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Large-Scale Assessment of the Effect of Popularity on the Reliability of Research

Based on theoretical reasoning it has been suggested that the reliability of findings published in the scientific literature decreases with the popularity of a research field. Here we provide empirical support for this prediction. We evaluate published statements on protein interactions with data fr...

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Detalles Bibliográficos
Autores principales: Pfeiffer, Thomas, Hoffmann, Robert
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2696594/
https://www.ncbi.nlm.nih.gov/pubmed/19551148
http://dx.doi.org/10.1371/journal.pone.0005996
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author Pfeiffer, Thomas
Hoffmann, Robert
author_facet Pfeiffer, Thomas
Hoffmann, Robert
author_sort Pfeiffer, Thomas
collection PubMed
description Based on theoretical reasoning it has been suggested that the reliability of findings published in the scientific literature decreases with the popularity of a research field. Here we provide empirical support for this prediction. We evaluate published statements on protein interactions with data from high-throughput experiments. We find evidence for two distinctive effects. First, with increasing popularity of the interaction partners, individual statements in the literature become more erroneous. Second, the overall evidence on an interaction becomes increasingly distorted by multiple independent testing. We therefore argue that for increasing the reliability of research it is essential to assess the negative effects of popularity and develop approaches to diminish these effects.
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spelling pubmed-26965942009-06-24 Large-Scale Assessment of the Effect of Popularity on the Reliability of Research Pfeiffer, Thomas Hoffmann, Robert PLoS One Research Article Based on theoretical reasoning it has been suggested that the reliability of findings published in the scientific literature decreases with the popularity of a research field. Here we provide empirical support for this prediction. We evaluate published statements on protein interactions with data from high-throughput experiments. We find evidence for two distinctive effects. First, with increasing popularity of the interaction partners, individual statements in the literature become more erroneous. Second, the overall evidence on an interaction becomes increasingly distorted by multiple independent testing. We therefore argue that for increasing the reliability of research it is essential to assess the negative effects of popularity and develop approaches to diminish these effects. Public Library of Science 2009-06-24 /pmc/articles/PMC2696594/ /pubmed/19551148 http://dx.doi.org/10.1371/journal.pone.0005996 Text en Pfeiffer, Hoffmann. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Pfeiffer, Thomas
Hoffmann, Robert
Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title_full Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title_fullStr Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title_full_unstemmed Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title_short Large-Scale Assessment of the Effect of Popularity on the Reliability of Research
title_sort large-scale assessment of the effect of popularity on the reliability of research
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2696594/
https://www.ncbi.nlm.nih.gov/pubmed/19551148
http://dx.doi.org/10.1371/journal.pone.0005996
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