坚持数字妊娠护理 - - 从SMART启动可行性研究中吸取的经验教训
Katharina M Jaeger1, Michael Nissen2, Heike Leutheuser3
1Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany. katharina.jaeger@fau.de.
NPJ digital medicine
|August 30, 2025
概括
怀孕者表示愿意使用SMART Start框架进行家庭数字产前护理. 这表明在数字卫生技术中需要适应性调度和以患者为中心的反.
科学领域:
- 数字健康
- 母亲健康
- 医疗技术的采用
背景情况:
- 世界卫生组织主张在产前护理中使用数字健康.
- 即使在高收入国家, 数字产前护理的实际实施也很有限.
- 现有的模拟系统在整合新的数字解决方案方面存在挑战.
研究的目的:
- 评估从SMART Start数字怀孕护理框架中学到的坚持和临床/技术教训.
- 评估孕妇在家进行多模式自我监测的可行性.
- 确定影响数字产前护理技术的因素.
主要方法:
- 这项前性研究涉及德国528名孕妇,使用SMART Start框架.
- 参与者使用手机应用程序进行问卷,记录和内容,以及自我检查套件.
- 其中包括标准测量 (体重,血压,尿液分析) 和新型传感器 (智能手表,睡眠分析仪).
主要成果:
- 49%的参与者参与了至少一个数字包;最初每周体重跟踪的遵守率达到67%.
- 血压 (20%) 和尿液分析 (28%) 的遵守率较低但稳定;问卷填写情况有所不同.
- 31%的人在注册时不再参与; 虽然整体保留率在各组之间相似,但对特定自我监测的参与有所不同.
结论:
- 孕妇可以在家进行自我监测,但持续的参与需要适应性安排和以患者为中心的反.
- SMART Start框架展示了数据驱动,个性化的怀孕护理的潜力.
- 未来的数字健康研究必须优先考虑适应性设计,患者反和跨学科合作,以确保成功实施.
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