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DataCite as a novel bibliometric source: Coverage, strengths and limitations

AuthorsRobinson-García, Nicolás; Mongeon, Philippe; Jeng, Wei; Costas Comesaña, Rodrigo
KeywordsBibliometric sources
Data infrastructure
Open data
Data metrics
Data sharing
Data citations
Issue Date2017
CitationJournal of Informetrics 11(3): 841-854 (2017)
AbstractThis paper explores the characteristics of DataCite to determine its possibilities and potential as a new bibliometric data source to analyze the scholarly production of open data. Open science and the increasing data sharing requirements from governments, funding bodies, institutions and scientific journals has led to a pressing demand for the development of data metrics. As a very first step towards reliable data metrics, we need to better comprehend the limitations and caveats of the information provided by sources of open data. In this paper, we critically examine records downloaded from the DataCite's OAI API and elaborate a series of recommendations regarding the use of this source for bibliometric analyses of open data. We highlight issues related to metadata incompleteness, lack of standardization, and ambiguous definitions of several fields. Despite these limitations, we emphasize DataCite's value and potential to become one of the main sources for data metrics development.
Publisher version (URL)https://doi.org/10.1016/j.joi.2017.07.003
Identifiersdoi: 10.1016/j.joi.2017.07.003
e-issn: 1875-5879
issn: 1751-1577
Appears in Collections:(INGENIO) Artículos
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