在学术中心满足临床招聘里程碑:以数据为导向的视觉方法
Anna E Burns1,2, John Tumberger1,2, Mariah Brewe1
1Division of Clinical Pharmacology, Toxicology and Therapeutic Innovation, Children's Mercy Kansas City, Kansas City, MO 64018, United States.
JAMIA open
|November 3, 2025
概括
一个新的视觉仪表板改善了在资源有限的环境中为临床试验招募患者的情况. 该工具提高了数据质量,并通过提供对招聘指标的实时见解来加快研究完成速度.
科学领域:
- 临床研究 临床研究
- 医疗信息学 医疗信息学
- 数据可视化 数据可视化
背景情况:
- 有效的患者招募对于临床试验的成功至关重要,尤其是在资源有限的环境中.
- 传统的招聘方法往往缺乏实时数据和可操作的见解,导致延迟.
- 视觉仪表板为加强对试验招聘的监控和管理提供了潜在的解决方案.
研究的目的:
- 开发和评估一个可视化仪表板,以便在临床试验中有效地招募患者.
- 在资源有限的环境中,评估仪表板对关键招聘指标的影响.
- 展示实时数据可视化的实用性,以改善临床试验运行.
主要方法:
- 使用Power BI开发实时视觉仪表板,通过R程序集成REDCap的数据.
- 使用REDCap API实现自动化每日数据检索.
- 进行中断时间序列分析,以评估仪表板对招聘指标的影响.
主要成果:
- 仪表板提供了参与者进度和招聘趋势的交互可视化.
- 间断时间序列分析表明,在实施后,查率有所改善.
- 观察到研究完成的平均时间显著减少了19天.
结论:
- 开发的视觉仪表板为招聘数据提供了全面的实时视图.
- 来自可定制指标的可操作见解可以识别问题并提高研究的及时性.
- 仪表板是数据驱动改进的宝贵工具,促进了跨不同预算的临床试验及时完成.
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