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Updated: May 28, 2025

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Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
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Citation manipulation through citation mills and pre-print servers
Hazem Ibrahim1,2, Fengyuan Liu1,3, Yasir Zaki4
1Department of Computer Science, New York University, Abu Dhabi, UAE.
Scientific Reports
|February 14, 2025
Summary
Scientists may now purchase citations to inflate their academic impact. This study investigated citation fraud on Google Scholar, revealing new manipulation tactics and urging a move beyond simple citation counts for scientist evaluation.
Area of Science:
- Bibliometrics
- Scholarly Communication
- Research Integrity
Background:
- Citations are a key metric in evaluating scientists' careers.
- Previous research has explored self-citation and citation cartels.
- The possibility of purchasing citations remains largely unexamined.
Purpose of the Study:
- To investigate the prevalence and methods of citation fraud on Google Scholar.
- To assess the use of Google Scholar in academic evaluations.
- To determine if citations can be bought.
Main Methods:
- Compiled a dataset of approximately 1.6 million Google Scholar profiles.
- Surveyed faculty at highly-ranked universities regarding Google Scholar usage.
- Engaged a citation-boosting service to purchase citations for a fictional author.
Main Results:
- Confirmed widespread use of Google Scholar for evaluating scientists.
- Successfully purchased 50 citations for a fictional author via a third-party service.
- Identified new avenues for citation manipulation.
Conclusions:
- Citation fraud by purchasing citations is a viable, albeit unethical, practice.
- The findings highlight significant vulnerabilities in current academic evaluation systems.
- There is a critical need to develop more robust methods for assessing scientific merit beyond citation counts.
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