Paths towards greater consensus building in experimental biology.

Dominique G. Roche, G. Raby, T. Norin, R. Ern, H. Scheuffele, M. Skeeles, Rachael Morgan, Anna H. Andreassen, J. Clements, Sarahdghyn Louissaint, F. Jutfelt, T. Clark, S. Binning
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引用次数: 15

Abstract

In a recent editorial, the Editors-in-Chief of Journal of Experimental Biology argued that consensus building, data sharing, and better integration across disciplines are needed to address the urgent scientific challenges posed by climate change. We agree and expand on the importance of cross-disciplinary integration and transparency to improve consensus building and advance climate change research in experimental biology. We investigated reproducible research practices in experimental biology through a review of open data and analysis code associated with empirical studies on three debated paradigms and for unrelated studies published in leading journals in comparative physiology and behavioural ecology over the last 10 years. Nineteen per cent of studies on the three paradigms had open data, and 3.2% had open code. Similarly, 12.1% of studies in the journals we examined had open data, and 3.1% had open code. Previous research indicates that only 50% of shared datasets are complete and re-usable, suggesting that fewer than 10% of studies in experimental biology have usable open data. Encouragingly, our results indicate that reproducible research practices are increasing over time, with data sharing rates in some journals reaching 75% in recent years. Rigorous empirical research in experimental biology is key to understanding the mechanisms by which climate change affects organisms, and ultimately promotes evidence-based conservation policy and practice. We argue that a greater adoption of open science practices, with a particular focus on FAIR (Findable, Accessible, Interoperable, Re-usable) data and code, represents a much-needed paradigm shift towards improved transparency, cross-disciplinary integration, and consensus building to maximize the contributions of experimental biologists in addressing the impacts of environmental change on living organisms.
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在实验生物学中建立更大共识的途径。
在最近的一篇社论中,《实验生物学杂志》(Journal of Experimental Biology)主编认为,需要建立共识、数据共享和更好地跨学科整合,以应对气候变化带来的紧迫科学挑战。我们同意并扩大跨学科整合和透明度的重要性,以改善共识的建立和推进实验生物学中的气候变化研究。我们通过回顾过去10年来在比较生理学和行为生态学的主要期刊上发表的与三种有争议的范式的实证研究相关的开放数据和分析代码,调查了实验生物学中可重复的研究实践。在这三种范式的研究中,19%的研究有开放数据,3.2%的研究有开放代码。同样,在我们研究的期刊中,12.1%的研究有开放数据,3.1%有开放代码。先前的研究表明,只有50%的共享数据集是完整的和可重复使用的,这表明只有不到10%的实验生物学研究拥有可用的开放数据。令人鼓舞的是,我们的研究结果表明,随着时间的推移,可重复的研究实践正在增加,近年来一些期刊的数据共享率达到75%。实验生物学中严谨的实证研究是理解气候变化影响生物机制的关键,并最终促进以证据为基础的保护政策和实践。我们认为,更多地采用开放科学实践,特别是关注FAIR(可查找、可访问、可互操作、可重用)数据和代码,代表了一种急需的范式转变,即提高透明度、跨学科整合和建立共识,以最大限度地发挥实验生物学家在解决环境变化对生物体的影响方面的贡献。
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