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Turning the tables on citation analysis one more time: Principles for comparing sets of documents

Identifieur interne : 000B48 ( Istex/Corpus ); précédent : 000B47; suivant : 000B49

Turning the tables on citation analysis one more time: Principles for comparing sets of documents

Auteurs : Loet Leydesdorff ; Lutz Bornmann ; Rüdiger Mutz ; Tobias Opthof

Source :

RBID : ISTEX:55276D8D7981646D7131CB48DD06B8EB33FD37B9

Abstract

We submit newly developed citation impact indicators based not on arithmetic averages of citations but on percentile ranks. Citation distributions are—as a rule—highly skewed and should not be arithmetically averaged. With percentile ranks, the citation score of each paper is rated in terms of its percentile in the citation distribution. The percentile ranks approach allows for the formulation of a more abstract indicator scheme that can be used to organize and/or schematize different impact indicators according to three degrees of freedom: the selection of the reference sets, the evaluation criteria, and the choice of whether or not to define the publication sets as independent. Bibliometric data of seven principal investigators (PIs) of the Academic Medical Center of the University of Amsterdam are used as an exemplary dataset. We demonstrate that the proposed family indicators [R(6), R(100), R(6, k), R(100, k)] are an improvement on averages‐based indicators because one can account for the shape of the distributions of citations over papers.

Url:
DOI: 10.1002/asi.21534

Links to Exploration step

ISTEX:55276D8D7981646D7131CB48DD06B8EB33FD37B9

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<p>We submit newly developed citation impact indicators based not on arithmetic averages of citations but on percentile ranks. Citation distributions are—as a rule—highly skewed and should not be arithmetically averaged. With percentile ranks, the citation score of each paper is rated in terms of its percentile in the citation distribution. The percentile ranks approach allows for the formulation of a more abstract indicator scheme that can be used to organize and/or schematize different impact indicators according to three degrees of freedom: the selection of the reference sets, the evaluation criteria, and the choice of whether or not to define the publication sets as independent. Bibliometric data of seven principal investigators (PIs) of the Academic Medical Center of the University of Amsterdam are used as an exemplary dataset. We demonstrate that the proposed family indicators [
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<affiliation>Amsterdam School of Communication Research (ASCoR), University of Amsterdam, Kloveniersburgwal 48, NL‐1012 CX Amsterdam, The Netherlands</affiliation>
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<affiliation>Experimental Cardiology Group, Center for Heart Failure Research, Academic Medical Center K2‐105, 1105 AZ Amsterdam, The Netherlands</affiliation>
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