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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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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2009
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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. |
format | Text |
id | pubmed-2696594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT pfeifferthomas largescaleassessmentoftheeffectofpopularityonthereliabilityofresearch AT hoffmannrobert largescaleassessmentoftheeffectofpopularityonthereliabilityofresearch |