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肯尼亚的开放科学:我们处于什么阶段?

Open Science in Kenya: Where Are We?

作者信息

Mwangi Kennedy W, Mainye Nyabuti, Ouso Daniel O, Esoh Kevin, Muraya Angela W, Mwangi Charles K, Naitore Careen, Karega Pauline, Kibet-Rono Gilbert, Musundi Sebastian, Mutisya Jennifer, Mwangi Elizabeth, Mgawe Cavin, Miruka Silviane, Kibet Caleb K

机构信息

Department of Biochemistry, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya.

Analytics Department, Africa's Talking LTD, Nairobi, Kenya.

出版信息

Front Res Metr Anal. 2021 May 13;6:669675. doi: 10.3389/frma.2021.669675. eCollection 2021.

Abstract

According to the United Nations Educational, Scientific, and Cultural Organization (UNESCO), Open Science is the movement to make scientific research and data accessible to all. It has great potential for advancing science. At its core, it includes (but is not limited to) open access, open data, and open research. Some of the associated advantages are promoting collaboration, sharing and reproducibility in research, and preventing the reinvention of the wheel, thus saving resources. As research becomes more globalized and its output grows exponentially, especially in data, the need for open scientific research practices is more evident - the future of modern science. This has resulted in a concerted global interest in open science uptake. Even so, barriers still exist. The formal training curriculum in most, if not all, universities in Kenya does not equip students with the knowledge and tools to subsequently practice open science in their research. Therefore, to work openly and collaboratively, there is a need for awareness and training in the use of open science tools. These have been neglected, especially in most developing countries, and remain barriers to the cause. Moreover, there is scanty research on the state of affairs regarding the practice and/or adoption of open science. Thus, we developed, through the OpenScienceKE framework, a model to narrow the gap. A sensitize-train-hack-collaborate model was applied in Nairobi, the economic and administrative capital of Kenya. Using the model, we sensitized through seminars, trained on the use of tools through workshops, applied the skills learned in training through hackathons to collaboratively answer the question on the state of open science in Kenya. While the former parts of the model had 20-50 participants, the latter part mainly involved participants with a bioinformatics background, leveraging their advanced computational skills. This model resulted in an open resource that researchers can use to publish as open access cost-effectively. Moreover, we observed a growing interest in open science practices in Kenya through literature search and data mining and that lack of awareness and skills may still hinder the adoption and practice of open science. Furthermore, at the time of the analyses, we surprisingly found that out of the 20,069 papers downloaded from BioRXiv, only 18 had Kenyan authors, a majority of which are international (16) collaborations. This may suggest poor uptake of the use of preprints among Kenyan researchers. The findings in this study highlight the state of open science in Kenya and challenges facing its adoption and practice while bringing forth possible areas for primary consideration in the campaign toward open science. It also proposes a model (sensitize-train-hack-collaborate model) that may be adopted by researchers, funders and other proponents of open science to address some of the challenges faced in promoting its adoption in Kenya.

摘要

根据联合国教育、科学及文化组织(教科文组织)的定义,开放科学是一项旨在让所有人都能获取科学研究和数据的运动。它在推动科学发展方面具有巨大潜力。其核心内容包括(但不限于)开放获取、开放数据和开放研究。一些相关优势包括促进研究中的合作、共享和可重复性,避免重复劳动,从而节省资源。随着研究日益全球化且产出呈指数级增长,尤其是在数据方面,开放科学研究实践的需求愈发明显——这是现代科学的未来发展方向。这引发了全球对采用开放科学的一致关注。即便如此,障碍依然存在。肯尼亚大多数(甚至可以说所有)大学的正规培训课程并未让学生掌握后续在研究中实践开放科学的知识和工具。因此,为了能够公开且协作地开展工作,有必要提高对开放科学工具使用的认识并进行相关培训。这些方面一直被忽视,尤其是在大多数发展中国家,仍然是该事业发展的障碍。此外,关于开放科学实践和/或采用情况的研究非常匮乏。于是,我们通过“肯尼亚开放科学”(OpenScienceKE)框架开发了一个模型来缩小差距。在内罗毕(肯尼亚的经济和行政首都)应用了一种“宣传 - 培训 - 黑客马拉松 - 协作”模型。利用该模型,我们通过研讨会进行宣传,通过工作坊培训工具使用方法,通过黑客马拉松应用在培训中学到的技能,以协作方式回答关于肯尼亚开放科学现状的问题。虽然该模型的前几个环节有20 - 50名参与者,但最后一个环节主要涉及具有生物信息学背景的参与者,利用他们先进的计算技能。这个模型产生了一个开放资源,研究人员可以利用它以具有成本效益的方式进行开放获取出版。此外,通过文献检索和数据挖掘,我们观察到肯尼亚对开放科学实践的兴趣在不断增长,同时缺乏认识和技能可能仍然会阻碍开放科学的采用和实践。此外,在分析时,我们惊讶地发现,从BioRXiv下载的20,069篇论文中,只有18篇有肯尼亚作者,其中大多数是国际合作(16篇)。这可能表明肯尼亚研究人员对预印本的使用情况不佳。本研究的结果突出了肯尼亚开放科学的现状以及其采用和实践所面临的挑战,同时提出了在推动开放科学运动中可能需要首要考虑的领域。它还提出了一个模型(宣传 - 培训 - 黑客马拉松 - 协作模型),研究人员、资助者和其他开放科学支持者可以采用该模型来应对在肯尼亚推广开放科学所面临的一些挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e523/8155710/f6da80b46241/frma-06-669675-g0001.jpg

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