González-Alcaide Gregorio, Park Jinseo, Huamaní Charles, Belinchón Isabel, Ramos José M
Department of History of Science and Documentation, Universitat de València, Valencia, Spain.
Korea Institute of Science and Technology Information (KISTI), Deajeon, South Korea.
PLoS One. 2015 Dec 11;10(12):e0144837. doi: 10.1371/journal.pone.0144837. eCollection 2015.
Although researchers have worked in collaboration since the origins of modern science and the publication of the first scientific journals in the eighteenth century, this phenomenon has acquired exceptional importance in the last several decades. Since the mid-twentieth century, new knowledge has been generated from within an ever-growing network of investigators, working cooperatively in research groups across countries and institutions. Cooperation is a crucial determinant of academic success.
The aim of the present paper is to analyze the evolution of scientific collaboration at the micro level, with regard to the scientific production generated on psoriasis research.
A bibliographic search in the Medline database containing the MeSH terms "psoriasis" or "psoriatic arthritis" was carried out. The search results were limited to articles, reviews and letters. After identifying the co-authorships of documents on psoriasis indexed in the Medline database (1942-2013), various bibliometric indicators were obtained, including the average number of authors per document and degree of multi-authorship over time. In addition, we performed a network analysis to study the evolution of certain features of the co-authorship network as a whole: average degree, size of the largest component, clustering coefficient, density and average distance. We also analyzed the evolution of the giant component to characterize the changing research patterns in the field, and we calculated social network indicators for the nodes, namely betweenness and closeness.
The main active research clusters in the area were identified, along with their authors of reference. Our analysis of 28,670 documents sheds light on different aspects related to the evolution of scientific collaboration in the field, including the progressive increase in the mean number of co-authors (which stood at 5.17 in the 2004-2013 decade), and the rise in multi-authored papers signed by many different authors (in the same decade, 25.77% of the documents had between 6 and 9 co-authors, and 10.28% had 10 or more). With regard to the network indicators, the average degree gradually increased up to 10.97 in the study period. The percentage of authors pertaining to the largest component also rose to 73.02% of the authors. The clustering coefficient, on the other hand, remained stable throughout the entire 70-year period, with values hovering around 0.9. Finally, the average distance peaked in the decades 1974-1983 (8.29) and 1984-2003 (8.12) then fell over the next two decades, down to 5.25 in 2004-2013. The construction of the co-authorship network (threshold of collaboration ≥ 10 co-authored works) revealed a giant component of 161 researchers, containing 6 highly cohesive sub-components.
Our study reveals the existence of a growing research community in which collaboration is increasingly important. We can highlight an essential feature associated with scientific collaboration: multi-authored papers, with growing numbers of collaborators contributing to them, are becoming more and more common, therefore the formation of research groups of increasing depth (specialization) and breadth (multidisciplinarity) is now a cornerstone of research success.
尽管自现代科学起源以及18世纪第一批科学期刊出版以来,研究人员就一直在开展合作,但在过去几十年中,这种现象变得尤为重要。自20世纪中叶以来,新知识是由越来越庞大的研究人员网络共同产生的,他们在跨国和跨机构的研究团队中开展合作。合作是学术成功的关键决定因素。
本文旨在分析银屑病研究领域微观层面科学合作的演变情况。
在Medline数据库中进行文献检索,检索词为医学主题词(MeSH)“银屑病”或“银屑病关节炎”。检索结果仅限于文章、综述和信函。在确定Medline数据库(1942 - 2013年)中索引的银屑病文献的共同作者关系后,获得了各种文献计量指标,包括每篇文献的平均作者数量以及多年来的多作者程度。此外,我们进行了网络分析,以研究共同作者网络整体某些特征的演变:平均度、最大连通分量的大小、聚类系数、密度和平均距离。我们还分析了最大连通分量的演变,以描述该领域不断变化的研究模式,并计算了节点的社会网络指标,即中介中心性和接近中心性。
确定了该领域主要的活跃研究集群及其参考文献的作者。我们对28,670篇文献的分析揭示了与该领域科学合作演变相关的不同方面,包括共同作者平均数量的逐渐增加(在2004 - 2013十年间为5.17)以及由许多不同作者共同撰写的多作者论文的增加(在同一十年间,25.77%的文献有6至9位共同作者,10.28%的文献有10位或更多共同作者)。关于网络指标,在研究期间平均度逐渐增加至10.97。属于最大连通分量的作者百分比也上升至作者总数的73.02%。另一方面,聚类系数在整个70年期间保持稳定,值徘徊在0.9左右。最后,平均距离在1974 - 19八十三年间(8.29)和1984 - 2003年间(8.12)达到峰值,然后在接下来的二十年中下降,在2004 - 2013年间降至5.25。共同作者网络的构建(合作阈值≥10篇共同撰写的作品)揭示了一个由161名研究人员组成的巨大连通分量,其中包含6个高度凝聚的子分量。
我们的研究揭示了一个不断发展的研究群体的存在,其中合作越来越重要。我们可以突出与科学合作相关的一个基本特征:多作者论文,有越来越多的合作者参与其中,正变得越来越普遍,因此形成深度(专业化)和广度(多学科性)不断增加的研究团队现在是研究成功的基石。