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Data Quality Methods and Applications in Health Care System: A Systematic Literature Review

机译:数据质量方法及其在医疗保健系统中的应用:系统文献综述

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The use of data cataloging tools allows keeping different records of both qualitative and quantitative information. However, the large amount of data is not always synonymous with quality, in the medical field this argument becomes even more critical if it is considered the consequences that the lack of a systematic and rigorous process can have for patients. The analysis was conducted through a systematic review includes several general cases and practical methodologies of data quality analysis in the health context. The search for results was made using the keywords "data quality" and "health." The study considers publications made from 2014 to 2018, topic related to Business, Management and Accounting, exclusively in the case of the Tutto platform peer-review journals were chosen, English language of publication. Efficient use of information requires databases that can collect and order health information. However, this is the first step, data quality attempts to go further through the creation of qualitative or statistical control processes and indicators able to ascertain the lack of data or identify potential anomalies. The conducted analysis sets the stage for future quality implementation in the clinical pathway and patient management.
机译:数据分类工具的使用允许保留定性和定量信息的不同记录。但是,大量数据并不总是质量的代名词,在医学领域,如果考虑到缺乏系统和严格的流程可能给患者带来的后果,则这一论点变得更加关键。该分析是通过系统回顾进行的,包括健康状况下的几种一般情况和数据质量分析的实用方法。搜索结果是使用关键字“数据质量”和“健康”进行的。该研究考虑了2014年至2018年出版的,与商业,管理和会计相关的主题,仅在选择了Tutto平台同行评审期刊的情况下,使用英语出版。有效使用信息需要可以收集和订购健康信息的数据库。但是,这是第一步,数据质量试图通过建立定性或统计控制过程以及能够确定数据不足或识别潜在异常现象的指标来走得更远。进行的分析为将来在临床途径和患者管理中实施质量奠定了基础。

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