评估CFIR 2.0在识别医疗保健中的数字双胞胎实施挑战:弥合工程和医疗保健社区之间的二分歧
Md Doulotuzzaman Xames1, Taylan G Topcu1, Sarah H Parker2
1Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA, United States.
Frontiers in digital health
|October 1, 2025
概括
数字双胞胎 (DT) 技术提供了医疗保健的好处,但面临着实施障碍. 实施研究的综合框架2.0 (CFIR 2.0) 有效地确定了组织挑战,但需要加强医疗保健DTs的技术和数据复杂性.
科学领域:
- 医疗保健系统工程 系统工程
- 实施科学 实施科学
- 数字双胞胎技术是数字双胞胎技术.
背景情况:
- 数字双胞胎 (DT) 技术承诺实时医疗监测和分析,而不会破坏临床工作流程.
- 医疗保健系统的社会技术复杂性对有效实施DT提出了重大挑战.
- 在工程和实施科学 (IS) 社区之间存在着关于DT实施挑战的差距.
研究的目的:
- 评估更新的实施研究综合框架 (CFIR 2.0) 在确定医疗保健中的DT实施挑战方面的有效性.
- 通过评估CFIR 2.0对DT实施的适用性来弥合IS和DT社区之间的知识差距.
主要方法:
- 在家庭医疗诊所实施DT的案例研究.
- 在CFIR 2.0.0的指导下,与四个主要利益相关者团体 (N=8) 进行半结构面试.
- 面试数据的专题编码和与现有的DT文献进行交叉分析.
主要成果:
- 在IS和DT社区之间存在很大的重叠,但仍然存在很大的差距.
- CFIR 2.0有效地确定了组织,财务和运营方面的挑战,包括许多在DT文献中被忽视的挑战.
- 在捕获关键技术和数据相关障碍,如建模,同步和传感器可靠性等方面,CFIR 2.0的效果较差.
结论:
- CFIR 2.0对于识别医疗保健中的组织和运营DT实施障碍是有价值的.
- CFIR 2.0需要增强,以解决医疗保健DTs固有的技术和数据复杂性.
- 跨学科的合作对于在医疗保健中成功采用DT至关重要,以提高系统效率和患者的结果.
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