Document (#37078)

Author
Tashiro, H.
Lau, A.
Mori, J.
Fujii, N.
Kajikawa, Y.
Title
E-mail networks and leadership performance
Source
Journal of the American Society for Information Science and Technology. 63(2012) no.3, S.600-606
Year
2012
Abstract
Online communication is an indispensable tool for communication and management. The network structure of communication is considered to affect team and individual performances, but it has not been not empirically tested. In this article, we collected a set of 1-month e-mail logs of a company and conducted an e-mail network analysis. We calculated the network centralities of 72 managerial candidates, and investigated the relationship between positions in the network and leadership performance with partial least squares structural equation modeling. Betweenness and in-degree network centralities of those middle managers are correlated with their leadership performance; on the other hand, for this management group, out-degree has no correlation, and PageRank is a negative indicator of leadership. Leaders with high performance are trusted in their communities as a hub of the information channel of the communication network.
Theme
Internet

Similar documents (author)

  1. Shibata, N.; Kajikawa, Y.; Matsushima, K.: Topological analysis of citation networks to discover the future core articles (2007) 3.72
    3.7161405 = sum of:
      3.7161405 = weight(author_txt:kajikawa in 1286) [ClassicSimilarity], result of:
        3.7161405 = fieldWeight in 1286, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.375 = fieldNorm(doc=1286)
    
  2. Shibata, N.; Kajikawa, Y.; Sakata, I.: Measuring relatedness between communities in a citation network (2011) 3.72
    3.7161405 = sum of:
      3.7161405 = weight(author_txt:kajikawa in 484) [ClassicSimilarity], result of:
        3.7161405 = fieldWeight in 484, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.375 = fieldNorm(doc=484)
    
  3. Shibata, N.; Kajikawa, Y.; Sakata, I.: Link prediction in citation networks (2012) 3.72
    3.7161405 = sum of:
      3.7161405 = weight(author_txt:kajikawa in 964) [ClassicSimilarity], result of:
        3.7161405 = fieldWeight in 964, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.375 = fieldNorm(doc=964)
    
  4. Shibata, N.; Kajikawa, Y.; Takeda, Y.; Matsushima, K.: Comparative study on methods of detecting research fronts using different types of citation (2009) 3.10
    3.0967836 = sum of:
      3.0967836 = weight(author_txt:kajikawa in 3743) [ClassicSimilarity], result of:
        3.0967836 = fieldWeight in 3743, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.3125 = fieldNorm(doc=3743)
    

Similar documents (content)

  1. Zhuge, H.; Zhang, J.: Topological centrality and its e-Science applications (2010) 0.17
    0.1686787 = sum of:
      0.1686787 = product of:
        0.70282793 = sum of:
          0.08301941 = weight(abstract_txt:positions in 971) [ClassicSimilarity], result of:
            0.08301941 = score(doc=971,freq=1.0), product of:
              0.12333984 = queryWeight, product of:
                1.0421518 = boost
                7.179679 = idf(docFreq=91, maxDocs=44421)
                0.01648418 = queryNorm
              0.67309487 = fieldWeight in 971, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.179679 = idf(docFreq=91, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
          0.010466285 = weight(abstract_txt:with in 971) [ClassicSimilarity], result of:
            0.010466285 = score(doc=971,freq=1.0), product of:
              0.04472521 = queryWeight, product of:
                1.0869664 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.01648418 = queryNorm
              0.23401311 = fieldWeight in 971, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
          0.09874746 = weight(abstract_txt:pagerank in 971) [ClassicSimilarity], result of:
            0.09874746 = score(doc=971,freq=1.0), product of:
              0.13846315 = queryWeight, product of:
                1.1041965 = boost
                7.607123 = idf(docFreq=59, maxDocs=44421)
                0.01648418 = queryNorm
              0.7131678 = fieldWeight in 971, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.607123 = idf(docFreq=59, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
          0.16316946 = weight(abstract_txt:betweenness in 971) [ClassicSimilarity], result of:
            0.16316946 = score(doc=971,freq=1.0), product of:
              0.19352756 = queryWeight, product of:
                1.3054214 = boost
                8.993418 = idf(docFreq=14, maxDocs=44421)
                0.01648418 = queryNorm
              0.8431329 = fieldWeight in 971, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.993418 = idf(docFreq=14, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
          0.08129722 = weight(abstract_txt:degree in 971) [ClassicSimilarity], result of:
            0.08129722 = score(doc=971,freq=1.0), product of:
              0.15324184 = queryWeight, product of:
                1.6427935 = boost
                5.658835 = idf(docFreq=420, maxDocs=44421)
                0.01648418 = queryNorm
              0.5305158 = fieldWeight in 971, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.658835 = idf(docFreq=420, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
          0.2661281 = weight(abstract_txt:network in 971) [ClassicSimilarity], result of:
            0.2661281 = score(doc=971,freq=4.0), product of:
              0.30695486 = queryWeight, product of:
                4.0270977 = boost
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.01648418 = queryNorm
              0.86699426 = fieldWeight in 971, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.09375 = fieldNorm(doc=971)
        0.24 = coord(6/25)
    
