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Low availability of code in ecology: A call for urgent action
Access to analytical code is essential for transparent and reproducible research. We review the state of code availability in ecology using a random sample of 346 nonmolecular articles published between 2015 and 2019 under mandatory or encouraged code-sharing policies. Our results call for urgent ac...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386629/ https://www.ncbi.nlm.nih.gov/pubmed/32722681 http://dx.doi.org/10.1371/journal.pbio.3000763 |
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author | Culina, Antica van den Berg, Ilona Evans, Simon Sánchez-Tójar, Alfredo |
author_facet | Culina, Antica van den Berg, Ilona Evans, Simon Sánchez-Tójar, Alfredo |
author_sort | Culina, Antica |
collection | PubMed |
description | Access to analytical code is essential for transparent and reproducible research. We review the state of code availability in ecology using a random sample of 346 nonmolecular articles published between 2015 and 2019 under mandatory or encouraged code-sharing policies. Our results call for urgent action to increase code availability: only 27% of eligible articles were accompanied by code. In contrast, data were available for 79% of eligible articles, highlighting that code availability is an important limiting factor for computational reproducibility in ecology. Although the percentage of ecological journals with mandatory or encouraged code-sharing policies has increased considerably, from 15% in 2015 to 75% in 2020, our results show that code-sharing policies are not adhered to by most authors. We hope these results will encourage journals, institutions, funding agencies, and researchers to address this alarming situation. |
format | Online Article Text |
id | pubmed-7386629 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73866292020-08-05 Low availability of code in ecology: A call for urgent action Culina, Antica van den Berg, Ilona Evans, Simon Sánchez-Tójar, Alfredo PLoS Biol Perspective Access to analytical code is essential for transparent and reproducible research. We review the state of code availability in ecology using a random sample of 346 nonmolecular articles published between 2015 and 2019 under mandatory or encouraged code-sharing policies. Our results call for urgent action to increase code availability: only 27% of eligible articles were accompanied by code. In contrast, data were available for 79% of eligible articles, highlighting that code availability is an important limiting factor for computational reproducibility in ecology. Although the percentage of ecological journals with mandatory or encouraged code-sharing policies has increased considerably, from 15% in 2015 to 75% in 2020, our results show that code-sharing policies are not adhered to by most authors. We hope these results will encourage journals, institutions, funding agencies, and researchers to address this alarming situation. Public Library of Science 2020-07-28 /pmc/articles/PMC7386629/ /pubmed/32722681 http://dx.doi.org/10.1371/journal.pbio.3000763 Text en © 2020 Culina et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Perspective Culina, Antica van den Berg, Ilona Evans, Simon Sánchez-Tójar, Alfredo Low availability of code in ecology: A call for urgent action |
title | Low availability of code in ecology: A call for urgent action |
title_full | Low availability of code in ecology: A call for urgent action |
title_fullStr | Low availability of code in ecology: A call for urgent action |
title_full_unstemmed | Low availability of code in ecology: A call for urgent action |
title_short | Low availability of code in ecology: A call for urgent action |
title_sort | low availability of code in ecology: a call for urgent action |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386629/ https://www.ncbi.nlm.nih.gov/pubmed/32722681 http://dx.doi.org/10.1371/journal.pbio.3000763 |
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