Institute of Biotechnology, Developmental Biology Program, University of Helsinki, Helsinki, Finland.
PLoS One. 2009 Aug 7;4(8):e6544. doi: 10.1371/journal.pone.0006544.
The increase in the size of the scientific community created an explosion in scientific production. We have analyzed the dynamics of biomedical scientific output during 1957-2007 by applying a bibliometric analysis of the PubMed database using different keywords representing specific biomedical topics. With the assumption that increased scientific interest will result in increased scientific output, we compared the output of specific topics to that of all scientific output. This analysis resulted in three broad categories of topics; those that follow the general trend of all scientific output, those that show highly variable output, and attractive topics which are new and grow explosively. The analysis of the citation impact of the scientific output resulted in a typical longtail distribution: the majority of journals and articles are of very low impact. This distribution has remained unchanged since 1957, although the interests of scientists must have shifted in this period. We therefore analyzed the distribution of articles in top journals and lower impact journals over time for the attractive topics. Novelty is rewarded by publication in top journals. Over time more articles are published in low impact journals progressively creating the longtail distribution, signifying acceptance of the topic by the community. There can be a gap of years between novelty and acceptance. Within topics temporary novelty is created with new subtopics. In conclusion, the longtail distribution is the foundation of the scientific output of the scientific community and can be used to examine different aspects of science practice.
科学共同体规模的扩大导致了科学产出的爆炸式增长。我们通过对 PubMed 数据库应用文献计量分析,使用代表特定生物医学主题的不同关键词,分析了 1957-2007 年期间生物医学科学产出的动态。假设科学兴趣的增加将导致科学产出的增加,我们将特定主题的产出与所有科学产出进行了比较。这一分析产生了三大类主题:那些跟随所有科学产出总体趋势的主题、那些显示出高度可变产出的主题,以及那些具有吸引力的、新颖且呈爆炸式增长的主题。对科学产出的引用影响的分析导致了一个典型的长尾分布:大多数期刊和文章的影响力非常低。自 1957 年以来,这种分布一直没有改变,尽管在此期间科学家的兴趣肯定已经发生了转移。因此,我们分析了有吸引力的主题在顶级期刊和低影响力期刊中的文章分布随时间的变化情况。新颖性通过在顶级期刊上发表得到回报。随着时间的推移,越来越多的文章在低影响力期刊上发表,逐渐形成长尾分布,这意味着该主题被科学界所接受。新颖性和接受度之间可能存在数年的差距。在主题内部,随着新的子主题的出现,会产生暂时的新颖性。总之,长尾分布是科学共同体科学产出的基础,可以用来研究科学实践的不同方面。