Citation manipulation through citation mills and pre-print servers

Hazem Ibrahim, Fengyuan Liu, Yasir Zaki, Talal Rahwan

Research output: Contribution to journalArticlepeer-review

Abstract

Citations are widely considered in scientists’ evaluation. As such, scientists may be incentivized to inflate their citation counts. While previous literature has examined self-citations and citation cartels, it remains unclear whether scientists can purchase citations. Here, we compile a dataset of ~1.6 million profiles on Google Scholar to examine instances of citation fraud on the platform. We survey faculty at highly-ranked universities, and confirm that Google Scholar is widely used when evaluating scientists. We then engage with a citation-boosting service, and manage to purchase 50 citations while assuming the identity of a fictional author. Taken as a whole, our findings bring to light new forms of citation manipulation, and emphasize the need to look beyond citation counts.

Original languageEnglish (US)
Article number5480
JournalScientific reports
Volume15
Issue number1
DOIs
StatePublished - Dec 2025

ASJC Scopus subject areas

  • General

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