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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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    1. Bornmann, Lutz & Marx, Werner & Schier, Hermann & Rahm, Erhard & Thor, Andreas & Daniel, Hans-Dieter, 2009. "Convergent validity of bibliometric Google Scholar data in the field of chemistry—Citation counts for papers that were accepted by Angewandte Chemie International Edition or rejected but published els," Journal of Informetrics, Elsevier, vol. 3(1), pages 27-35.
    2. Auranen, Otto & Nieminen, Mika, 2010. "University research funding and publication performance--An international comparison," Research Policy, Elsevier, vol. 39(6), pages 822-834, July.
    3. Jerome K. Vanclay & Lutz Bornmann, 2012. "Metrics to evaluate research performance in academic institutions: a critique of ERA 2010 as applied in forestry and the indirect H2 index as a possible alternative," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 751-771, June.
    4. Per Ahlgren & Cristian Colliander & Olle Persson, 2012. "Field normalized citation rates, field normalized journal impact and Norwegian weights for allocation of university research funds," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(3), pages 767-780, September.
    5. Serenko, Alexander & Dohan, Michael, 2011. "Comparing the expert survey and citation impact journal ranking methods: Example from the field of Artificial Intelligence," Journal of Informetrics, Elsevier, vol. 5(4), pages 629-648.
    6. Chang, Chia-Lin & McAleer, Michael & Oxley, Les, 2013. "Coercive journal self citations, impact factor, Journal Influence and Article Influence," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 93(C), pages 190-197.
    7. Seiler, Christian & Wohlrabe, Klaus, 2014. "How robust are journal rankings based on the impact factor? Evidence from the economic sciences," Journal of Informetrics, Elsevier, vol. 8(4), pages 904-911.
    8. Ahlgren, Per & Waltman, Ludo, 2014. "The correlation between citation-based and expert-based assessments of publication channels: SNIP and SJR vs. Norwegian quality assessments," Journal of Informetrics, Elsevier, vol. 8(4), pages 985-996.
    9. Vanclay, Jerome K., 2011. "An evaluation of the Australian Research Council's journal ranking," Journal of Informetrics, Elsevier, vol. 5(2), pages 265-274.
    10. Johan Bollen & Herbert Van de Sompel & Aric Hagberg & Ryan Chute, 2009. "A Principal Component Analysis of 39 Scientific Impact Measures," PLOS ONE, Public Library of Science, vol. 4(6), pages 1-11, June.
    11. Franceschet, Massimo, 2010. "The difference between popularity and prestige in the sciences and in the social sciences: A bibliometric analysis," Journal of Informetrics, Elsevier, vol. 4(1), pages 55-63.
    12. Barbara Good & Niki Vermeulen & Brigitte Tiefenthaler & Erik Arnold, 2015. "Counting quality? The Czech performance-based research funding system," Research Evaluation, Oxford University Press, vol. 24(2), pages 91-105.
    13. Fairclough, Ruth & Thelwall, Mike, 2015. "More precise methods for national research citation impact comparisons," Journal of Informetrics, Elsevier, vol. 9(4), pages 895-906.
    14. Moed, Henk F., 2010. "Measuring contextual citation impact of scientific journals," Journal of Informetrics, Elsevier, vol. 4(3), pages 265-277.
    15. Gunnar Sivertsen & Birger Larsen, 2012. "Comprehensive bibliographic coverage of the social sciences and humanities in a citation index: an empirical analysis of the potential," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(2), pages 567-575, May.
    16. Abramo, Giovanni & D’Angelo, Ciriaco Andrea, 2015. "Evaluating university research: Same performance indicator, different rankings," Journal of Informetrics, Elsevier, vol. 9(3), pages 514-525.
    17. Guerrero-Bote, Vicente P. & Moya-Anegón, Félix, 2012. "A further step forward in measuring journals’ scientific prestige: The SJR2 indicator," Journal of Informetrics, Elsevier, vol. 6(4), pages 674-688.
    18. Butler, Linda, 2003. "Explaining Australia's increased share of ISI publications--the effects of a funding formula based on publication counts," Research Policy, Elsevier, vol. 32(1), pages 143-155, January.
    19. 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.
    20. Hicks, Diana, 2012. "Performance-based university research funding systems," Research Policy, Elsevier, vol. 41(2), pages 251-261.
    21. Jerome K. Vanclay, 2012. "Impact factor: outdated artefact or stepping-stone to journal certification?," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(2), pages 211-238, August.
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    3. Walters, William H., 2017. "Do subjective journal ratings represent whole journals or typical articles? Unweighted or weighted citation impact?," Journal of Informetrics, Elsevier, vol. 11(3), pages 730-744.
    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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