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166   Becoming Metric-Wise


          more than 11 times less than 31.427, the highest impact factor in the sub-
          ject category Neurosciences. For comparison, the latter category also has a
          journal with impact factor of 2.833, which is ranked 123rd. This example
          illustrates that impact factors cannot be compared across fields, because dif-
          ferent fields have different citation habits (number of references, age of
          references) and are not always covered as well in international databases.
          Hence, if one wants to compare impact factors across fields, normalization
          is called for. Normalizing JIFs with respect to a field or domain is done in
          two fundamentally different ways: normalization on the cited side or
          normalization on the citing side (Moed, 2010; Zitt & Small, 2008). The
          normalization process goes through the following steps.
          1. One determines an average number of citations per article (in other
             words: an impact factor is calculated).
          2. One determines the field or domain to which the journal belongs.
             This is a problem in itself on which we do not dwell further now.
          3. The actual normalization step:
             a. Normalization on the cited side. In this approach a journal’s field is
                determined by some classification scheme. Then one determines
                the average number of citations in the journals’ field or domain and
                applies a correction based on this average. The simplest way to do
                this is by taking the ratio of the journal’s impact and that of its field.
             b. Normalization on the citing side. Here a journal’s field is deter-
                mined by the journal itself (see further when we discuss the audi-
                ence factor and the source-normalized impact per paper (SNIP)
                indicator). One determines the average number of references in
                the journal’s field or domain (a kind of citation potential). Then a
                correction factor is determined based on this citation potential.
             Normalization on the cited side is done in the MOCR (Mean Observed
          Citation Rate) (Braun & Gla ¨nzel, 1990), the earlier CWTS crown indicator
          (van Raan, 2004a) and the MNCS (Mean Normalized Citation Score) indi-
          cator (Waltman et al., 2011a,b). Normalization on the citing side is done
          when calculating the audience factor (Zitt & Small, 2008) or the SNIP index,
          in its original and revised version (Moed, 2010; Waltman et al., 2013). Most
          of these indicators are discussed further on in this chapter or in this book.


          6.7.3 Meta-Journal Indicators (Egghe and Rousseau, 1996a,b)
          Indicators such as the JIFs presented above are actually indicators for sets
          of publications and corresponding citations. So, it is also possible to
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