创伤生态瞬间评估研究 FAIR:设计考虑和数据程序的审查
Bryce Hruska1, Marilyn L Piccirillo2, Lonneke I M Lenferink3
1Department of Public Health, Syracuse University, Syracuse, NY, USA.
European journal of psychotraumatology
|March 21, 2025
概括
在创伤生态瞬间评估 (EMA) 研究中实施FAIR数据原则至关重要. 这涉及到精心设计和数据程序,以确保数据是可寻找的,可访问的,可互操作的和可重复使用的,尽管隐私挑战.
科学领域:
- 精神病学是一个精神病学.
- 心理学 心理学 心理学
- 数据科学数据科学数据科学
背景情况:
- 生态瞬间评估 (EMA) 在日常生活中收集频繁的数据.
- 在创伤研究中,EMA被用来自然研究症状和行为.
- 公平的数据原则 (可查找,可访问,可互操作,可重复使用) 旨在最大限度地提高研究知识.
研究的目的:
- 确定创伤EMA研究的设计考虑因素和数据程序.
- 概述在该领域实施FAIR数据原则的挑战和建议.
主要方法:
- 审查现有的创伤EMA研究.
- 讨论设计,数据处理和分析程序.
- 识别实施挑战和推广实践.
主要成果:
- 关键的设计和数据程序决定会影响FAIR数据的实现.
- 来自创伤EMA研究的例子说明了实践和挑战.
- 平衡隐私与数据共享仍然是一个重大障碍.
结论:
- 遵守FAIR数据原则对于推进创伤研究至关重要.
- 研究人员应将数据存储在具有详细文档的存储库中.
- 解决隐私问题对于有效的创伤EMA数据共享至关重要.
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