现实世界的数据挑战:调整数据隐私合规性和适合目的可用性的指导
Dena H Jaffe1, Bradley A Malin2, Rachele M Hendricks-Sturrup3
1Oracle Health, Petah Tikva 4951448, Israel.
Health affairs scholar
|December 1, 2025
概括
从电子健康记录 (EHR) 中处理符合隐私的真实世界数据 (RWD) 需要仔细的去识别. 这些方法的透明文档确保了数据的可靠性,并支持了知情的医疗保健决策.
科学领域:
- 医疗信息学 医疗信息学
- 数据科学数据科学数据科学
- 生物医学研究生物医学研究
背景情况:
- 现实世界数据 (RWD),特别是电子健康记录 (EHR) 的数据,在医疗保健中越来越多地被使用.
- 越来越多的RWD使用需要强大的数据隐私,实用性和透明度措施.
研究的目的:
- 检查处理符合隐私要求的EHR衍生RWD的复杂流程.
- 突出关键的非识别考虑和技术.
- 强调将策划与隐私法律保持一致,并记录消灭身份的方法.
主要方法:
- 对EHR衍生的RWD. 进行非识别技术的分析.
- 审查影响RWD策划的隐私法律和法规.
- 重点是对策划流程的全面文档.
主要成果:
- 关键的非识别考虑和技术对于符合隐私的RWD至关重要.
- 综合性文档应涵盖数据的使用,可访问性,可用性,准确性和细节性.
- 策划的透明度提高了数据的可靠性和研究人员的合规性.
结论:
- 为了确保数据的隐私和实用性,对EHR衍生的RWD进行透明的策划至关重要.
- 对去识别实践的详细文档支持监管合规性和强有力的证据生成.
- 在RWD治疗中提高透明度,促进了对医疗保健的信任和知情决策.
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