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Reproducible Research Practices and Transparency across the Biomedical Literature

机译:生物医学文献中可重复的研究实践和透明度

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There is a growing movement to encourage reproducibility and transparency practices in the scientific community, including public access to raw data and protocols, the conduct of replication studies, systematic integration of evidence in systematic reviews, and the documentation of funding and potential conflicts of interest. In this survey, we assessed the current status of reproducibility and transparency addressing these indicators in a random sample of 441 biomedical journal articles published in 2000–2014. Only one study provided a full protocol and none made all raw data directly available. Replication studies were rare ( n = 4), and only 16 studies had their data included in a subsequent systematic review or meta-analysis. The majority of studies did not mention anything about funding or conflicts of interest. The percentage of articles with no statement of conflict decreased substantially between 2000 and 2014 (94.4% in 2000 to 34.6% in 2014); the percentage of articles reporting statements of conflicts (0% in 2000, 15.4% in 2014) or no conflicts (5.6% in 2000, 50.0% in 2014) increased. Articles published in journals in the clinical medicine category versus other fields were almost twice as likely to not include any information on funding and to have private funding. This study provides baseline data to compare future progress in improving these indicators in the scientific literature. Examination of recent trends in reproducibility and transparency practices in biomedical research reveals an ongoing lack of access to full datasets and detailed protocols for both clinical and non-clinical studies. Author Summary There is increasing interest in the scientific community about whether published research is transparent and reproducible. Lack of replication and non-transparency decreases the value of research. Several biomedical journals have started to encourage or require authors to submit detailed protocols, full datasets, and disclose information on funding and potential conflicts of interest. In this study, we investigate the reproducibility and transparency practices across the full spectrum of published biomedical literature from 2000–2014. We identify an ongoing lack of access to full datasets and detailed protocols for both clinical and non-clinical biomedical investigation. We also map the availability of information on funding and conflicts of interest in this literature. The results from this study provide baseline data to compare future progress in improving these indicators in the scientific literature. We believe that this information may be essential to sensitize stakeholders in science about the need for improving reproducibility and transparency practices.
机译:有越来越多的运动在鼓励科学界的可重复性和透明性实践,包括公众获取原始数据和协议,进行复制研究,将证据系统地整合到系统评价中,以及对资金和潜在利益冲突进行记录。在这项调查中,我们评估了2000-2014年间发表的441篇生物医学期刊文章的随机样本中针对这些指标的可重复性和透明性的现状。只有一项研究提供了完整的协议,没有一项研究可以直接获得所有原始数据。复制研究很少(n = 4),只有16个研究的数据包括在随后的系统评价或荟萃分析中。大多数研究没有提及有关资金或利益冲突的任何内容。在2000年至2014年间,无冲突声明的文章所占百分比大幅下降(2000年为94.4%,2014年为34.6%);报告有冲突声明(2000年为0%,2014年为15.4%)或无冲突的文章(2000年为5.6%,2014年为50.0%)的百分比增加了。与其他领域相比,在临床医学类别的期刊上发表的文章的可能性几乎是不包含任何资金信息并拥有私人资金的两倍。这项研究提供了基准数据,以比较科学文献中改善这些指标的未来进展。对生物医学研究中可再现性和透明性实践的最新趋势的研究表明,目前仍缺乏对临床和非临床研究的完整数据集和详细协议的访问权限。作者摘要科学界对已发表的研究是否透明和可重复产生了越来越多的兴趣。复制和不透明的缺乏降低了研究的价值。一些生物医学期刊已经开始鼓励或要求作者提交详细的实验方案,完整的数据集,并披露有关资金和潜在利益冲突的信息。在这项研究中,我们调查了2000年至2014年间所有已出版生物医学文献中的可再现性和透明性实践。我们发现持续缺乏对临床和非临床生物医学研究的完整数据集和详细协议的访问。我们还绘制了有关文献中有关资金和利益冲突的信息的可用性。这项研究的结果提供了基准数据,以比较科学文献中改善这些指标的未来进展。我们认为,这些信息对于使科学领域的利益相关者了解改善可重复性和透明度做法的必要性可能至关重要。

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