Use of Optional Data Curation Features by Users of Harvard Dataverse Repository

Ceilyn Boyd
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引用次数: 2

Abstract

Objective: Investigate how different groups of depositors vary in their use of optional data curation features that provide support for FAIR research data in the Harvard Dataverse repository. Methods: A numerical score based upon the presence or absence of characteristics associated with the use of optional features was assigned to each of the 29,295 datasets deposited in Harvard Dataverse between 2007 and 2019. Statistical analyses were performed to investigate patterns of optional feature use amongst different groups of depositors and their relationship to other dataset characteristics. Results: Members of groups make greater use of Harvard Dataverse's optional features than individual researchers. Datasets that undergo a data curation review before submission to Harvard Dataverse, are associated with a publication, or contain restricted files also make greater use of optional features. Conclusions: Individual researchers might benefit from increased outreach and improved documentation about the benefits and use of optional features to improve their datasets' level of curation beyond the FAIR-informed support that the Harvard Dataverse repository provides by default. Platform designers, developers, and managers may also use the numerical scoring approach to explore how different user groups use optional application features.
哈佛数据库用户使用可选的数据管理功能
目的:调查不同的储户群体在使用可选数据管理功能方面的差异,这些功能为哈佛Dataverse存储库中的FAIR研究数据提供支持。方法:对2007年至2019年间存放在Harvard Dataverse的29295个数据集中的每一个数据集,根据是否存在与使用可选特征相关的特征进行数值评分。进行统计分析,以调查不同储户群体的可选特征使用模式及其与其他数据集特征的关系。结果:小组成员比个体研究人员更多地利用哈佛Dataverse的可选功能。在提交给Harvard Dataverse之前经过数据管理审查的数据集、与出版物相关的数据集或包含受限文件的数据集也更多地利用了可选功能。结论:除了哈佛Dataverse存储库默认提供的FAIR知情支持外,个体研究人员可能会受益于更多的外联活动和关于可选功能的好处和使用的改进文档,以提高其数据集的管理水平。平台设计者、开发人员和管理人员也可以使用数字评分方法来探索不同用户组如何使用可选的应用程序功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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