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Evaluating research and researchers by the journal impact factor: Is it better than coin flipping?

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  • Brito, Ricardo
  • Rodríguez-Navarro, Alonso

Abstract

The journal impact factor (JIF) is the average of the number of citations of the papers published in a journal, calculated according to a specific formula; it is extensively used for the evaluation of research and researchers. The method assumes that all papers in a journal have the same scientific merit, which is measured by the JIF of the publishing journal. This implies that the number of citations measures scientific merits but the JIF does not evaluate each individual paper by its own number of citations. Therefore, in the comparative evaluation of two papers, the use of the JIF implies a risk of failure, which occurs when a paper in the journal with the lower JIF is compared to another with fewer citations in the journal with the higher JIF. To quantify this risk of failure, this study calculates the failure probabilities, taking advantage of the lognormal distribution of citations. In two journals whose JIFs are ten-fold different, the failure probability is low. However, in most cases when two papers are compared, the JIFs of the journals are not so different. Then, the failure probability can be close to 0.5, which is equivalent to evaluating by coin flipping.

Suggested Citation

  • Brito, Ricardo & Rodríguez-Navarro, Alonso, 2019. "Evaluating research and researchers by the journal impact factor: Is it better than coin flipping?," Journal of Informetrics, Elsevier, vol. 13(1), pages 314-324.
    • Handle: RePEc:eee:infome:v:13:y:2019:i:1:p:314-324
    DOI: 10.1016/j.joi.2019.01.009
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    References listed on IDEAS

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    1. Rodríguez-Navarro, Alonso & Brito, Ricardo, 2018. "Double rank analysis for research assessment," Journal of Informetrics, Elsevier, vol. 12(1), pages 31-41.
    2. Milojević, Staša & Radicchi, Filippo & Bar-Ilan, Judit, 2017. "Citation success index − An intuitive pair-wise journal comparison metric," Journal of Informetrics, Elsevier, vol. 11(1), pages 223-231.
    3. Bornmann, Lutz & Williams, Richard, 2017. "Can the journal impact factor be used as a criterion for the selection of junior researchers? A large-scale empirical study based on ResearcherID data," Journal of Informetrics, Elsevier, vol. 11(3), pages 788-799.
    4. Wang, Jian & Veugelers, Reinhilde & Stephan, Paula, 2017. "Bias against novelty in science: A cautionary tale for users of bibliometric indicators," Research Policy, Elsevier, vol. 46(8), pages 1416-1436.
    5. Tahamtan, Iman & Bornmann, Lutz, 2018. "Core elements in the process of citing publications: Conceptual overview of the literature," Journal of Informetrics, Elsevier, vol. 12(1), pages 203-216.
    6. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    7. John Tregoning, 2018. "How will you judge me if not by impact factor?," Nature, Nature, vol. 558(7710), pages 345-345, June.
    8. Thelwall, Mike, 2016. "Citation count distributions for large monodisciplinary journals," Journal of Informetrics, Elsevier, vol. 10(3), pages 863-874.
    9. Lutz Bornmann & Werner Marx, 2014. "How to evaluate individual researchers working in the natural and life sciences meaningfully? A proposal of methods based on percentiles of citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 487-509, January.
    10. Éric Archambault & Vincent Larivière, 2009. "History of the journal impact factor: Contingencies and consequences," Scientometrics, Springer;Akadémiai Kiadó, vol. 79(3), pages 635-649, June.
    11. Loet Leydesdorff & Paul Wouters & Lutz Bornmann, 2016. "Professional and citizen bibliometrics: complementarities and ambivalences in the development and use of indicators—a state-of-the-art report," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 2129-2150, December.
    12. Björn Hammarfelt & Alexander D. Rushforth, 2017. "Indicators as judgment devices: An empirical study of citizen bibliometrics in research evaluation," Research Evaluation, Oxford University Press, vol. 26(3), pages 169-180.
    13. Lin Zhang & Ronald Rousseau & Gunnar Sivertsen, 2017. "Science deserves to be judged by its contents, not by its wrapping: Revisiting Seglen's work on journal impact and research evaluation," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-18, March.
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    Cited by:

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    3. Avick Kumar Dey & Pijush Kanti Dutta Pramanik & Prasenjit Choudhury & Goutam Bandopadhyay, 2021. "Distinctive author ranking using DEA indexing," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(2), pages 601-620, April.
    4. Claudiu Vasile Kifor & Ana Maria Benedek & Ioan Sîrbu & Roxana Florența Săvescu, 2023. "Institutional drivers of research productivity: a canonical multivariate analysis of Romanian public universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(4), pages 2233-2258, April.
    5. Vaupel, James W & Bergeron-Boucher, Marie-Pier & Kashnitsky, Ilya & Zarulli, Virginia, 2020. "Outsurvival as a measure of the inequality of lifespans between two populations," SocArXiv gsdkx, Center for Open Science.
    6. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2023. "Correlating article citedness and journal impact: an empirical investigation by field on a large-scale dataset," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(3), pages 1877-1894, March.
    7. Batista-Jr, Antônio de Abreu & Gouveia, Fábio Castro & Mena-Chalco, Jesús P., 2021. "Predicting the Q of junior researchers using data from the first years of publication," Journal of Informetrics, Elsevier, vol. 15(2).
    8. James W. Vaupel & Marie-Pier Bergeron-Boucher & Ilya Kashnitsky, 2021. "Outsurvival as a measure of the inequality of lifespans between two populations," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 44(35), pages 853-864.
    9. Nash Jett D. G. Reyes & Franz Kevin F. Geronimo & Heidi B. Guerra & Lee-Hyung Kim, 2023. "Bibliometric Analysis and Comprehensive Review of Stormwater Treatment Wetlands: Global Research Trends and Existing Knowledge Gaps," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
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    11. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
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