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Expert-based versus citation-based ranking of scholarly and scientific publication channels

Author

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  • Saarela, Mirka
  • Kärkkäinen, Tommi
  • Lahtonen, Tommi
  • Rossi, Tuomo

Abstract

The Finnish publication channel quality ranking system was established in 2010. The system is expert-based, where separate panels decide and update the rankings of a set of publications channels allocated to them. The aggregated rankings have a notable role in the allocation of public resources into universities. The purpose of this article is to analyze this national ranking system. The analysis is mainly based on two publicly available databases containing the publication source information and the actual national publication activity information. Using citation-based indicators and other available information with association rule mining, decision trees, and confusion matrices, it is shown that most of the expert-based rankings can be predicted and explained using automatically constructed reference models. Publication channels, for which the Finnish expert-based rank is higher than the estimated one, are mainly characterized by higher publication activity or recent upgrade of the rank. Such findings emphasize the importance of openness of information on a ranking system, with its multifaceted evaluation.

Suggested Citation

  • Saarela, Mirka & Kärkkäinen, Tommi & Lahtonen, Tommi & Rossi, Tuomo, 2016. "Expert-based versus citation-based ranking of scholarly and scientific publication channels," Journal of Informetrics, Elsevier, vol. 10(3), pages 693-718.
    • Handle: RePEc:eee:infome:v:10:y:2016:i:3:p:693-718
    DOI: 10.1016/j.joi.2016.03.004
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    4. Emanuel Kulczycki & Ewa A. Rozkosz, 2017. "Does an expert-based evaluation allow us to go beyond the Impact Factor? Experiences from building a ranking of national journals in Poland," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 417-442, April.
    5. Saarela, Mirka & Kärkkäinen, Tommi, 2020. "Can we automate expert-based journal rankings? Analysis of the Finnish publication indicator," Journal of Informetrics, Elsevier, vol. 14(2).
    6. Johan Lyhagen & Per Ahlgren, 2020. "Uncertainty and the ranking of economics journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2545-2560, December.
    7. Fernandez Martinez, Roberto & Lostado Lorza, Ruben & Santos Delgado, Ana Alexandra & Piedra, Nelson, 2021. "Use of classification trees and rule-based models to optimize the funding assignment to research projects: A case study of UTPL," Journal of Informetrics, Elsevier, vol. 15(1).
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    9. Kulczycki, Emanuel & Korzeń, Marcin & Korytkowski, Przemysław, 2017. "Toward an excellence-based research funding system: Evidence from Poland," Journal of Informetrics, Elsevier, vol. 11(1), pages 282-298.
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