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数据共享、管理、使用和再利用:全球科学家的实践和看法。

Data sharing, management, use, and reuse: Practices and perceptions of scientists worldwide.

机构信息

School of Information Sciences, University of Tennessee, Knoxville, Tennessee, United States of America.

Center for Information and Communication Studies, University of Tennessee, Knoxville, Tennessee, United States of America.

出版信息

PLoS One. 2020 Mar 11;15(3):e0229003. doi: 10.1371/journal.pone.0229003. eCollection 2020.

Abstract

BACKGROUND

With data becoming a centerpiece of modern scientific discovery, data sharing by scientists is now a crucial element of scientific progress. This article aims to provide an in-depth examination of the practices and perceptions of data management, including data storage, data sharing, and data use and reuse by scientists around the world.

METHODS

The Usability and Assessment Working Group of DataONE, an NSF-funded environmental cyberinfrastructure project, distributed a survey to a multinational and multidisciplinary sample of scientific researchers in a two-waves approach in 2017-2018. We focused our analysis on examining the differences across age groups, sub-disciplines of science, and sectors of employment.

FINDINGS

Most respondents displayed what we describe as high and mediocre risk data practices by storing their data on their personal computer, departmental servers or USB drives. Respondents appeared to be satisfied with short-term storage solutions; however, only half of them are satisfied with available mechanisms for storing data beyond the life of the process. Data sharing and data reuse were viewed positively: over 85% of respondents admitted they would be willing to share their data with others and said they would use data collected by others if it could be easily accessed. A vast majority of respondents felt that the lack of access to data generated by other researchers or institutions was a major impediment to progress in science at large, yet only about a half thought that it restricted their own ability to answer scientific questions. Although attitudes towards data sharing and data use and reuse are mostly positive, practice does not always support data storage, sharing, and future reuse. Assistance through data managers or data librarians, readily available data repositories for both long-term and short-term storage, and educational programs for both awareness and to help engender good data practices are clearly needed.

摘要

背景

随着数据成为现代科学发现的核心,科学家们的数据共享现在是科学进步的关键要素。本文旨在深入探讨全球科学家在数据管理方面的实践和看法,包括数据存储、数据共享以及数据的使用和再利用。

方法

由 NSF 资助的环境网络基础设施项目 DataONE 的可用性和评估工作组,于 2017 年至 2018 年期间采用两波方式向跨国界和多学科的科学研究人员样本分发了一份调查。我们的分析重点是检查年龄组、科学子学科和就业部门之间的差异。

发现

大多数受访者表现出我们所说的高风险和中等风险的数据实践,即将数据存储在个人计算机、部门服务器或 USB 驱动器上。受访者似乎对短期存储解决方案感到满意;但是,只有一半的受访者对现有机制存储超出项目生命周期的数据感到满意。数据共享和数据再利用受到积极评价:超过 85%的受访者承认他们愿意与他人共享数据,如果可以轻松访问他人收集的数据,他们也会使用。绝大多数受访者认为无法访问其他研究人员或机构生成的数据是阻碍整体科学进步的主要障碍,但只有大约一半的受访者认为这限制了他们自己回答科学问题的能力。尽管对数据共享和数据使用和再利用的态度大多是积极的,但实践并不总是支持数据存储、共享和未来的再利用。显然需要数据经理或数据图书馆员的协助、长期和短期存储都有现成的数据存储库,以及提高认识和培养良好数据实践的教育计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3547/7065823/e9ae01f4758d/pone.0229003.g001.jpg

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