了解策划的价值:对美国数据库策划实践和观念的调查
Lisa R Johnston1, Renata Curty2, Susan M Braxton3
1Data, Academic Planning & Institutional Research, University of Wisconsin Madison, Madison, Wisconsin, United States of America.
PloS one
|June 14, 2024
概括
数据策划提高了数据质量和共享. 审查文档是最有价值的策划行动,提高数据的可用性和可访问性.
科学领域:
- 数据科学数据科学数据科学
- 信息科学 信息科学 信息科学
- 图书馆科学 图书馆科学
背景情况:
- 数据管理员对于数据质量评估和增强数据产品至关重要.
- 了解美国数据库中的策划实践对于改善数据共享至关重要.
研究的目的:
- 在数据存储库中比较策划水平.
- 评估策划对数据共享流程的感知价值和影响.
主要方法:
- 一项调查于2021年1月进行,来自59个独特的美国数据存储库的95个响应.
- 分析的重点是报告的策划行动及其对数据共享结果的感知影响.
主要成果:
- 72.6%的存储库执行"数据级"策划;大约一半确保互操作性和可重复性.
- 审查和改进文档是最"增值"的策划行动.
- 策划显著提高了数据的可用性,可查找性,可理解性和可访问性,特别是在学科存储库中.
结论:
- 数据策划显然为数据共享过程增加了价值,超过了成本.
- 策划最好通过具体的行动和结果来理解,而不是广泛的层面.
- 需要进一步研究数据策划活动对资源的影响.
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