保护开放科学免受剥削性做法的影响
Danny Maupin1, Matt Spick1, Nophar Geifman1
1School of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, Surrey, United Kingdom.
PLoS medicine
|December 11, 2025
概括
开放式研究促进了完整性,但有风险利用数据. 这项研究倡导实施保护实践,以减轻这些风险并保护公共数据资源.
科学领域:
- 科学完整性和数据管理
背景情况:
- 开放的研究和数据透明度对于防止不道德活动至关重要.
- 然而,自由可用的数据存在潜在的完整性风险,由于利用.
研究的目的:
- 提出在开放研究中实施保护实践的理由.
- 解决数据透明度的双重性质:防止不当行为和潜在的脆弱性.
主要方法:
- 关于数据完整性和开放科学原则的文献综述.
- 分析与公共数据相关的潜在利用风险.
- 制定一个保护实践的框架.
主要成果:
- 自由可用的数据虽然有好处,但也可以被利用.
- 保护实践是必要的,以平衡透明度和数据完整性.
- 拟议的做法旨在保护公共数据资源.
结论:
- 实施保护实践对于负责任的开放研究至关重要.
- 这些做法可以减轻完整性风险,而不会影响数据透明度的好处.
- 需要采取积极的方法来确保公共数据的伦理使用.
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