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research article

Data Publications Correlate with Citation Impact

Leitner, Florian
•
Bielza, Concha
•
Hill, Sean L.
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2016
Frontiers in Neuroscience

Neuroscience and molecular biology have been generating large datasets over the past years that are reshaping how research is being conducted. In their wake, open data sharing has been singled out as a major challenge for the future of research. We conducted a comparative study of citations of data publications in both fields, showing that the average publication tagged with a data-related term by the NCBI MeSH (Medical Subject Headings) curators achieves a significantly larger citation impact than the average in either field. We introduce a new metric, the data article citation index (DAC-index), to identify the most prolific authors among those data-related publications. The study is fully reproducible from an executable Rmd (R Markdown) script together with all the citation datasets. We hope these results can encourage authors to more openly publish their data.

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Type
research article
DOI
10.3389/fnins.2016.00419
Author(s)
Leitner, Florian
Bielza, Concha
Hill, Sean L.
Larrañaga, Pedro
Date Issued

2016

Publisher

Frontiers Research Foundation

Published in
Frontiers in Neuroscience
Volume

10

Start page

419

Subjects

data article citation index

•

DAC-index

•

citations

•

data sharing

•

open data

•

data publications

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
BBP-GR-HILL  
BBP-CORE  
Available on Infoscience
October 28, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/130808
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