Rethinking Review Citations: Impact on Scientific Integrity

Fuente: arXiv
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Main Author: Aguilar-Ruiz, Jesus S.
Format: Preprint
Published: 2025
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author Aguilar-Ruiz, Jesus S.
author_facet Aguilar-Ruiz, Jesus S.
contents The proliferation of surveys and review articles in academic journals has impacted citation metrics like impact factor and h-index, skewing evaluations of journal and researcher quality. This work investigates the implications of this trend, focusing on the field of Computer Science, where a notable increase in review publications has led to inflated citation counts and rankings. While reviews serve as valuable literature overviews, they should not overshadow the primary goal of research -to advance scientific knowledge through original contributions. We advocate for prioritizing citations of primary research in journal articles to uphold citation integrity and ensure fair recognition of substantive contributions. This approach preserves the reliability of citation-based metrics and supports genuine scientific advancement.
format Preprint
id arxiv_https___arxiv_org_abs_2504_05905
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Rethinking Review Citations: Impact on Scientific Integrity
Aguilar-Ruiz, Jesus S.
Digital Libraries
Computers and Society
The proliferation of surveys and review articles in academic journals has impacted citation metrics like impact factor and h-index, skewing evaluations of journal and researcher quality. This work investigates the implications of this trend, focusing on the field of Computer Science, where a notable increase in review publications has led to inflated citation counts and rankings. While reviews serve as valuable literature overviews, they should not overshadow the primary goal of research -to advance scientific knowledge through original contributions. We advocate for prioritizing citations of primary research in journal articles to uphold citation integrity and ensure fair recognition of substantive contributions. This approach preserves the reliability of citation-based metrics and supports genuine scientific advancement.
title Rethinking Review Citations: Impact on Scientific Integrity
topic Digital Libraries
Computers and Society
url https://arxiv.org/abs/2504.05905