Self-Referencing and Scholarly Impact Through Stigmergic Principles
Does citing your own prior work hurt your scholarly reputation? Does it actually signal intellectual depth? My latest peer-reviewed article, published in Society (Springer), challenges the widespread assumption that academic self-referencing diminishes impact. Drawing on Pierre-Paul Grassé's 1959 stigmergy theory, originally developed to explain how termites build nests without a foreman, I found that researchers who reference their own previous work are behaving like highly effective termite workers. They are guided by what they have already built, autonomously constructing organized knowledge without centralized coordination. Analyzing 42 of the most-cited publications on human stigmergy, selected from a pool of 1,289 papers across nine languages, the regression analysis reveals a statistically significant and positive relationship between self-references and citations received from unaffiliated authors. Non-self-references, by contrast, showed no predictive power. The paper also maps how broader 'peripheral stimuli', such as journal prestige, author reputation, topic trends, account for the majority of citation variance, consistent with Grassé's framework of environmental cues guiding decentralized construction.
Key findings
Self-referencing positively predicts non-self-citations (β = 11.09, p = 0.010), contradicting the assumption that it harms academic impact.
Non-self-references showed no significant relationship with citation outcomes (β = 0.38, p = 0.611).
Stigmergy theory reframes self-referencing as a legitimate, autonomous knowledge-construction strategy rather than a manipulative citation practice.
80.7% of citation variance is attributable to peripheral stimuli -- journal prestige, author reputation and topic trends -- not referencing behavior.
The full article is freely available as Open Access via Springer. If you work in scientometrics, collective intelligence, knowledge management or science policy, I hope this study offers a useful new lens for thinking about how individual scholarly behaviors aggregate into collective knowledge. Find here a slide presentation of this paper.
