Usability research of regional health data for clinical efficacy analysis

Qi YE; Liang ZHAO; Tong RUAN; DongLei FENG; Ju GAO; Min LIU

doi:10.11959/j.issn.2096-0271.2018026

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Usability research of regional health data for clinical efficacy analysis

TOPIC：BIOMEDICAL BIG DATA | 更新时间：2024-06-03

- Usability research of regional health data for clinical efficacy analysis
- Big Data Research Vol. 4, Issue 3, Pages: 2018026(2018)
- 作者机构：
  
  1. 华东理工大学，上海 200237
  2. 万达信息股份有限公司，上海 200040
  3. 上海中医药大学附属曙光医院，上海 201203
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2018026
  CLC： TP391
- Online First：2018-05，
  
  Published：15 May 2018
- 稿件说明：
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Qi YE, Liang ZHAO, Tong RUAN, et al. Usability research of regional health data for clinical efficacy analysis[J]. Big Data Research, 2018, 4(3): 2018026.
DOI：

Qi YE, Liang ZHAO, Tong RUAN, et al. Usability research of regional health data for clinical efficacy analysis[J]. Big Data Research, 2018, 4(3): 2018026. DOI： 10.11959/j.issn.2096-0271.2018026.

摘要

区域卫生数据来源于不同的医院，经历多轮采集、转换、整合过程，数据可能存在各种质量问题。提出了一套“数据可用性”的评估流程，从临床科研需求出发，设计评估需求模板，采集评估需求，进而获得评估度量。通过面向心力衰竭疗效分析的需求实例，获得了与数据的完整性和一致性相关的10个度量指标，并对某省级区域平台的数据进行了可用性评估。结果发现，与临床科研相关的数据的完整性和一致性都仍有待提高。

Abstract

The regional electronic health records data are initially collected from several different hospitals and then undergo several rounds of data collection

transformation and integration

so there may exist a variety of quality problems.A new evaluation process for data usability was presented.The evaluation metrics were obtained by firstly gathering research requirements of clinicians

and then designing of requirement templates in the process.An example of obtaining evaluation metrics based on the requirement analysis with heart failure was also given.By using the process

ten metrics related to the data completeness and consistency were obtained and then the data of the provincial regional platform were evaluated for the usability.Finally

that the completeness and the consistency of data related to clinical research needs to be improved was shown.

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references

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