Document (#29239)

Author

Wang, J.
Guan, J.

Title

¬The analysis and evaluation of knowledge efficiency in research groups

Source

Journal of the American Society for Information Science and Technology. 56(2005) no.11, S.1217-1226

Year

2005

Abstract

To study the knowledge creation process, we introduce a conceptual framework that captures the major goals and features of research organizations. The knowledge efficiency of research groups is then empirically studied. The budget of the projects and size of the research groups are inputs of the projects. To make the assessment more reasonable, two-dimensional indicators, including a domestic impact factor and an international impact factor, are jointly used to evaluate the research outputs for Chinese research groups through a Data Envelopment Analysis approach with preferences. Through comparisons of groups with the highest and lowest efficiency, we discover the critical factors influencing productivity and efficiency of these research groups based an the proposed framework. Finally, we provide some management suggestions for research groups to improve their knowledge creation efficiency.

Footnote

Teil eines Themenschwerpunktes: Knowledge Management in Asia

Similar documents (author)

1. Bell, D.A.; Guan, J.W.: Computational methods for rough classification and discovery (1998) 2.22

   2.2249384 = sum of:
     2.2249384 = product of:
       4.449877 = sum of:
         4.449877 = weight(author_txt:guan in 3909) [ClassicSimilarity], result of:
           4.449877 = score(doc=3909,freq=1.0), product of:
             0.91227525 = queryWeight, product of:
               1.4924326 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06265837 = queryNorm
             4.8777785 = fieldWeight in 3909, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.5 = fieldNorm(doc=3909)
       0.5 = coord(1/2)
   

2. Cowie, J.; Guan, Z.: CRL English routing system for TREC-5 (1997) 2.22

   2.2249384 = sum of:
     2.2249384 = product of:
       4.449877 = sum of:
         4.449877 = weight(author_txt:guan in 4106) [ClassicSimilarity], result of:
           4.449877 = score(doc=4106,freq=1.0), product of:
             0.91227525 = queryWeight, product of:
               1.4924326 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06265837 = queryNorm
             4.8777785 = fieldWeight in 4106, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.5 = fieldNorm(doc=4106)
       0.5 = coord(1/2)
   

3. Guan, J.C.; Gao, X.: Exploring the h-index at patent level (2009) 2.22

   2.2249384 = sum of:
     2.2249384 = product of:
       4.449877 = sum of:
         4.449877 = weight(author_txt:guan in 3696) [ClassicSimilarity], result of:
           4.449877 = score(doc=3696,freq=1.0), product of:
             0.91227525 = queryWeight, product of:
               1.4924326 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06265837 = queryNorm
             4.8777785 = fieldWeight in 3696, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.5 = fieldNorm(doc=3696)
       0.5 = coord(1/2)
   

4. Ma, N.; Guan, J.; Zhao, Y.: Bringing PageRank to the citation analysis (2008) 1.67

   1.6687037 = sum of:
     1.6687037 = product of:
       3.3374074 = sum of:
         3.3374074 = weight(author_txt:guan in 3064) [ClassicSimilarity], result of:
           3.3374074 = score(doc=3064,freq=1.0), product of:
             0.91227525 = queryWeight, product of:
               1.4924326 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06265837 = queryNorm
             3.6583338 = fieldWeight in 3064, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.375 = fieldNorm(doc=3064)
       0.5 = coord(1/2)
   

5. Hu, G.; Zhou, S.; Guan, J.; Hu, X.: Towards effective document clustering : a constrained K-means based approach (2008) 1.39

   1.3905865 = sum of:
     1.3905865 = product of:
       2.781173 = sum of:
         2.781173 = weight(author_txt:guan in 3113) [ClassicSimilarity], result of:
           2.781173 = score(doc=3113,freq=1.0), product of:
             0.91227525 = queryWeight, product of:
               1.4924326 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06265837 = queryNorm
             3.0486116 = fieldWeight in 3113, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.3125 = fieldNorm(doc=3113)
       0.5 = coord(1/2)
   

Similar documents (content)

1. Ju, B.: Does domain knowledge matter : mapping users' expertise to their information interactions (2007) 0.16

   0.16484787 = sum of:
     0.16484787 = product of:
       0.5887424 = sum of:
         0.06438302 = weight(abstract_txt:influencing in 1618) [ClassicSimilarity], result of:
           0.06438302 = score(doc=1618,freq=1.0), product of:
             0.14237024 = queryWeight, product of:
               1.0950165 = boost
               7.2355595 = idf(docFreq=86, maxDocs=44421)
               0.017969104 = queryNorm
             0.45222247 = fieldWeight in 1618, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.2355595 = idf(docFreq=86, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.016470958 = weight(abstract_txt:analysis in 1618) [ClassicSimilarity], result of:
           0.016470958 = score(doc=1618,freq=1.0), product of:
             0.07228711 = queryWeight, product of:
               1.1034597 = boost
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.017969104 = queryNorm
             0.2278547 = fieldWeight in 1618, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.030762367 = weight(abstract_txt:through in 1618) [ClassicSimilarity], result of:
           0.030762367 = score(doc=1618,freq=2.0), product of:
             0.08701313 = queryWeight, product of:
               1.2106496 = boost
               3.9998152 = idf(docFreq=2211, maxDocs=44421)
               0.017969104 = queryNorm
             0.35353705 = fieldWeight in 1618, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.9998152 = idf(docFreq=2211, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.06628374 = weight(abstract_txt:factor in 1618) [ClassicSimilarity], result of:
           0.06628374 = score(doc=1618,freq=1.0), product of:
             0.18288846 = queryWeight, product of:
               1.7551701 = boost
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.017969104 = queryNorm
             0.36242715 = fieldWeight in 1618, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.05252137 = weight(abstract_txt:knowledge in 1618) [ClassicSimilarity], result of:
           0.05252137 = score(doc=1618,freq=3.0), product of:
             0.13680708 = queryWeight, product of:
               2.1468186 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.017969104 = queryNorm
             0.38390827 = fieldWeight in 1618, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.042887803 = weight(abstract_txt:research in 1618) [ClassicSimilarity], result of:
           0.042887803 = score(doc=1618,freq=1.0), product of:
             0.21718217 = queryWeight, product of:
               3.825323 = boost
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.017969104 = queryNorm
             0.19747387 = fieldWeight in 1618, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
         0.31543314 = weight(abstract_txt:groups in 1618) [ClassicSimilarity], result of:
           0.31543314 = score(doc=1618,freq=4.0), product of:
             0.49490577 = queryWeight, product of:
               5.4015865 = boost
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.017969104 = queryNorm
             0.63736 = fieldWeight in 1618, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.0625 = fieldNorm(doc=1618)
       0.28 = coord(7/25)
   

