为更改研究数据和材料保留策略准备数据存档或存储库

John F. Bohan, L. Kellam
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引用次数: 0

摘要

为了应对所谓的“再现性危机”,出版商和机构对研究人员数据和代码的档案期望和要求正在迅速变化。为了应对这场危机,许多出版商增加了要求或建议,以增加研究背后支持信息的可用性,学术机构也纷纷效仿。图书馆员应该专注于如何让研究人员更容易有效地共享他们的数据和代码,并考虑到可重复性。在康奈尔社会科学中心,我们为康奈尔大学的研究人员建立了一个结果复制服务(R-Squared)。该服务的一部分包括将R-Squared软件包归档在我们的CoreTrustSeal认证的数据和复制档案中,该档案已进行重建,以适应这些软件包的独特要求和我们数据档案的传统角色。图书馆员需要考虑档案馆和机构知识库在支持研究人员开展再现性活动方面可以发挥的作用。我们的评论最后提出了一些关于更多信息和培训的建议。
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Preparing a Data Archive or Repository for Changing Research Data and Materials Retention Policies
Archival expectations and requirements for researchers’ data and code are changing rapidly, both among publishers and institutions, in response to what has been referred to as a “reproducibility crisis.” In an effort to address this crisis, a number of publishers have added requirements or recommendations to increase the availability of supporting information behind the research, and academic institutions have followed. Librarians should focus on ways to make it easier for researchers to effectively share their data and code with reproducibility in mind. At the Cornell Center for Social Sciences, we have instituted a Results Reproduction Service (R-Squared) for Cornell researchers. Part of this service includes archiving the R-Squared package in our CoreTrustSeal certified Data and Reproduction Archive, which has been rebuilt to accommodate both the unique requirements of those packages and the traditional role of our data archive. Librarians need to consider roles that archives and institutional repositories can play in supporting researchers with reproducibility initiatives. Our commentary closes with some suggestions for more information and training.
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