在中国EMR系统中分析医疗记录首页质量
Dandan Ge1, Yong Xia2, Zhonghua Zhang1
1Department of Medical Record Management, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, China.
BMC medical informatics and decision making
|March 11, 2025
概括
医疗记录主页数据质量问题在电子系统升级后仍然存在. 不准确的患者人口统计,手术和诊断数据是关键问题,需要改进编码器认证和系统验证.
科学领域:
- 医疗信息学 医疗信息学
- 医疗记录管理 医疗记录管理
- 数据质量保证 数据质量保证
背景情况:
- 医疗记录主页是患者信息的关键摘要.
- 电子医疗记录系统的升级可能会影响数据质量.
- 这项研究解决了医疗记录主页中的数据质量挑战.
研究的目的:
- 在电子医疗记录系统升级后,调查医疗记录主页中的数据质量问题.
- 确定影响数据质量的因素.
- 提出可行的解决方案,以改善数据质量.
主要方法:
- 追溯分析来自中国三级医院的2,731个医疗记录主页 (2021年).
- 动量结构的利用分析 (AMOS) 用于结构方程建模.
- 采用鱼骨图分析来确定质量缺陷的根本原因.
主要成果:
- 超过一半 (56.1%) 的检查记录有质量问题.
- 患者人口统计信息对数据质量产生了最大的负面影响 (β = -0.729).
- 手术 (β = -0.606) 和诊断 (β = -0.363) 信息也显著影响了质量.
结论:
- 不准确的人口统计,手术和诊断数据是导致医疗记录质量不佳的主要原因.
- 建议包括建立编码器认证,加强医疗信息化,并实施数据验证/提示函数.
- 这些措施旨在大幅提高数据质量标准.
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