医疗保健中的数据完整性:一项文献调查

IF 2.4 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
Caihua Liu, A. Talaei-Khoei, D. Zowghi, J. Daniel
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引用次数: 24

摘要

由于电子卫生保健的采用使访问和汇总医疗保健数据变得更加容易,因此在临床决策、卫生服务规划和利用临床护理中每天收集的数据进行公共卫生监测方面的应用越来越多。可靠的数据质量是上述任务的先决条件。有一个关于医疗保健数据质量的研究机构,然而,这一领域的数据完整性的清晰图景是缺失的。本研究旨在识别和分类当前与医疗保健数据完整性相关的研究主题。此外,本文提出的问题与数据完整性在审查的文献,并确定已采用的方法来解决这些问题。本研究回顾了2011年1月至2016年4月在信息与计算科学、生物医学工程、医学与健康科学等期刊上发表的24篇论文。本文揭示了三个主要的研究主题,包括设计和开发,评估和决定因素。总之,本文提高了我们对医疗记录数据完整性现状的理解,并指出了未来的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data Completeness in Healthcare: A Literature Survey
As the adoption of eHealth has made it easier to access and aggregate healthcare data, there has been growing application for clinical decisions, health services planning, and public health monitoring with daily collected data in clinical care. Reliable data quality is a precursor of the aforementioned tasks. There is a body of research on data quality in healthcare, however, a clear picture of data completeness in this field is missing. This research aims to identify and classify current research themes related to data completeness in healthcare. In addition, the paper presents problems with data completeness in the reviewed literature and identifies methods that have been adopted to address those problems. This study has reviewed 24 papers (January 2011–April 2016) published in information and computing sciences, biomedical engineering, and medicine and health sciences journals. The paper uncovers three main research themes, including design and development, evaluation, and determinants. In conclusion, this paper improves our understanding of the current state of the art of data completeness in healthcare records and indicates future research directions.
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来源期刊
CiteScore
4.10
自引率
33.30%
发文量
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