Application of the distribution of citations among publications in scientometric evaluations

The π-indicator (or πv-indicator) of a set of journal papers is equal to a hundredth of the total number of citations obtained by the elite set of publications. The number of publications in the elite set P(π) is calculated as the square root of total papers. For greater sets the following equation is used: P(πv) = (10 log P) − 10, where P is the total number of publications. For sets comprising a single or several extreme frequently cited paper, the π-index may be distorted. Therefore, a new indicator based on the distribution of citations is suggested. Accordingly, the publications are classified into citation categories, of which lower limits are given as 0, and (2n + 1), whereas the upper limits as 2n (n = 0, 2, 3, etc.). The citations distribution score (CDS) index is defined as the sum of weighted numbers of publications in the individual categories. The CDS-index increases logarithmically with the increasing number of citations. The citation distribution rate indicator is introduced by relating the actual CDS-index to the possible maximum. Several size-dependent and size-independent indicators were calculated. It has been concluded that relevant, already accepted scientometric indicators may validate novel indices through resulting in similar conclusions (“converging validation of indicators”). © 2011 Wiley Periodicals, Inc.

[1]  Peter Vinkler,et al.  Model for quantitative selection of relative scientometric impact indicators , 1996, Scientometrics.

[2]  Ramon Carbó-Dorca,et al.  A monodimensional scientific performance measure: the h index, can be substituted by simple multidimensional descriptors? , 2009 .

[3]  Peter Vinkler,et al.  Characterization of the impact of sets of scientific papers: The Garfield (impact) factor , 2004, J. Assoc. Inf. Sci. Technol..

[4]  J. E. Hirsch,et al.  An index to quantify an individual's scientific research output , 2005, Proc. Natl. Acad. Sci. USA.

[5]  Filippo Radicchi,et al.  On the fairness of using relative indicators for comparing citation performance in different disciplines , 2009, Archivum Immunologiae et Therapiae Experimentalis.

[6]  Claudio Castellano,et al.  Universality of citation distributions: Toward an objective measure of scientific impact , 2008, Proceedings of the National Academy of Sciences.

[7]  Peter Vinkler,et al.  The π-index: a new indicator for assessing scientific impact , 2009, J. Inf. Sci..

[8]  Patricia A. Hooten,et al.  Information science and scientists: JASIS, 1972–1990 , 1992 .

[9]  Juan E. Iglesias,et al.  Scaling the h-index for different scientific ISI fields , 2006, Scientometrics.

[10]  Peter Vinkler,et al.  Comparative investigation of frequency and strength of motives toward referencing. The reference threshold model , 1998, Scientometrics.

[11]  Michael Schreiber,et al.  A case study of the Hirsch index for 26 non‐prominent physicists , 2007, 0708.0120.

[12]  John Weiner,et al.  Letter to the Editor , 1992, SIGIR Forum.

[13]  Per Ottar Seglen,et al.  Causal relationship between article citedness and journal impact , 1994 .

[14]  Peter Vinkler Scientometrics and scientometricians in 2011 , 2011, J. Assoc. Inf. Sci. Technol..

[15]  Michael Schreiber,et al.  Twenty Hirsch index variants and other indicators giving more or less preference to highly cited papers , 2010, ArXiv.

[16]  Reinier Plomp,et al.  The highly cited papers of professors as an indicator of a research group's scientific performance , 1994, Scientometrics.

[17]  Yang Tao,et al.  A Study on Development Planning for Management Science and Engineering , 2006 .

[18]  Michael Schreiber,et al.  The influence of self-citation corrections on Egghe’s g index , 2007, Scientometrics.

[19]  Michael Schreiber,et al.  Fractionalized counting of publications for the g-Index , 2009, J. Assoc. Inf. Sci. Technol..

[20]  Paul Bourke,et al.  Publication types, citation rates and evaluation , 1996, Scientometrics.

[21]  L. Egghe,et al.  Theory and practise of the g-index , 2006, Scientometrics.

[22]  Peter Vinkler,et al.  The Evaluation of Research by Scientometric Indicators , 2010 .

[23]  D. Aksnes CHARACTERISTICS OF HIGHLY CITED PAPERS , 2003 .

[24]  Wolfgang Glänzel,et al.  Hirsch-type characteristics of the tail of distributions. The generalised h-index , 2010, J. Informetrics.

[25]  Wolfgang Glänzel,et al.  The application of characteristic scores and scales to the evaluation and ranking of scientific journals , 2011, J. Inf. Sci..

