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Study on the impact and attention of cover papers for PLOS journals: Evidence from propensity score matching

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  • Xiaoqing Chen
  • Li Liu
  • Weichao Li
  • Meiyuan Xing
  • Xiuyang Li

Abstract

Background: Studies on the impact and attention of cover papers within open-access journals from the same publisher remain lacking. The objective of this study was to explore the effect of being featured as a cover paper on the impact and attention of papers for PLOS journals using propensity score matching (PSM). Methods: Cover and non-cover papers published in five PLOS journals (i,e., PLOS Biology, PLOS Computational Biology, PLOS Genetics, PLOS Pathogens, PLOS Neglected Tropical Diseases) between 2008 and 2017 were selected. Three scientometric indicators, citations (as scholarly impact indicator), and Altmetric attention score (AAS) and Mendeley readers (as social and academic attention indicators) of each paper were collected from altmetric.com. Two datasets were obtained via 1:2 propensity score matching: one spanning 2008–2017 for analyzing citations and reader counts, and another covering 2011–2017 for AAS analysis. Then, the Wilcoxon signed-rank test, univariate analysis, and multivariate linear regression analysis were conducted to explore the impact and attention of cover papers versus non-cover papers. Results: Among 24,080 papers, 1,760 were successfully matched for analysis of citation frequency and readership, and 1,212 were successfully matched for Altmetric attention analysis. After PSM, cover papers exhibited significantly higher citations (v = 560, P

Suggested Citation

  • Xiaoqing Chen & Li Liu & Weichao Li & Meiyuan Xing & Xiuyang Li, 2025. "Study on the impact and attention of cover papers for PLOS journals: Evidence from propensity score matching," PLOS ONE, Public Library of Science, vol. 20(8), pages 1-16, August.
    • Handle: RePEc:plo:pone00:0329773
    DOI: 10.1371/journal.pone.0329773
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