Document (#35142)

Author
Bletsas, A.
Sahalos, J.N.
Title
Hirsch index rankings require scaling and higher moment
Source
Journal of the American Society for Information Science and Technology. 60(2009) no.12, S.2577-2586
Year
2009
Abstract
Simple bibliometric indicators, such as average number of citations per publication per researcher, or the recently proposed Hirsch index (h-index), are nowadays tracked by online repositories, including Web of Science (WOS), and often affect critical decision making. This work proposes appropriate scaling of the h-index based on its probability distribution that is calculated for any underlying citation distribution. The proposed approach outperforms existing index estimation models that have focused on the expected value only (i.e., first moment). Furthermore, it is shown that average number of citations per publication per scientific field, total number of publications per researcher, as well as researcher's h-index measured value, expected value, and standard deviation constitute the minimum information required for meaningful h-index ranking campaigns; otherwise contradicting ranking results emerge. This work may potentially shed light to (current or future) large-scale, h-index-based bibliometric evaluations.
Theme
Informetrie
Object
h-Index

Similar documents (content)

  1. Schreiber, M.: ¬An empirical investigation of the g-index for 26 physicists in comparison with the h-index, the A-index, and the R-index (2008) 0.23
    0.23009752 = sum of:
      0.23009752 = product of:
        0.82177687 = sum of:
          0.029943189 = weight(abstract_txt:proposed in 1968) [ClassicSimilarity], result of:
            0.029943189 = score(doc=1968,freq=1.0), product of:
              0.10393978 = queryWeight, product of:
                1.262404 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.017862704 = queryNorm
              0.2880821 = fieldWeight in 1968, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.08060105 = weight(abstract_txt:citations in 1968) [ClassicSimilarity], result of:
            0.08060105 = score(doc=1968,freq=3.0), product of:
              0.13945577 = queryWeight, product of:
                1.4622637 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.017862704 = queryNorm
              0.5779686 = fieldWeight in 1968, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.053598754 = weight(abstract_txt:distribution in 1968) [ClassicSimilarity], result of:
            0.053598754 = score(doc=1968,freq=1.0), product of:
              0.1532332 = queryWeight, product of:
                1.5327944 = boost
                5.596568 = idf(docFreq=445, maxDocs=44218)
                0.017862704 = queryNorm
              0.3497855 = fieldWeight in 1968, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.596568 = idf(docFreq=445, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.06311746 = weight(abstract_txt:average in 1968) [ClassicSimilarity], result of:
            0.06311746 = score(doc=1968,freq=1.0), product of:
              0.17087667 = queryWeight, product of:
                1.6186347 = boost
                5.90999 = idf(docFreq=325, maxDocs=44218)
                0.017862704 = queryNorm
              0.36937436 = fieldWeight in 1968, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.90999 = idf(docFreq=325, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.05606951 = weight(abstract_txt:number in 1968) [ClassicSimilarity], result of:
            0.05606951 = score(doc=1968,freq=3.0), product of:
              0.12533073 = queryWeight, product of:
                1.6977819 = boost
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.017862704 = queryNorm
              0.44737238 = fieldWeight in 1968, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.19187686 = weight(abstract_txt:hirsch in 1968) [ClassicSimilarity], result of:
            0.19187686 = score(doc=1968,freq=1.0), product of:
              0.35858998 = queryWeight, product of:
                2.3448038 = boost
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.017862704 = queryNorm
              0.53508705 = fieldWeight in 1968, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
          0.34657007 = weight(abstract_txt:index in 1968) [ClassicSimilarity], result of:
            0.34657007 = score(doc=1968,freq=7.0), product of:
              0.44133103 = queryWeight, product of:
                5.202591 = boost
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.017862704 = queryNorm
              0.78528374 = fieldWeight in 1968, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.0625 = fieldNorm(doc=1968)
        0.28 = coord(7/25)
    
