IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v127y2022i7d10.1007_s11192-022-04372-z.html
   My bibliography  Save this article

Superior identification index: Quantifying the capability of academic journals to recognize good research

Author

Listed:
  • Tian-Yuan Huang

    (National Science Library, Chinese Academy of Sciences)

  • Liying Yang

    (National Science Library, Chinese Academy of Sciences)

Abstract

In this paper we present “superior identification index” (SII), a metric to quantify the capability of academic journals to recognize top papers restricted by specific time window and study field. Intuitively, SII is the percentage of papers from a journal in the top p% papers in the field. SII provides flexible framework to make trade-offs on journal quality and quantity, as p rises it puts more weight on quantity and less weight on quality. Concerns on the p selection are discussed, and extended metrics of SII, including superior identification efficiency (SIE) and paper rank percentile (PRP), were proposed to sketch other dimensions of journal performance. Based on bibliometric data from ecological field, we find that as p increases, the correlation between SIE and JIF first rises then drops, indicating that JIF might most likely reflect “how well a journal identifies the top 26–34% papers in the field”. Hopefully, the new proposed SII metric and its extensions could promote the quality awareness and provide flexible tools for research evaluation.

Suggested Citation

  • Tian-Yuan Huang & Liying Yang, 2022. "Superior identification index: Quantifying the capability of academic journals to recognize good research," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 4023-4043, July.
    • Handle: RePEc:spr:scient:v:127:y:2022:i:7:d:10.1007_s11192-022-04372-z
    DOI: 10.1007/s11192-022-04372-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-022-04372-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11192-022-04372-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Lutz Bornmann, 2014. "How are excellent (highly cited) papers defined in bibliometrics? A quantitative analysis of the literature," Research Evaluation, Oxford University Press, vol. 23(2), pages 166-173.
    3. Mingers, John & Yang, Liying, 2017. "Evaluating journal quality: A review of journal citation indicators and ranking in business and management," European Journal of Operational Research, Elsevier, vol. 257(1), pages 323-337.
    4. Loet Leydesdorff & Lutz Bornmann, 2011. "Integrated impact indicators compared with impact factors: An alternative research design with policy implications," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(11), pages 2133-2146, November.
    5. George A. Lozano & Vincent Larivière & Yves Gingras, 2012. "The weakening relationship between the impact factor and papers' citations in the digital age," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(11), pages 2140-2145, November.
    6. González-Pereira, Borja & Guerrero-Bote, Vicente P. & Moya-Anegón, Félix, 2010. "A new approach to the metric of journals’ scientific prestige: The SJR indicator," Journal of Informetrics, Elsevier, vol. 4(3), pages 379-391.
    7. Robert J. W. Tijssen & Martijn S. Visser & Thed N. van Leeuwen, 2002. "Benchmarking international scientific excellence: Are highly cited research papers an appropriate frame of reference?," Scientometrics, Springer;Akadémiai Kiadó, vol. 54(3), pages 381-397, July.
    8. Uddin, Shahadat & Khan, Arif, 2016. "The impact of author-selected keywords on citation counts," Journal of Informetrics, Elsevier, vol. 10(4), pages 1166-1177.
    9. George A. Lozano & Vincent Larivière & Yves Gingras, 2012. "The weakening relationship between the impact factor and papers' citations in the digital age," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(11), pages 2140-2145, November.
    10. Erjen Van Nierop, 2009. "Why do statistics journals have low impact factors?," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 63(1), pages 52-62, February.
    11. Dag W. Aksnes & Liv Langfeldt & Paul Wouters, 2019. "Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories," SAGE Open, , vol. 9(1), pages 21582440198, February.
    12. Waltman, Ludo & van Eck, Nees Jan & van Leeuwen, Thed N. & Visser, Martijn S., 2013. "Some modifications to the SNIP journal impact indicator," Journal of Informetrics, Elsevier, vol. 7(2), pages 272-285.
    13. Thed N. van Leeuwen & Henk F. Moed, 2002. "Development and application of journal impact measures in the Dutch science system," Scientometrics, Springer;Akadémiai Kiadó, vol. 53(2), pages 249-266, February.
    14. Bornmann, Lutz & Schier, Hermann & Marx, Werner & Daniel, Hans-Dieter, 2012. "What factors determine citation counts of publications in chemistry besides their quality?," Journal of Informetrics, Elsevier, vol. 6(1), pages 11-18.
    15. H. F. Moed & Th. N. Van Leeuwen, 1995. "Improving the accuracy of institute for scientific information's journal impact factors," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 46(6), pages 461-467, July.
