Abstract
An analysis of journals’ rankings based on five commonly used bibliometric indicators (impact factor, article influence score, SNIP, SJR, and H-index) has been conducted. It is shown that despite the high correlation, these single-indicator-based rankings are not identical. Therefore, new approach to ranking academic journals is proposed based on the aggregation of single bibliometric indicators using several ordinal aggregation procedures. In particular, we use the threshold procedure, which allows to reduce opportunities for manipulations.
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Notes
- 1.
This product is based on another Thomson database, Web of Science (WoS). WoS contains citation data on an individual paper level, while JCR aggregates citation indicators for journals as a whole.
- 2.
http://www.journalmetrics.com/values.php. As of 2013 “optimized” values of SNIP (the so-called SNIP2) are published. We use older version of SNIP intentionally, since it has already been tested for a while by the academic community. The latest published data are the values for the first half of 2013. The same is to be said about SJR (see below).
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Acknowledgements
This study comprises research findings from the “Constructing Rankings by Social Choice methods” project (grant No 12-05-0036, years 2012–2013) carried out within The National Research University Higher School of Economics’ Academic Fund Program. The work was partially financed by the International Laboratory of Decision Choice and Analysis (DeCAn Lab) as a part of project 93.0 (2013) within the Program for Fundamental Research of the National Research University Higher School of Economics.
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Aleskerov, F.T., Boriskova, A.M., Pislyakov, V.V., Yakuba, V.I. (2016). Ranking Journals in Sociology, Education, and Public Administration by Social Choice Theory Methods. In: Petrosyan, L., Mazalov, V. (eds) Recent Advances in Game Theory and Applications. Static & Dynamic Game Theory: Foundations & Applications. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-43838-2_1
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