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

机译:流行对研究可靠性影响的大规模评估

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摘要

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.
机译:基于理论推论,已经提出科学文献中发表的发现的可靠性随着研究领域的普及而降低。在这里,我们为这一预测提供了经验支持。我们用高通量实验数据评估有关蛋白质相互作用的公开陈述。我们找到了两种独特效果的证据。首先,随着互动伙伴的日益普及,文献中的个别陈述变得更加错误。其次,关于交互的总体证据由于多次独立测试而变得越来越失真。因此,我们认为,为了提高研究的可靠性,必须评估人气的负面影响并开发出减少这些影响的方法。

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