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Introducing a bibliometric index based on factor analysis

Author

Listed:
  • Pilar Valderrama

    (University of Granada)

  • Evaristo Jiménez-Contreras

    (University of Granada)

  • Manuel Escabias

    (University of Granada)

  • Mariano J. Valderrama

    (Campus Cartuja, University of Granada)

Abstract

This work applies a factor analysis with VARIMAX rotation to develop a bibliometric indicator, named the Weighted Factor Index, in order to derive a new classification for journals belonging to a certain category, alternative to the one provided by the Journal Impact Factor. For this, 16 metrics from three different databases (Web of Science, Scopus and SCImago Journal Rank) are considered. The Weighed Factor Index entails the advantage of incorporating and summarizing information from all the indicators; so as to test its performance, it was applied to rank journals belonging to the category Information Science & Library Science.

Suggested Citation

  • Pilar Valderrama & Evaristo Jiménez-Contreras & Manuel Escabias & Mariano J. Valderrama, 2022. "Introducing a bibliometric index based on factor analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(1), pages 509-522, January.
    • Handle: RePEc:spr:scient:v:127:y:2022:i:1:d:10.1007_s11192-021-04195-4
    DOI: 10.1007/s11192-021-04195-4
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    References listed on IDEAS

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