    16. Lei Lei & Yunmei Sun, 2020. "Should highly cited items be excluded in impact factor calculation? The effect of review articles on journal impact factor," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(3), pages 1697-1706, March.
    17. Mutz, Rüdiger & Daniel, Hans-Dieter, 2012. "Skewed citation distributions and bias factors: Solutions to two core problems with the journal impact factor," Journal of Informetrics, Elsevier, vol. 6(2), pages 169-176.
    18. Huang, Ding-wei, 2016. "Positive correlation between quality and quantity in academic journals," Journal of Informetrics, Elsevier, vol. 10(2), pages 329-335.
    19. Juan Miguel Campanario, 2011. "Empirical study of journal impact factors obtained using the classical two-year citation window versus a five-year citation window," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(1), pages 189-204, April.
    20. Ewen Callaway, 2016. "Beat it, impact factor! Publishing elite turns against controversial metric," Nature, Nature, vol. 535(7611), pages 210-211, July.
    21. Richard Van Noorden, 2016. "Controversial impact factor gets a heavyweight rival," Nature, Nature, vol. 540(7633), pages 325-326, December.
    22. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Waltman, Ludo, 2016. "A review of the literature on citation impact indicators," Journal of Informetrics, Elsevier, vol. 10(2), pages 365-391.
    2. Zhesi Shen & Liying Yang & Zengru Di & Jinshan Wu, 2019. "Large enough sample size to rank two groups of data reliably according to their means," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(2), pages 653-671, February.
    3. 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.
    4. Mingers, John & Yang, Liying, 2017. "Evaluating journal quality: A review of journal citation indicators and ranking in business and management," European Journal of Operational Research, Elsevier, vol. 257(1), pages 323-337.
    5. Mingers, John & Leydesdorff, Loet, 2015. "A review of theory and practice in scientometrics," European Journal of Operational Research, Elsevier, vol. 246(1), pages 1-19.
    6. Juan Gorraiz & Ursula Ulrych & Wolfgang Glänzel & Wenceslao Arroyo-Machado & Daniel Torres-Salinas, 2022. "Measuring the excellence contribution at the journal level: an alternative to Garfield’s impact factor," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7229-7251, December.
    7. Yves Fassin, 2021. "Does the Financial Times FT50 journal list select the best management and economics journals?," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5911-5943, July.
    8. Michael McAleer & Judit Olah & Jozsef Popp, 2018. "Pros and Cons of the Impact Factor in a Rapidly Changing Digital World," Tinbergen Institute Discussion Papers 18-014/III, Tinbergen Institute.
    9. Brito, Ricardo & Rodríguez-Navarro, Alonso, 2018. "Research assessment by percentile-based double rank analysis," Journal of Informetrics, Elsevier, vol. 12(1), pages 315-329.
    10. Ruben Miranda & Esther Garcia-Carpintero, 2019. "Comparison of the share of documents and citations from different quartile journals in 25 research areas," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(1), pages 479-501, October.
    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. Drivas, Kyriakos & Kremmydas, Dimitris, 2020. "The Matthew effect of a journal's ranking," Research Policy, Elsevier, vol. 49(4).
    13. Lin Feng & Jian Zhou & Sheng-Lan Liu & Ning Cai & Jie Yang, 2020. "Analysis of journal evaluation indicators: an experimental study based on unsupervised Laplacian score," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 233-254, July.
    14. 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.
    15. Zsolt Kohus & Márton Demeter & László Kun & Eszter Lukács & Katalin Czakó & Gyula Péter Szigeti, 2022. "A Study of the Relation between Byline Positions of Affiliated/Non-Affiliated Authors and the Scientific Impact of European Universities in Times Higher Education World University Rankings," Sustainability, MDPI, vol. 14(20), pages 1-14, October.
    16. Mingkun Wei, 2020. "Research on impact evaluation of open access journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(2), pages 1027-1049, February.
    17. Yurij L. Katchanov & Yulia V. Markova, 2017. "The “space of physics journals”: topological structure and the Journal Impact Factor," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(1), pages 313-333, October.
    18. Zhang, Fang & Wu, Shengli, 2020. "Predicting future influence of papers, researchers, and venues in a dynamic academic network," Journal of Informetrics, Elsevier, vol. 14(2).
    19. Currie, Russell R. & Pandher, Gurupdesh S., 2020. "Finance journal rankings: Active scholar assessment revisited," Journal of Banking & Finance, Elsevier, vol. 111(C).
    20. Loet Leydesdorff & Lutz Bornmann & Jonathan Adams, 2019. "The integrated impact indicator revisited (I3*): a non-parametric alternative to the journal impact factor," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(3), pages 1669-1694, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:127:y:2022:i:7:d:10.1007_s11192-022-04372-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.