Document (#38223)

Author
Vieira, E.S.
Cabral, J.A.S.
Gomes, J.A.N.F.
Title
Definition of a model based on bibliometric indicators for assessing applicants to academic positions
Source
Journal of the Association for Information Science and Technology. 65(2014) no.3, S.560-577
Year
2014
Abstract
A model based on a set of bibliometric indicators is proposed for the prediction of the ranking of applicants to an academic position as produced by a committee of peers. The results show that a very small number of indicators may lead to a robust prediction of about 75% of the cases. We start with 12 indicators to build a few composite indicators by factor analysis. Following a discrete choice model, we arrive at 3 comparatively good predicative models. We conclude that these models have a surprisingly good predictive power and may help peers in their selection process.
Theme
Informetrie

Similar documents (author)

  1. Vieira, L.: Modèle d'analyse pur une classification du document iconographique (1999) 2.14
    2.1386 = sum of:
      2.1386 = product of:
        4.2772 = sum of:
          4.2772 = weight(author_txt:vieira in 1321) [ClassicSimilarity], result of:
            4.2772 = score(doc=1321,freq=1.0), product of:
              0.7220716 = queryWeight, product of:
                1.021631 = boost
                9.47762 = idf(docFreq=8, maxDocs=43254)
                0.074573904 = queryNorm
              5.9235125 = fieldWeight in 1321, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.47762 = idf(docFreq=8, maxDocs=43254)
                0.625 = fieldNorm(doc=1321)
        0.5 = coord(1/2)
    
  2. Espanha Gomes, H. => Gomes, H.E.: 1.99
    1.9854562 = sum of:
      1.9854562 = product of:
        3.9709125 = sum of:
          3.9709125 = weight(author_txt:gomes in 764) [ClassicSimilarity], result of:
            3.9709125 = score(doc=764,freq=2.0), product of:
              0.69181836 = queryWeight, product of:
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.074573904 = queryNorm
              5.7398195 = fieldWeight in 764, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.4375 = fieldNorm(doc=764)
        0.5 = coord(1/2)
    
  3. Vieira, S. Bastos => Bastos Vieira, S.: 1.81
    1.8146623 = sum of:
      1.8146623 = product of:
        3.6293247 = sum of:
          3.6293247 = weight(author_txt:vieira in 729) [ClassicSimilarity], result of:
            3.6293247 = score(doc=729,freq=2.0), product of:
              0.7220716 = queryWeight, product of:
                1.021631 = boost
                9.47762 = idf(docFreq=8, maxDocs=43254)
                0.074573904 = queryNorm
              5.026267 = fieldWeight in 729, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.47762 = idf(docFreq=8, maxDocs=43254)
                0.375 = fieldNorm(doc=729)
        0.5 = coord(1/2)
    
  4. Gomes, H. Espanha => Espanha Gomes, H.: 1.70
    1.7018198 = sum of:
      1.7018198 = product of:
        3.4036396 = sum of:
          3.4036396 = weight(author_txt:gomes in 5081) [ClassicSimilarity], result of:
            3.4036396 = score(doc=5081,freq=2.0), product of:
              0.69181836 = queryWeight, product of:
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.074573904 = queryNorm
              4.9198456 = fieldWeight in 5081, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.375 = fieldNorm(doc=5081)
        0.5 = coord(1/2)
    
  5. Gomes, D. Libonati => Libonati Gomes, D.: 1.70
    1.7018198 = sum of:
      1.7018198 = product of:
        3.4036396 = sum of:
          3.4036396 = weight(author_txt:gomes in 715) [ClassicSimilarity], result of:
            3.4036396 = score(doc=715,freq=2.0), product of:
              0.69181836 = queryWeight, product of:
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.074573904 = queryNorm
              4.9198456 = fieldWeight in 715, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.27695 = idf(docFreq=10, maxDocs=43254)
                0.375 = fieldNorm(doc=715)
        0.5 = coord(1/2)
    

Similar documents (content)