[26]  Michael Schreiber,et al.  An empirical investigation of the g-index for 26 physicists in comparison with the h-index, the A-index, and the R-index , 2008, J. Assoc. Inf. Sci. Technol..

[27]  Wolfgang Glänzel,et al.  On some new bibliometric applications of statistics related to the h-index , 2008, Scientometrics.

[28]  Reinier Plomp,et al.  The significance of the number of highly cited papers as an indicator of scientific prolificacy , 1990, Scientometrics.

[29]  Lutz Bornmann,et al.  A multilevel meta-analysis of studies reporting correlations between the h index and 37 different h index variants , 2011, J. Informetrics.

[30]  Wolfgang Glänzel,et al.  A Hirsch-type index for journals , 2006, Scientometrics.

[31]  Elizabeth S. Vieira,et al.  Citations to scientific articles: Its distribution and dependence on the article features , 2010, J. Informetrics.

[32]  W. Glänzel SOME NEW APPLICATIONS OF THE H-INDEX* , 2007 .

[33]  Michael Schreiber An empirical investigation of the g-index for 26 physicists in comparison with the h-index, the A-index, and the R-index , 2008 .

[34]  Per O. Seglen,et al.  The Skewness of Science , 1992, J. Am. Soc. Inf. Sci..

[35]  Lutz Bornmann,et al.  Are there better indices for evaluation purposes than the h index? A comparison of nine different variants of the h index using data from biomedicine , 2008, J. Assoc. Inf. Sci. Technol..

[36]  Peter Vinkler Introducing the Current Contribution Index for characterizing the recent, relevant impact of journals , 2009, Scientometrics.

[37]  Leo Egghe,et al.  Mathematical relations of the h-index with other impact measures in a Lotkaian framework , 2011, Math. Comput. Model..

[38]  Peter Vinkler,et al.  An attempt of surveying and classifying bibliometric indicators for scientometric purposes , 1988, Scientometrics.

[39]  Peter Vinkler,et al.  Relations of relative scientometric impact indicators. The relative publication strategy index , 1997, Scientometrics.

[40]  N. Mohaghegh,et al.  WHY THE IMPACT FACTOR OF JOURNALS SHOULD NOT BE USED FOR EVALUATING RESEARCH , 2005 .

[41]  Wolfgang Glänzel,et al.  A systematic analysis of Hirsch-type indices for journals , 2007, J. Informetrics.

[42]  Eugene Garfield,et al.  New factors in the evaluation of scientific literature through citation indexing , 1963 .

[43]  R J Read,et al.  Crystallography & NMR system: A new software suite for macromolecular structure determination. , 1998, Acta crystallographica. Section D, Biological crystallography.

[44]  Peter Vinkler,et al.  The πv-index: a new indicator to characterize the impact of journals , 2010, Scientometrics.

[45]  Ben R. Martin,et al.  II. The scientific performance of the CERN accelerators , 1984 .

[46]  E. Garfield Significant journals of science , 1976, Nature.

[47]  Stephen Cole,et al.  Social Stratification in Science , 1974 .

[48]  R. Rousseau,et al.  The R- and AR-indices: Complementing the h-index , 2007 .

[49]  Michael E. D. Koenig,et al.  Bibliometric indicators versus expert opinion in assessing research performance , 1983, J. Am. Soc. Inf. Sci..

[50]  Peter Vinkler,et al.  The ź-index , 2009 .

[51]  Michel Zitt,et al.  Modifying the journal impact factor by fractional citation weighting: The audience factor , 2008, J. Assoc. Inf. Sci. Technol..

[52]  Gabriel Pinski,et al.  Structure of the Biomedical Literature , 1976, J. Am. Soc. Inf. Sci..

[53]  P. Gross,et al.  COLLEGE LIBRARIES AND CHEMICAL EDUCATION. , 1927, Science.

[54]  Lutz Bornmann,et al.  Further steps towards an ideal method of measuring citation performance: The avoidance of citation (ratio) averages in field-normalization , 2011, J. Informetrics.

[55]  Peter Vinkler,et al.  An attempt for defining some basic categories of scientometrics and classifying the indicators of evaluative scientometrics , 2001, Scientometrics.

[56]  John Panaretos,et al.  Assessing scientific research performance and impact with single indices , 2008, Scientometrics.

[57]  Carl T. Bergstrom Eigenfactor Measuring the value and prestige of scholarly journals , 2007 .