Suppr超能文献

糖尿病与电子健康记录的直接二次利用:利用常规收集和存储的数据推动研究与认知。

Diabetes and the direct secondary use of electronic health records: Using routinely collected and stored data to drive research and understanding.

作者信息

Robbins Tim, Lim Choi Keung Sarah N, Sankar Sailesh, Randeva Harpal, Arvanitis Theodoros N

机构信息

Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK.

University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK.

出版信息

Digit Health. 2018 Oct 8;4:2055207618804650. doi: 10.1177/2055207618804650. eCollection 2018 Jan-Dec.

Abstract

INTRODUCTION

Electronic health records provide an unparalleled opportunity for the use of patient data that is routinely collected and stored, in order to drive research and develop an epidemiological understanding of disease. Diabetes, in particular, stands to benefit, being a data-rich, chronic-disease state. This article aims to provide an understanding of the extent to which the healthcare sector is using routinely collected and stored data to inform research and epidemiological understanding of diabetes mellitus.

METHODS

Narrative literature review of articles, published in both the medical- and engineering-based informatics literature.

RESULTS

There has been a significant increase in the number of papers published, which utilise electronic health records as a direct data source for diabetes research. These articles consider a diverse range of research questions. Internationally, the secondary use of electronic health records, as a research tool, is most prominent in the USA. The barriers most commonly described in research studies include missing values and misclassification, alongside challenges of establishing the generalisability of results.

DISCUSSION

Electronic health record research is an important and expanding area of healthcare research. Much of the research output remains in the form of conference abstracts and proceedings, rather than journal articles. There is enormous opportunity within the United Kingdom to develop these research methodologies, due to national patient identifiers. Such a healthcare context may enable UK researchers to overcome many of the barriers encountered elsewhere and thus to truly unlock the potential of electronic health records.

摘要

引言

电子健康记录为利用常规收集和存储的患者数据提供了前所未有的机会,以推动研究并形成对疾病的流行病学认识。尤其是糖尿病,作为一种数据丰富的慢性病状态,有望从中受益。本文旨在了解医疗保健部门在多大程度上利用常规收集和存储的数据来为糖尿病的研究和流行病学认识提供信息。

方法

对发表在医学和工程信息学文献中的文章进行叙述性文献综述。

结果

利用电子健康记录作为糖尿病研究直接数据源的已发表论文数量显著增加。这些文章考虑了各种各样的研究问题。在国际上,电子健康记录作为一种研究工具的二次使用在美国最为突出。研究中最常提到的障碍包括缺失值和错误分类,以及确定结果可推广性的挑战。

讨论

电子健康记录研究是医疗保健研究中一个重要且不断扩展的领域。许多研究成果仍以会议摘要和会议记录的形式存在,而非期刊文章。由于国家患者标识符,英国在开发这些研究方法方面有巨大机会。这样的医疗环境可能使英国研究人员克服在其他地方遇到的许多障碍,从而真正释放电子健康记录的潜力。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验