Building a dashboard to inform policy and clinical practice using the Irish epilepsy electronic patient record: Towards a learning health system

IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY
Epilepsia Open Pub Date : 2025-05-05 DOI:10.1002/epi4.70052
Ian A. J. Darragh, Laura Brady, Norman Delanty, Colin Doherty, David Lewis-Smith, Kathleen E. Bennett
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Abstract

Objectives

Ireland lags heavily in capacity and stakeholder interest for the development of learning health system tools. However, Ireland possesses a rich repository of electronic patient records for epilepsy patients stored at the National Epilepsy Centre at Beaumont Hospital. The objective of the current study was to develop a prototype dashboard from anonymized electronic records of Irish epilepsy patients to demonstrate the potential for the development of learning health systems in Ireland.

Methods

A cross-sectional extract of electronic patient records was extracted from the Irish National Epilepsy Centre. Extracted data were then used to construct a prototype clinical dashboard based on iterative feedback provided by relevant stakeholders. As proof-of-concept, a mock analysis was performed using the EpiData Dashboard to identify the number of women of childbearing age (16–45 years) who are currently prescribed sodium valproate.

Results

A prototype clinical dashboard called the EpiData Dashboard was produced with four distinct tabs (homepage, patient demographic information, patient diagnosis information and patient medication information) based on stakeholder feedback.

Significance

The EpiData Dashboard enables group-level analysis of information contained within epilepsy electronic patient records in a straightforward and accessible way. The development of the EpiData Dashboard demonstrates that the capacity to develop learning health system tools in Ireland can be informative for policy and epilepsy clinical care. This demonstration can drive stakeholder engagement to develop more enhanced and integrated tools to improve the capacity of epilepsy care.

Plain Language Summary

Electronic patient records are useful for storing and sharing patient data between clinicians and represent data repositories that can be leveraged to enhance healthcare policy and clinical care. Ireland lacks in leveraging electronic patient resources. The current study produced a prototype analysis tool using electronic patient records from a national epilepsy center. The efficacy of this prototype dashboard is exemplified through a demonstrative analysis that identifies females of childbearing age (16–45 years) currently taking sodium valproate. The results and reporting of the current study are useful as means to drive stakeholder engagement for developing more advanced systems to improve epilepsy care.

利用爱尔兰癫痫电子病历建立一个仪表板,为政策和临床实践提供信息:迈向学习型卫生系统。
目标:爱尔兰在能力和利益相关者对学习卫生系统工具发展的兴趣方面严重滞后。然而,爱尔兰拥有丰富的癫痫患者电子病历储存库,储存在博蒙特医院的国家癫痫中心。当前研究的目的是从爱尔兰癫痫患者的匿名电子记录中开发一个原型仪表板,以展示爱尔兰学习卫生系统发展的潜力。方法:从爱尔兰国家癫痫中心提取电子病历的横断面提取。然后,提取的数据用于构建基于相关利益相关者提供的迭代反馈的原型临床仪表板。作为概念验证,使用EpiData仪表板进行模拟分析,以确定目前处方丙戊酸钠的育龄妇女(16-45岁)的数量。结果:根据利益相关者的反馈,制作了一个名为EpiData dashboard的临床仪表板原型,它有四个不同的标签(主页、患者人口统计信息、患者诊断信息和患者用药信息)。意义:EpiData仪表板能够以直接和可访问的方式对癫痫电子患者记录中包含的信息进行组级分析。EpiData仪表板的开发表明,爱尔兰开发学习型卫生系统工具的能力可以为政策和癫痫临床护理提供信息。这一示范可推动利益攸关方参与开发更加强化和综合的工具,以提高癫痫护理的能力。简单的语言总结:电子患者记录对于在临床医生之间存储和共享患者数据非常有用,并且表示可用于增强医疗保健政策和临床护理的数据存储库。爱尔兰缺乏利用电子病人资源的能力。目前的研究利用国家癫痫中心的电子病历制作了一个原型分析工具。通过对正在服用丙戊酸钠的育龄女性(16-45岁)的示范性分析,验证了该仪表板原型的有效性。当前研究的结果和报告是推动利益攸关方参与开发更先进的系统以改善癫痫治疗的有用手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Epilepsia Open
Epilepsia Open Medicine-Neurology (clinical)
CiteScore
4.40
自引率
6.70%
发文量
104
审稿时长
8 weeks
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