尽管这些系统前景广阔,但在开发和实施过程中通常会遇到一些障碍,阻碍了其被广泛采用的可能性。在此,我们将对最近开发的人工智能 CDSS Aifred Health 进行案例研究,该系统旨在为重度抑郁障碍的治疗选择和管理提供支持。我们既考虑了该人工智能 CDSS 在开发和测试过程中秉持的原则,也考虑了为促进实施而开发的实用解决方案。我们还提出了一些建议,供在构建、验证、培训和实施 AI-CDSS 的整个过程中参考。这些建议包括:确定关键问题,根据该问题选择机器学习方法的类型,确定所需数据的类型,确定 CDSS 提供临床实用性所需的格式,收集医生和患者的反馈,以及在多种环境下验证该工具。最后,我们探讨了广泛采用这些系统的潜在益处,同时将这些益处与实施过程中遇到的挑战进行了平衡,例如确保系统不会扰乱临床工作流程,以及系统的设计方式能够赢得最终用户的信任。
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Health Policy and Technology
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