  2. Arencibia-Jorge, R.; Barrios-Almaguer, I.; Fernández-Hernández, S.; Carvajal-Espino, R.: Applying successive H indices in the institutional evaluation : a case study (2008) 0.23
    0.22990362 = sum of:
      0.22990362 = product of:
        0.95793176 = sum of:
          0.020879908 = weight(abstract_txt:work in 1348) [ClassicSimilarity], result of:
            0.020879908 = score(doc=1348,freq=1.0), product of:
              0.07043613 = queryWeight, product of:
                1.0392145 = boost
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.017862704 = queryNorm
              0.29643747 = fieldWeight in 1348, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
          0.10910051 = weight(abstract_txt:researcher's in 1348) [ClassicSimilarity], result of:
            0.10910051 = score(doc=1348,freq=1.0), product of:
              0.16833882 = queryWeight, product of:
                1.1360164 = boost
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.017862704 = queryNorm
              0.64810073 = fieldWeight in 1348, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
          0.037428986 = weight(abstract_txt:proposed in 1348) [ClassicSimilarity], result of:
            0.037428986 = score(doc=1348,freq=1.0), product of:
              0.10393978 = queryWeight, product of:
                1.262404 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.017862704 = queryNorm
              0.36010262 = fieldWeight in 1348, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
          0.12385085 = weight(abstract_txt:researcher in 1348) [ClassicSimilarity], result of:
            0.12385085 = score(doc=1348,freq=1.0), product of:
              0.2308035 = queryWeight, product of:
                1.8811727 = boost
                6.8685737 = idf(docFreq=124, maxDocs=44218)
                0.017862704 = queryNorm
              0.5366073 = fieldWeight in 1348, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.8685737 = idf(docFreq=124, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
          0.33919352 = weight(abstract_txt:hirsch in 1348) [ClassicSimilarity], result of:
            0.33919352 = score(doc=1348,freq=2.0), product of:
              0.35858998 = queryWeight, product of:
                2.3448038 = boost
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.017862704 = queryNorm
              0.94590914 = fieldWeight in 1348, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
          0.327478 = weight(abstract_txt:index in 1348) [ClassicSimilarity], result of:
            0.327478 = score(doc=1348,freq=4.0), product of:
              0.44133103 = queryWeight, product of:
                5.202591 = boost
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.017862704 = queryNorm
              0.74202347 = fieldWeight in 1348, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.078125 = fieldNorm(doc=1348)
        0.24 = coord(6/25)
    
  3. Visscher, A. De: What does the g-index really measure? (2011) 0.22
    0.21712434 = sum of:
      0.21712434 = product of:
        0.9046848 = sum of:
          0.15429142 = weight(abstract_txt:researcher's in 1053) [ClassicSimilarity], result of:
            0.15429142 = score(doc=1053,freq=2.0), product of:
              0.16833882 = queryWeight, product of:
                1.1360164 = boost
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.017862704 = queryNorm
              0.91655284 = fieldWeight in 1053, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
          0.057943285 = weight(abstract_txt:publication in 1053) [ClassicSimilarity], result of:
            0.057943285 = score(doc=1053,freq=1.0), product of:
              0.1390951 = queryWeight, product of:
                1.4603716 = boost
                5.3321366 = idf(docFreq=580, maxDocs=44218)
                0.017862704 = queryNorm
              0.41657317 = fieldWeight in 1053, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3321366 = idf(docFreq=580, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
          0.082263105 = weight(abstract_txt:citations in 1053) [ClassicSimilarity], result of:
            0.082263105 = score(doc=1053,freq=2.0), product of:
              0.13945577 = queryWeight, product of:
                1.4622637 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.017862704 = queryNorm
              0.5898867 = fieldWeight in 1053, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
          0.08983751 = weight(abstract_txt:bibliometric in 1053) [ClassicSimilarity], result of:
            0.08983751 = score(doc=1053,freq=1.0), product of:
              0.18632947 = queryWeight, product of:
                1.6902394 = boost
                6.1714344 = idf(docFreq=250, maxDocs=44218)
                0.017862704 = queryNorm
              0.4821433 = fieldWeight in 1053, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.1714344 = idf(docFreq=250, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
          0.0572257 = weight(abstract_txt:number in 1053) [ClassicSimilarity], result of:
            0.0572257 = score(doc=1053,freq=2.0), product of:
              0.12533073 = queryWeight, product of:
                1.6977819 = boost
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.017862704 = queryNorm
              0.4565975 = fieldWeight in 1053, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
          0.46312377 = weight(abstract_txt:index in 1053) [ClassicSimilarity], result of:
            0.46312377 = score(doc=1053,freq=8.0), product of:
              0.44133103 = queryWeight, product of:
                5.202591 = boost
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.017862704 = queryNorm
              1.0493796 = fieldWeight in 1053, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.078125 = fieldNorm(doc=1053)
        0.24 = coord(6/25)
    