  2. Bella, A. La; Fronzetti Colladon, A.; Battistoni, E.; Castellan, S.; Francucci, M.: Assessing perceived organizational leadership styles through twitter text mining (2018) 0.15
    0.14974697 = sum of:
      0.14974697 = product of:
        0.93591857 = sum of:
          0.015106781 = weight(abstract_txt:with in 3400) [ClassicSimilarity], result of:
            0.015106781 = score(doc=3400,freq=3.0), product of:
              0.04472521 = queryWeight, product of:
                1.0869664 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.01648418 = queryNorm
              0.33776882 = fieldWeight in 3400, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.078125 = fieldNorm(doc=3400)
          0.089745566 = weight(abstract_txt:leaders in 3400) [ClassicSimilarity], result of:
            0.089745566 = score(doc=3400,freq=1.0), product of:
              0.14670551 = queryWeight, product of:
                1.1365865 = boost
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.01648418 = queryNorm
              0.6117396 = fieldWeight in 3400, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.078125 = fieldNorm(doc=3400)
          0.11310167 = weight(abstract_txt:communication in 3400) [ClassicSimilarity], result of:
            0.11310167 = score(doc=3400,freq=2.0), product of:
              0.21565545 = queryWeight, product of:
                2.7560654 = boost
                4.7468286 = idf(docFreq=1047, maxDocs=44421)
                0.01648418 = queryNorm
              0.5244554 = fieldWeight in 3400, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.7468286 = idf(docFreq=1047, maxDocs=44421)
                0.078125 = fieldNorm(doc=3400)
          0.71796453 = weight(abstract_txt:leadership in 3400) [ClassicSimilarity], result of:
            0.71796453 = score(doc=3400,freq=4.0), product of:
              0.58682203 = queryWeight, product of:
                4.546346 = boost
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.01648418 = queryNorm
              1.2234792 = fieldWeight in 3400, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.078125 = fieldNorm(doc=3400)
        0.16 = coord(4/25)
    
  3. Yan, E.; Ding, Y.: Applying centrality measures to impact analysis : a coauthorship network analysis (2009) 0.15
    0.14845634 = sum of:
      0.14845634 = product of:
        0.61856806 = sum of:
          0.06949927 = weight(abstract_txt:correlated in 70) [ClassicSimilarity], result of:
            0.06949927 = score(doc=70,freq=1.0), product of:
              0.12371563 = queryWeight, product of:
                1.0437382 = boost
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.01648418 = queryNorm
              0.56176627 = fieldWeight in 70, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
          0.015106781 = weight(abstract_txt:with in 70) [ClassicSimilarity], result of:
            0.015106781 = score(doc=70,freq=3.0), product of:
              0.04472521 = queryWeight, product of:
                1.0869664 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.01648418 = queryNorm
              0.33776882 = fieldWeight in 70, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
          0.08228955 = weight(abstract_txt:pagerank in 70) [ClassicSimilarity], result of:
            0.08228955 = score(doc=70,freq=1.0), product of:
              0.13846315 = queryWeight, product of:
                1.1041965 = boost
                7.607123 = idf(docFreq=59, maxDocs=44421)
                0.01648418 = queryNorm
              0.59430647 = fieldWeight in 70, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.607123 = idf(docFreq=59, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
          0.13597454 = weight(abstract_txt:betweenness in 70) [ClassicSimilarity], result of:
            0.13597454 = score(doc=70,freq=1.0), product of:
              0.19352756 = queryWeight, product of:
                1.3054214 = boost
                8.993418 = idf(docFreq=14, maxDocs=44421)
                0.01648418 = queryNorm
              0.70261073 = fieldWeight in 70, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.993418 = idf(docFreq=14, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
          0.067747675 = weight(abstract_txt:degree in 70) [ClassicSimilarity], result of:
            0.067747675 = score(doc=70,freq=1.0), product of:
              0.15324184 = queryWeight, product of:
                1.6427935 = boost
                5.658835 = idf(docFreq=420, maxDocs=44421)
                0.01648418 = queryNorm
              0.44209647 = fieldWeight in 70, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.658835 = idf(docFreq=420, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
          0.24795021 = weight(abstract_txt:network in 70) [ClassicSimilarity], result of:
            0.24795021 = score(doc=70,freq=5.0), product of:
              0.30695486 = queryWeight, product of:
                4.0270977 = boost
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.01648418 = queryNorm
              0.8077742 = fieldWeight in 70, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.078125 = fieldNorm(doc=70)
        0.24 = coord(6/25)
    