  1. Waltman, L.; Schreiber, M.: On the calculation of percentile-based bibliometric indicators (2013) 0.14
    0.1446987 = sum of:
      0.1446987 = product of:
        0.72349346 = sum of:
          0.0437091 = weight(abstract_txt:position in 2081) [ClassicSimilarity], result of:
            0.0437091 = score(doc=2081,freq=1.0), product of:
              0.09322244 = queryWeight, product of:
                1.0155454 = boost
                6.0015216 = idf(docFreq=290, maxDocs=43254)
                0.015295361 = queryNorm
              0.46886888 = fieldWeight in 2081, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0015216 = idf(docFreq=290, maxDocs=43254)
                0.078125 = fieldNorm(doc=2081)
          0.032521173 = weight(abstract_txt:based in 2081) [ClassicSimilarity], result of:
            0.032521173 = score(doc=2081,freq=6.0), product of:
              0.05307332 = queryWeight, product of:
                1.083658 = boost
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.015295361 = queryNorm
              0.61275935 = fieldWeight in 2081, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.078125 = fieldNorm(doc=2081)
          0.10396662 = weight(abstract_txt:discrete in 2081) [ClassicSimilarity], result of:
            0.10396662 = score(doc=2081,freq=1.0), product of:
              0.16611232 = queryWeight, product of:
                1.3556265 = boost
                8.011283 = idf(docFreq=38, maxDocs=43254)
                0.015295361 = queryNorm
              0.6258815 = fieldWeight in 2081, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.011283 = idf(docFreq=38, maxDocs=43254)
                0.078125 = fieldNorm(doc=2081)
          0.09534398 = weight(abstract_txt:bibliometric in 2081) [ClassicSimilarity], result of:
            0.09534398 = score(doc=2081,freq=1.0), product of:
              0.19755046 = queryWeight, product of:
                2.0907068 = boost
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.015295361 = queryNorm
              0.482631 = fieldWeight in 2081, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.078125 = fieldNorm(doc=2081)
          0.4479526 = weight(abstract_txt:indicators in 2081) [ClassicSimilarity], result of:
            0.4479526 = score(doc=2081,freq=4.0), product of:
              0.47380242 = queryWeight, product of:
                5.1194434 = boost
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.015295361 = queryNorm
              0.9454418 = fieldWeight in 2081, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.078125 = fieldNorm(doc=2081)
        0.2 = coord(5/25)
    
  2. Thelwall, M.; Klitkou, A.; Verbeek, A.; Stuart, D.; Vincent, C.: Policy-relevant Webometrics for individual scientific fields (2010) 0.12
    0.123701274 = sum of:
      0.123701274 = product of:
        0.6185064 = sum of:
          0.013276713 = weight(abstract_txt:based in 39) [ClassicSimilarity], result of:
            0.013276713 = score(doc=39,freq=1.0), product of:
              0.05307332 = queryWeight, product of:
                1.083658 = boost
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.015295361 = queryNorm
              0.25015795 = fieldWeight in 39, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.078125 = fieldNorm(doc=39)
          0.0600262 = weight(abstract_txt:assessing in 39) [ClassicSimilarity], result of:
            0.0600262 = score(doc=39,freq=1.0), product of:
              0.11517718 = queryWeight, product of:
                1.1288139 = boost
                6.670899 = idf(docFreq=148, maxDocs=43254)
                0.015295361 = queryNorm
              0.521164 = fieldWeight in 39, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.670899 = idf(docFreq=148, maxDocs=43254)
                0.078125 = fieldNorm(doc=39)
          0.06192117 = weight(abstract_txt:robust in 39) [ClassicSimilarity], result of:
            0.06192117 = score(doc=39,freq=1.0), product of:
              0.11758863 = queryWeight, product of:
                1.1405696 = boost
                6.740371 = idf(docFreq=138, maxDocs=43254)
                0.015295361 = queryNorm
              0.5265915 = fieldWeight in 39, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.740371 = idf(docFreq=138, maxDocs=43254)
                0.078125 = fieldNorm(doc=39)
          0.09534398 = weight(abstract_txt:bibliometric in 39) [ClassicSimilarity], result of:
            0.09534398 = score(doc=39,freq=1.0), product of:
              0.19755046 = queryWeight, product of:
                2.0907068 = boost
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.015295361 = queryNorm
              0.482631 = fieldWeight in 39, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.078125 = fieldNorm(doc=39)
          0.38793832 = weight(abstract_txt:indicators in 39) [ClassicSimilarity], result of:
            0.38793832 = score(doc=39,freq=3.0), product of:
              0.47380242 = queryWeight, product of:
                5.1194434 = boost
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.015295361 = queryNorm
              0.81877655 = fieldWeight in 39, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.078125 = fieldNorm(doc=39)
        0.2 = coord(5/25)
    
