EPJ Data Sci. (2019) 8: 20
https://doi.org/10.1140/epjds/s13688-019-0199-3

Regular article

Reciprocity and impact in academic careers

¹ Department of Computer Science, University College London, London, UK
² Systemic Risk Centre, London School of Economics and Political Science, London, UK
³ London Mathematical Laboratory, London, UK

^* e-mail: g.livan@ucl.ac.uk

Received: 11 December 2018
Accepted: 20 May 2019
Published online: 29 May 2019

Abstract

The growing importance of citation-based bibliometric indicators in shaping the prospects of academic careers incentivizes scientists to boost the numbers of citations they receive. Whereas the exploitation of self-citations has been extensively documented, the impact of reciprocated citations has not yet been studied. We study reciprocity in a citation network of authors, and compare it with the average reciprocity computed in an ensemble of null network models. We show that obtaining citations through reciprocity correlates negatively with an impactful career in the long term. Nevertheless, at the aggregate level we show evidence of a steady increase in reciprocity over the years, largely fuelled by the citations reciprocated between coauthors. Our results characterize the structure of author networks in a time of increasing emphasis on citation-based indicators, and we discuss their implications towards a fairer assessment of academic impact.