  4. Cox, A.; Patrick, K.; Abdullah, R.: Seeding a community of interest : the experience of the knowledge library project (2003) 0.15
    0.14805457 = sum of:
      0.14805457 = product of:
        0.9253411 = sum of:
          0.04559086 = weight(abstract_txt:management in 804) [ClassicSimilarity], result of:
            0.04559086 = score(doc=804,freq=1.0), product of:
              0.086023994 = queryWeight, product of:
                1.2308471 = boost
                4.239827 = idf(docFreq=1739, maxDocs=44421)
                0.01648418 = queryNorm
              0.5299784 = fieldWeight in 804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.239827 = idf(docFreq=1739, maxDocs=44421)
                0.125 = fieldNorm(doc=804)
          0.12795992 = weight(abstract_txt:communication in 804) [ClassicSimilarity], result of:
            0.12795992 = score(doc=804,freq=1.0), product of:
              0.21565545 = queryWeight, product of:
                2.7560654 = boost
                4.7468286 = idf(docFreq=1047, maxDocs=44421)
                0.01648418 = queryNorm
              0.59335357 = fieldWeight in 804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.7468286 = idf(docFreq=1047, maxDocs=44421)
                0.125 = fieldNorm(doc=804)
          0.17741874 = weight(abstract_txt:network in 804) [ClassicSimilarity], result of:
            0.17741874 = score(doc=804,freq=1.0), product of:
              0.30695486 = queryWeight, product of:
                4.0270977 = boost
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.01648418 = queryNorm
              0.5779962 = fieldWeight in 804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.125 = fieldNorm(doc=804)
          0.57437164 = weight(abstract_txt:leadership in 804) [ClassicSimilarity], result of:
            0.57437164 = score(doc=804,freq=1.0), product of:
              0.58682203 = queryWeight, product of:
                4.546346 = boost
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.01648418 = queryNorm
              0.9787833 = fieldWeight in 804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.125 = fieldNorm(doc=804)
        0.16 = coord(4/25)
    
  5. He, C.; Wu, J.; Zhang, Q.: Proximity-aware research leadership recommendation in research collaboration via deep neural networks (2022) 0.12
    0.12246144 = sum of:
      0.12246144 = product of:
        1.020512 = sum of:
          0.009867708 = weight(abstract_txt:with in 1447) [ClassicSimilarity], result of:
            0.009867708 = score(doc=1447,freq=2.0), product of:
              0.04472521 = queryWeight, product of:
                1.0869664 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.01648418 = queryNorm
              0.22062966 = fieldWeight in 1447, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.0625 = fieldNorm(doc=1447)
          0.19836017 = weight(abstract_txt:network in 1447) [ClassicSimilarity], result of:
            0.19836017 = score(doc=1447,freq=5.0), product of:
              0.30695486 = queryWeight, product of:
                4.0270977 = boost
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.01648418 = queryNorm
              0.6462194 = fieldWeight in 1447, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.6239696 = idf(docFreq=1184, maxDocs=44421)
                0.0625 = fieldNorm(doc=1447)
          0.81228405 = weight(abstract_txt:leadership in 1447) [ClassicSimilarity], result of:
            0.81228405 = score(doc=1447,freq=8.0), product of:
              0.58682203 = queryWeight, product of:
                4.546346 = boost
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.01648418 = queryNorm
              1.3842086 = fieldWeight in 1447, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                7.8302665 = idf(docFreq=47, maxDocs=44421)
                0.0625 = fieldNorm(doc=1447)
        0.12 = coord(3/25)