{"title":"评估电子病历集成数字技术对住院成人用药相关结果和健康公平的影响:范围审查。","authors":"Sreyon Murthi, Nataly Martini, Nazanin Falconer, Shane Scahill","doi":"10.1007/s10916-024-02097-5","DOIUrl":null,"url":null,"abstract":"<p><p>The purpose of this scoping review is to identify and evaluate studies that examine the effectiveness and implementation strategies of Electronic Health Record (EHR)-integrated digital technologies aimed at improving medication-related outcomes and promoting health equity among hospitalised adults. Using the Consolidated Framework for Implementation Research (CFIR), the implementation methods and outcomes of the studies were evaluated, as was the assessment of methodological quality and risk of bias. Searches through Medline, Embase, Web of Science, and CINAHL Plus yielded 23 relevant studies from 1,232 abstracts, spanning 11 countries and from 2008 to 2022, with varied research designs. Integrated digital tools such as alert systems, clinical decision support systems, predictive analytics, risk assessment, and real-time screening and surveillance within EHRs demonstrated potential in reducing medication errors, adverse events, and inappropriate medication use, particularly in older patients. Challenges include alert fatigue, clinician acceptance, workflow integration, cost, data integrity, interoperability, and the potential for algorithmic bias, with a call for long-term and ongoing monitoring of patient safety and health equity outcomes. This review, guided by the CFIR framework, highlights the importance of designing health technology based on evidence and user-centred practices. Quality assessments identified eligibility and representativeness issues that affected the reliability and generalisability of the findings. This review also highlights a critical research gap on whether EHR-integrated digital tools can address or worsen health inequities among hospitalised patients. Recognising the growing role of Artificial Intelligence (AI) and Machine Learning (ML), this review calls for further research on its influence on medication management and health equity through integration of EHR and digital technology.</p>","PeriodicalId":16338,"journal":{"name":"Journal of Medical Systems","volume":"48 1","pages":"79"},"PeriodicalIF":3.5000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11341601/pdf/","citationCount":"0","resultStr":"{\"title\":\"Evaluating EHR-Integrated Digital Technologies for Medication-Related Outcomes and Health Equity in Hospitalised Adults: A Scoping Review.\",\"authors\":\"Sreyon Murthi, Nataly Martini, Nazanin Falconer, Shane Scahill\",\"doi\":\"10.1007/s10916-024-02097-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The purpose of this scoping review is to identify and evaluate studies that examine the effectiveness and implementation strategies of Electronic Health Record (EHR)-integrated digital technologies aimed at improving medication-related outcomes and promoting health equity among hospitalised adults. 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引用次数: 0
摘要
本范围综述旨在确定和评估有关研究,这些研究探讨了电子健康记录(EHR)集成数字技术的有效性和实施策略,旨在改善用药相关结果并促进住院成年人的健康公平。利用实施研究综合框架(CFIR)对研究的实施方法和结果进行了评估,并对方法学质量和偏倚风险进行了评估。通过对 Medline、Embase、Web of Science 和 CINAHL Plus 的检索,从 1,232 篇摘要中发现了 23 项相关研究,这些研究跨越 11 个国家,时间跨度从 2008 年到 2022 年,研究设计各不相同。电子病历中的警报系统、临床决策支持系统、预测分析、风险评估以及实时筛查和监控等综合数字工具在减少用药错误、不良事件和用药不当方面具有潜力,尤其是在老年患者中。所面临的挑战包括警报疲劳、临床医生的接受程度、工作流程整合、成本、数据完整性、互操作性以及算法偏差的可能性,并呼吁对患者安全和健康公平结果进行长期和持续的监控。本综述以 CFIR 框架为指导,强调了基于证据和以用户为中心的实践设计医疗技术的重要性。质量评估发现了影响研究结果可靠性和普遍性的资格和代表性问题。本综述还强调了一个重要的研究缺口,即电子病历集成数字工具是否能解决或恶化住院患者的健康不平等问题。鉴于人工智能(AI)和机器学习(ML)的作用越来越大,本综述呼吁进一步研究其通过整合电子病历和数字技术对药物管理和健康公平的影响。
Evaluating EHR-Integrated Digital Technologies for Medication-Related Outcomes and Health Equity in Hospitalised Adults: A Scoping Review.
The purpose of this scoping review is to identify and evaluate studies that examine the effectiveness and implementation strategies of Electronic Health Record (EHR)-integrated digital technologies aimed at improving medication-related outcomes and promoting health equity among hospitalised adults. Using the Consolidated Framework for Implementation Research (CFIR), the implementation methods and outcomes of the studies were evaluated, as was the assessment of methodological quality and risk of bias. Searches through Medline, Embase, Web of Science, and CINAHL Plus yielded 23 relevant studies from 1,232 abstracts, spanning 11 countries and from 2008 to 2022, with varied research designs. Integrated digital tools such as alert systems, clinical decision support systems, predictive analytics, risk assessment, and real-time screening and surveillance within EHRs demonstrated potential in reducing medication errors, adverse events, and inappropriate medication use, particularly in older patients. Challenges include alert fatigue, clinician acceptance, workflow integration, cost, data integrity, interoperability, and the potential for algorithmic bias, with a call for long-term and ongoing monitoring of patient safety and health equity outcomes. This review, guided by the CFIR framework, highlights the importance of designing health technology based on evidence and user-centred practices. Quality assessments identified eligibility and representativeness issues that affected the reliability and generalisability of the findings. This review also highlights a critical research gap on whether EHR-integrated digital tools can address or worsen health inequities among hospitalised patients. Recognising the growing role of Artificial Intelligence (AI) and Machine Learning (ML), this review calls for further research on its influence on medication management and health equity through integration of EHR and digital technology.
期刊介绍:
Journal of Medical Systems provides a forum for the presentation and discussion of the increasingly extensive applications of new systems techniques and methods in hospital clinic and physician''s office administration; pathology radiology and pharmaceutical delivery systems; medical records storage and retrieval; and ancillary patient-support systems. The journal publishes informative articles essays and studies across the entire scale of medical systems from large hospital programs to novel small-scale medical services. Education is an integral part of this amalgamation of sciences and selected articles are published in this area. Since existing medical systems are constantly being modified to fit particular circumstances and to solve specific problems the journal includes a special section devoted to status reports on current installations.