  3. Franceschet, M.: ¬A cluster analysis of scholar and journal bibliometric indicators (2009) 0.11
    0.11323427 = sum of:
      0.11323427 = product of:
        0.7077142 = sum of:
          0.01877611 = weight(abstract_txt:based in 110) [ClassicSimilarity], result of:
            0.01877611 = score(doc=110,freq=2.0), product of:
              0.05307332 = queryWeight, product of:
                1.083658 = boost
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.015295361 = queryNorm
              0.35377678 = fieldWeight in 110, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.078125 = fieldNorm(doc=110)
          0.14564148 = weight(abstract_txt:composite in 110) [ClassicSimilarity], result of:
            0.14564148 = score(doc=110,freq=2.0), product of:
              0.1650641 = queryWeight, product of:
                1.3513424 = boost
                7.9859657 = idf(docFreq=39, maxDocs=43254)
                0.015295361 = queryNorm
              0.88233286 = fieldWeight in 110, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.9859657 = idf(docFreq=39, maxDocs=43254)
                0.078125 = fieldNorm(doc=110)
          0.09534398 = weight(abstract_txt:bibliometric in 110) [ClassicSimilarity], result of:
            0.09534398 = score(doc=110,freq=1.0), product of:
              0.19755046 = queryWeight, product of:
                2.0907068 = boost
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.015295361 = queryNorm
              0.482631 = fieldWeight in 110, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.1776767 = idf(docFreq=243, maxDocs=43254)
                0.078125 = fieldNorm(doc=110)
          0.4479526 = weight(abstract_txt:indicators in 110) [ClassicSimilarity], result of:
            0.4479526 = score(doc=110,freq=4.0), product of:
              0.47380242 = queryWeight, product of:
                5.1194434 = boost
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.015295361 = queryNorm
              0.9454418 = fieldWeight in 110, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.078125 = fieldNorm(doc=110)
        0.16 = coord(4/25)
    
  4. Jenkins, D.L.: Cataloging vacancies in academic libraries : "If at First You Don't Succeed..." (1983) 0.11
    0.10800337 = sum of:
      0.10800337 = product of:
        0.9000281 = sum of:
          0.15007807 = weight(abstract_txt:positions in 1450) [ClassicSimilarity], result of:
            0.15007807 = score(doc=1450,freq=1.0), product of:
              0.13365874 = queryWeight, product of:
                1.2160119 = boost
                7.1862087 = idf(docFreq=88, maxDocs=43254)
                0.015295361 = queryNorm
              1.1228452 = fieldWeight in 1450, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.1862087 = idf(docFreq=88, maxDocs=43254)
                0.15625 = fieldNorm(doc=1450)
          0.08409336 = weight(abstract_txt:academic in 1450) [ClassicSimilarity], result of:
            0.08409336 = score(doc=1450,freq=1.0), product of:
              0.114455596 = queryWeight, product of:
                1.5913754 = boost
                4.7022386 = idf(docFreq=1066, maxDocs=43254)
                0.015295361 = queryNorm
              0.73472476 = fieldWeight in 1450, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.7022386 = idf(docFreq=1066, maxDocs=43254)
                0.15625 = fieldNorm(doc=1450)
          0.66585666 = weight(abstract_txt:applicants in 1450) [ClassicSimilarity], result of:
            0.66585666 = score(doc=1450,freq=1.0), product of:
              0.45469102 = queryWeight, product of:
                3.1718476 = boost
                9.37226 = idf(docFreq=9, maxDocs=43254)
                0.015295361 = queryNorm
              1.4644157 = fieldWeight in 1450, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.37226 = idf(docFreq=9, maxDocs=43254)
                0.15625 = fieldNorm(doc=1450)
        0.12 = coord(3/25)
    
  5. Azagra-Caro, J.M.; Mattsson, P.; Perruchas, F.: Smoothing the lies : the distinctive effects of patent characteristics on examiner and applicant citations (2011) 0.10
    0.10464562 = sum of:
      0.10464562 = product of:
        0.8720468 = sum of:
          0.013276713 = weight(abstract_txt:based in 1212) [ClassicSimilarity], result of:
            0.013276713 = score(doc=1212,freq=1.0), product of:
              0.05307332 = queryWeight, product of:
                1.083658 = boost
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.015295361 = queryNorm
              0.25015795 = fieldWeight in 1212, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.2020218 = idf(docFreq=4782, maxDocs=43254)
                0.078125 = fieldNorm(doc=1212)
          0.47083175 = weight(abstract_txt:applicants in 1212) [ClassicSimilarity], result of:
            0.47083175 = score(doc=1212,freq=2.0), product of:
              0.45469102 = queryWeight, product of:
                3.1718476 = boost
                9.37226 = idf(docFreq=9, maxDocs=43254)
                0.015295361 = queryNorm
              1.0354983 = fieldWeight in 1212, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.37226 = idf(docFreq=9, maxDocs=43254)
                0.078125 = fieldNorm(doc=1212)
          0.38793832 = weight(abstract_txt:indicators in 1212) [ClassicSimilarity], result of:
            0.38793832 = score(doc=1212,freq=3.0), product of:
              0.47380242 = queryWeight, product of:
                5.1194434 = boost
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.015295361 = queryNorm
              0.81877655 = fieldWeight in 1212, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.0508275 = idf(docFreq=276, maxDocs=43254)
                0.078125 = fieldNorm(doc=1212)
        0.12 = coord(3/25)