  4. Wu, Q.: ¬The w-index : a measure to assess scientific impact by focusing on widely cited papers (2010) 0.20
    0.19545123 = sum of:
      0.19545123 = product of:
        0.81438017 = sum of:
          0.016703926 = weight(abstract_txt:work in 3428) [ClassicSimilarity], result of:
            0.016703926 = score(doc=3428,freq=1.0), product of:
              0.07043613 = queryWeight, product of:
                1.0392145 = boost
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.017862704 = queryNorm
              0.23714998 = fieldWeight in 3428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
          0.15117411 = weight(abstract_txt:researcher's in 3428) [ClassicSimilarity], result of:
            0.15117411 = score(doc=3428,freq=3.0), product of:
              0.16833882 = queryWeight, product of:
                1.1360164 = boost
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.017862704 = queryNorm
              0.89803475 = fieldWeight in 3428, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.29569 = idf(docFreq=29, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
          0.08060105 = weight(abstract_txt:citations in 3428) [ClassicSimilarity], result of:
            0.08060105 = score(doc=3428,freq=3.0), product of:
              0.13945577 = queryWeight, product of:
                1.4622637 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.017862704 = queryNorm
              0.5779686 = fieldWeight in 3428, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
          0.032371745 = weight(abstract_txt:number in 3428) [ClassicSimilarity], result of:
            0.032371745 = score(doc=3428,freq=1.0), product of:
              0.12533073 = queryWeight, product of:
                1.6977819 = boost
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.017862704 = queryNorm
              0.25829056 = fieldWeight in 3428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
          0.09908068 = weight(abstract_txt:researcher in 3428) [ClassicSimilarity], result of:
            0.09908068 = score(doc=3428,freq=1.0), product of:
              0.2308035 = queryWeight, product of:
                1.8811727 = boost
                6.8685737 = idf(docFreq=124, maxDocs=44218)
                0.017862704 = queryNorm
              0.42928585 = fieldWeight in 3428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.8685737 = idf(docFreq=124, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
          0.43444863 = weight(abstract_txt:index in 3428) [ClassicSimilarity], result of:
            0.43444863 = score(doc=3428,freq=11.0), product of:
              0.44133103 = queryWeight, product of:
                5.202591 = boost
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.017862704 = queryNorm
              0.98440534 = fieldWeight in 3428, product of:
                3.3166249 = tf(freq=11.0), with freq of:
                  11.0 = termFreq=11.0
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.0625 = fieldNorm(doc=3428)
        0.24 = coord(6/25)
    
  5. Schreiber, M.: Fractionalized counting of publications for the g-Index (2009) 0.19
    0.19356893 = sum of:
      0.19356893 = product of:
        0.9678446 = sum of:
          0.0581688 = weight(abstract_txt:citations in 3125) [ClassicSimilarity], result of:
            0.0581688 = score(doc=3125,freq=1.0), product of:
              0.13945577 = queryWeight, product of:
                1.4622637 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.017862704 = queryNorm
              0.4171129 = fieldWeight in 3125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.078125 = fieldNorm(doc=3125)
          0.11157695 = weight(abstract_txt:average in 3125) [ClassicSimilarity], result of:
            0.11157695 = score(doc=3125,freq=2.0), product of:
              0.17087667 = queryWeight, product of:
                1.6186347 = boost
                5.90999 = idf(docFreq=325, maxDocs=44218)
                0.017862704 = queryNorm
              0.65296775 = fieldWeight in 3125, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.90999 = idf(docFreq=325, maxDocs=44218)
                0.078125 = fieldNorm(doc=3125)
          0.04046468 = weight(abstract_txt:number in 3125) [ClassicSimilarity], result of:
            0.04046468 = score(doc=3125,freq=1.0), product of:
              0.12533073 = queryWeight, product of:
                1.6977819 = boost
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.017862704 = queryNorm
              0.3228632 = fieldWeight in 3125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.132649 = idf(docFreq=1927, maxDocs=44218)
                0.078125 = fieldNorm(doc=3125)
          0.23984607 = weight(abstract_txt:hirsch in 3125) [ClassicSimilarity], result of:
            0.23984607 = score(doc=3125,freq=1.0), product of:
              0.35858998 = queryWeight, product of:
                2.3448038 = boost
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.017862704 = queryNorm
              0.6688588 = fieldWeight in 3125, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.561393 = idf(docFreq=22, maxDocs=44218)
                0.078125 = fieldNorm(doc=3125)
          0.5177881 = weight(abstract_txt:index in 3125) [ClassicSimilarity], result of:
            0.5177881 = score(doc=3125,freq=10.0), product of:
              0.44133103 = queryWeight, product of:
                5.202591 = boost
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.017862704 = queryNorm
              1.1732421 = fieldWeight in 3125, product of:
                3.1622777 = tf(freq=10.0), with freq of:
                  10.0 = termFreq=10.0
                4.74895 = idf(docFreq=1040, maxDocs=44218)
                0.078125 = fieldNorm(doc=3125)
        0.2 = coord(5/25)