A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.

Recent years have seen an increase in alarming signals regarding the lack of replicability in neuroscience, psychology, and other related fields. To avoid a widespread crisis in neuroimaging research and consequent loss of credibility in the public eye, we need to improve how we do science. This art...

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Main Authors: Krzysztof J Gorgolewski, Russell A Poldrack
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-07-01
Series:PLoS Biology
Online Access:http://europepmc.org/articles/PMC4936733?pdf=render
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spelling doaj-4f5181707fbd432ba795d1b841d478b12021-07-02T08:06:38ZengPublic Library of Science (PLoS)PLoS Biology1544-91731545-78852016-07-01147e100250610.1371/journal.pbio.1002506A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.Krzysztof J GorgolewskiRussell A PoldrackRecent years have seen an increase in alarming signals regarding the lack of replicability in neuroscience, psychology, and other related fields. To avoid a widespread crisis in neuroimaging research and consequent loss of credibility in the public eye, we need to improve how we do science. This article aims to be a practical guide for researchers at any stage of their careers that will help them make their research more reproducible and transparent while minimizing the additional effort that this might require. The guide covers three major topics in open science (data, code, and publications) and offers practical advice as well as highlighting advantages of adopting more open research practices that go beyond improved transparency and reproducibility.http://europepmc.org/articles/PMC4936733?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Krzysztof J Gorgolewski
Russell A Poldrack
spellingShingle Krzysztof J Gorgolewski
Russell A Poldrack
A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
PLoS Biology
author_facet Krzysztof J Gorgolewski
Russell A Poldrack
author_sort Krzysztof J Gorgolewski
title A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
title_short A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
title_full A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
title_fullStr A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
title_full_unstemmed A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research.
title_sort practical guide for improving transparency and reproducibility in neuroimaging research.
publisher Public Library of Science (PLoS)
series PLoS Biology
issn 1544-9173
1545-7885
publishDate 2016-07-01
description Recent years have seen an increase in alarming signals regarding the lack of replicability in neuroscience, psychology, and other related fields. To avoid a widespread crisis in neuroimaging research and consequent loss of credibility in the public eye, we need to improve how we do science. This article aims to be a practical guide for researchers at any stage of their careers that will help them make their research more reproducible and transparent while minimizing the additional effort that this might require. The guide covers three major topics in open science (data, code, and publications) and offers practical advice as well as highlighting advantages of adopting more open research practices that go beyond improved transparency and reproducibility.
url http://europepmc.org/articles/PMC4936733?pdf=render
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