走向一个学习健康系统,在临终关怀中进行症状管理
Marieke Massa1, Marijke A Dermois1, Jennifer Caffarel1
1Department of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands.
Studies in health technology and informatics
|August 23, 2024
概括
改善宿舍护理质量需要重复使用现实世界症状监测数据. 本研究解决了在学习健康系统中创建全面数据集的挑战,重点关注电子健康记录系统的变化和护理流程.
科学领域:
- 医疗信息学 医疗信息学
- 息护理研究 息护理研究
- 在医疗保健中的数据科学.
背景情况:
- 现实世界症状监测数据对于提高宿舍护理质量至关重要.
- 学习健康系统框架促进数据重复使用以提高质量.
- 开发明确的数据集是医疗保健中有效重复使用数据的先决条件.
研究的目的:
- 识别和讨论设计临终关怀综合数据集的挑战.
- 探索电子健康记录系统影响数据集设计的变化.
- 分析不同护理流程对数据标准化的影响.
主要方法:
- 两种不同的电子健康记录系统的定性分析.
- 检查住院环境中的护理过程变化.
- 关于用于医疗数据再利用的数据集设计原则的文献综述.
主要成果:
- 电子健康记录系统之间存在显著差异,使数据聚合复杂化.
- 不同的临床工作流程和护理流程在症状监测数据中引入异质性.
- 缺乏标准化的数据元素阻碍了创建一个全面的,可重复使用的数据集.
结论:
- 解决电子健康记录系统和护理过程变化对于开发强大的宿舍数据集至关重要.
- 需要进行标准化努力,以使症状监测数据的有效重复使用成为可能.
- 克服这些挑战对于在宿舍护理中推进学习健康系统至关重要.
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