The scientific community generally discourages authors of research papers from citing papers that did not influence them because such "rhetorical" citations are assumed to degrade the literature and incentives for good work. Intuitively, a world where authors cite only substantively appears attractive. We argue that manding substantive citing may have underappreciated consequences on the allocation of attention and dynamism. We develop a novel agent-based model in which agents cite substantively and rhetorically. Agents first select papers to read based on their expected quality, read them and observe their actual quality, become influenced by those that are sufficiently good, and substantively cite them. Next, agents fill any remaining slots in the reference lists with papers that support their claims, regardless of whether they were actually influential. By turning rhetorical citing on-and-off, we find that rhetorical citing increases the correlation between quality and citations, increases citation churn, and reduces citation inequality. This occurs because rhetorical citing redistributes some citations from a stable set of elite-quality papers to a more dynamic set with high-to-moderate quality and high rhetorical value. Increasing the size of reference lists, often seen as an undesirable trend, amplifies the effects. In sum, rhetorical citing helps deconcentrate attention and makes it easier to displace incumbent ideas, so whether it is indeed undesirable depends on the metrics used to judge desirability.
翻译:科学界一般不鼓励研究论文的作者引用没有对他们产生影响的论文,因为这种“修辞性”引用被认为会降低文学价值和好工作的激励。从直观上讲,一个只引用实质内容的世界看起来很有吸引力。我们认为,要求实质性引用可能会对注意力和动力分配产生被低估的后果。我们开发了一个新的基于代理的模型,其中代理引用实质性和修辞性的文章。代理首先根据其预期的质量选择要阅读的文章,阅读它们并观察它们的实际质量,受到那些足够好的文章的影响,并实质性地引用它们。接下来,代理使用任何剩余的引用槽来填充支持他们论点的文章,无论它们是否实际上有影响力。通过打开和关闭修辞引用,我们发现修辞引用增加了质量与引用之间的相关性,增加了引用的变动性,并减少了引用的不平等性。这是因为修辞引用将某些引用从一组稳定的高质量文献中重新分配到一组具有高到中等质量和高修辞价值的更动态的文献。增加参考文献列表的大小,尽管通常被视为不良趋势,但会放大这些效应。总而言之,修辞引用有助于分散注意力,并使取代现有思想更加容易,因此是否不良取决于用于判断好坏的指标。