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Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey

We constructed a survey to understand how authors and scientists view the issues around reproducibility, focusing on interactive elements such as interactive figures embedded within online publications, as a solution for enabling the reproducibility of experiments. We report the views of 251 researc...

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Detalles Bibliográficos
Autores principales: Samota, Evanthia Kaimaklioti, Davey, Robert P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276979/
https://www.ncbi.nlm.nih.gov/pubmed/34268467
http://dx.doi.org/10.3389/frma.2021.678554
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author Samota, Evanthia Kaimaklioti
Davey, Robert P.
author_facet Samota, Evanthia Kaimaklioti
Davey, Robert P.
author_sort Samota, Evanthia Kaimaklioti
collection PubMed
description We constructed a survey to understand how authors and scientists view the issues around reproducibility, focusing on interactive elements such as interactive figures embedded within online publications, as a solution for enabling the reproducibility of experiments. We report the views of 251 researchers, comprising authors who have published in eLIFE Sciences, and those who work at the Norwich Biosciences Institutes (NBI). The survey also outlines to what extent researchers are occupied with reproducing experiments themselves. Currently, there is an increasing range of tools that attempt to address the production of reproducible research by making code, data, and analyses available to the community for reuse. We wanted to collect information about attitudes around the consumer end of the spectrum, where life scientists interact with research outputs to interpret scientific results. Static plots and figures within articles are a central part of this interpretation, and therefore we asked respondents to consider various features for an interactive figure within a research article that would allow them to better understand and reproduce a published analysis. The majority (91%) of respondents reported that when authors describe their research methodology (methods and analyses) in detail, published research can become more reproducible. The respondents believe that having interactive figures in published papers is a beneficial element to themselves, the papers they read as well as to their readers. Whilst interactive figures are one potential solution for consuming the results of research more effectively to enable reproducibility, we also review the equally pressing technical and cultural demands on researchers that need to be addressed to achieve greater success in reproducibility in the life sciences.
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spelling pubmed-82769792021-07-14 Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey Samota, Evanthia Kaimaklioti Davey, Robert P. Front Res Metr Anal Research Metrics and Analytics We constructed a survey to understand how authors and scientists view the issues around reproducibility, focusing on interactive elements such as interactive figures embedded within online publications, as a solution for enabling the reproducibility of experiments. We report the views of 251 researchers, comprising authors who have published in eLIFE Sciences, and those who work at the Norwich Biosciences Institutes (NBI). The survey also outlines to what extent researchers are occupied with reproducing experiments themselves. Currently, there is an increasing range of tools that attempt to address the production of reproducible research by making code, data, and analyses available to the community for reuse. We wanted to collect information about attitudes around the consumer end of the spectrum, where life scientists interact with research outputs to interpret scientific results. Static plots and figures within articles are a central part of this interpretation, and therefore we asked respondents to consider various features for an interactive figure within a research article that would allow them to better understand and reproduce a published analysis. The majority (91%) of respondents reported that when authors describe their research methodology (methods and analyses) in detail, published research can become more reproducible. The respondents believe that having interactive figures in published papers is a beneficial element to themselves, the papers they read as well as to their readers. Whilst interactive figures are one potential solution for consuming the results of research more effectively to enable reproducibility, we also review the equally pressing technical and cultural demands on researchers that need to be addressed to achieve greater success in reproducibility in the life sciences. Frontiers Media S.A. 2021-06-29 /pmc/articles/PMC8276979/ /pubmed/34268467 http://dx.doi.org/10.3389/frma.2021.678554 Text en Copyright © 2021 Samota and Davey. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Research Metrics and Analytics
Samota, Evanthia Kaimaklioti
Davey, Robert P.
Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title_full Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title_fullStr Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title_full_unstemmed Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title_short Knowledge and Attitudes Among Life Scientists Toward Reproducibility Within Journal Articles: A Research Survey
title_sort knowledge and attitudes among life scientists toward reproducibility within journal articles: a research survey
topic Research Metrics and Analytics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8276979/
https://www.ncbi.nlm.nih.gov/pubmed/34268467
http://dx.doi.org/10.3389/frma.2021.678554
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