改善数据共享和FAIR数据实践的机会,以推进全球心理健康
Yaara Sadeh1,2, Anna Denejkina3,4,5, Eirini Karyotaki6,7
1Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Global mental health (Cambridge, England)
|October 20, 2023
概括
优化全球心理健康研究需要共享数据. 应用FAIR原则 (可查找,可访问,可互操作,可重复使用) 可以提高研究的透明度,效率和影响力,从而获得更好的心理健康结果.
科学领域:
- 全球心理健康研究全球心理健康研究
- 数据科学是数据科学.
- 研究伦理研究伦理学
背景情况:
- 高负担的心理健康挑战需要优化全球研究.
- 数据共享和重复使用对于科学进步和知识加速至关重要.
- 公平指导原则为提高研究透明度,效率和影响提供了一个框架.
研究的目的:
- 审查精神健康数据共享和再利用中的伦理和公平性考虑.
- 在全球心理健康研究的背景下,概述FAIR原则.
- 评估全球心理健康研究中FAIR数据实践的现状,确定挑战和机遇.
主要方法:
- 在数据共享中对道德和公平考虑的文献综述.
- 对心理健康研究数据的FAIR原则应用的分析.
- 检查当前的FAIR数据实践,协作努力和综合数据资源.
主要成果:
- 成功跨学科和国际合作的例子,改善数据的可查性和可访问性.
- 开发综合数据资源和工具,增强数据的互操作性和可重复使用性.
- 在全球心理健康中实施FAIR数据实践的挑战和机会的识别.
结论:
- 提出了Fair全球心理健康研究的未来愿景.
- 建议研究人员采取实际步骤,包括研究规划,数据保存,元数据和重复使用策略.
- 强调在心理健康研究中通过公平的数据实践促进科学发展和提高公平.
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