2. Raan, A.F.J. van: Performance-related differences of bibliometric statistical properties of research groups : cumulative advantages and hierarchically layered networks (2006) 0.13

   0.13205338 = sum of:
     0.13205338 = product of:
       0.6602669 = sum of:
         0.014412088 = weight(abstract_txt:analysis in 345) [ClassicSimilarity], result of:
           0.014412088 = score(doc=345,freq=1.0), product of:
             0.07228711 = queryWeight, product of:
               1.1034597 = boost
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.017969104 = queryNorm
             0.19937286 = fieldWeight in 345, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.0546875 = fieldNorm(doc=345)
         0.027916089 = weight(abstract_txt:framework in 345) [ClassicSimilarity], result of:
           0.027916089 = score(doc=345,freq=1.0), product of:
             0.11232575 = queryWeight, product of:
               1.3755162 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.017969104 = queryNorm
             0.24852796 = fieldWeight in 345, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.0546875 = fieldNorm(doc=345)
         0.028443865 = weight(abstract_txt:impact in 345) [ClassicSimilarity], result of:
           0.028443865 = score(doc=345,freq=1.0), product of:
             0.11373706 = queryWeight, product of:
               1.3841306 = boost
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.017969104 = queryNorm
             0.2500844 = fieldWeight in 345, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.0546875 = fieldNorm(doc=345)
         0.09192158 = weight(abstract_txt:research in 345) [ClassicSimilarity], result of:
           0.09192158 = score(doc=345,freq=6.0), product of:
             0.21718217 = queryWeight, product of:
               3.825323 = boost
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.017969104 = queryNorm
             0.42324644 = fieldWeight in 345, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.0546875 = fieldNorm(doc=345)
         0.49757323 = weight(abstract_txt:groups in 345) [ClassicSimilarity], result of:
           0.49757323 = score(doc=345,freq=13.0), product of:
             0.49490577 = queryWeight, product of:
               5.4015865 = boost
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.017969104 = queryNorm
             1.0053898 = fieldWeight in 345, product of:
               3.6055512 = tf(freq=13.0), with freq of:
                 13.0 = termFreq=13.0
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.0546875 = fieldNorm(doc=345)
       0.2 = coord(5/25)
   

3. Nah, I.W.; Kang, D.-S.; Lee, D.-H.; Chung, Y.-C.: ¬A bibliometric evaluation of research performance in different subject categories (2009) 0.12

   0.12085799 = sum of:
     0.12085799 = product of:
       0.60428995 = sum of:
         0.048760913 = weight(abstract_txt:impact in 3772) [ClassicSimilarity], result of:
           0.048760913 = score(doc=3772,freq=1.0), product of:
             0.11373706 = queryWeight, product of:
               1.3841306 = boost
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.017969104 = queryNorm
             0.42871612 = fieldWeight in 3772, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.09375 = fieldNorm(doc=3772)
         0.07567852 = weight(abstract_txt:projects in 3772) [ClassicSimilarity], result of:
           0.07567852 = score(doc=3772,freq=1.0), product of:
             0.15246467 = queryWeight, product of:
               1.6025466 = boost
               5.2945876 = idf(docFreq=605, maxDocs=44421)
               0.017969104 = queryNorm
             0.49636757 = fieldWeight in 3772, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2945876 = idf(docFreq=605, maxDocs=44421)
               0.09375 = fieldNorm(doc=3772)
         0.09942562 = weight(abstract_txt:factor in 3772) [ClassicSimilarity], result of:
           0.09942562 = score(doc=3772,freq=1.0), product of:
             0.18288846 = queryWeight, product of:
               1.7551701 = boost
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.017969104 = queryNorm
             0.54364073 = fieldWeight in 3772, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.09375 = fieldNorm(doc=3772)
         0.14385007 = weight(abstract_txt:research in 3772) [ClassicSimilarity], result of:
           0.14385007 = score(doc=3772,freq=5.0), product of:
             0.21718217 = queryWeight, product of:
               3.825323 = boost
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.017969104 = queryNorm
             0.6623475 = fieldWeight in 3772, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.09375 = fieldNorm(doc=3772)
         0.23657484 = weight(abstract_txt:groups in 3772) [ClassicSimilarity], result of:
           0.23657484 = score(doc=3772,freq=1.0), product of:
             0.49490577 = queryWeight, product of:
               5.4015865 = boost
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.017969104 = queryNorm
             0.47801998 = fieldWeight in 3772, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.09375 = fieldNorm(doc=3772)
       0.2 = coord(5/25)
   

4. Shim, W.; Kantor, P.B.: Evaluation of digital libraries : a DEA approach (1999) 0.12

   0.11979618 = sum of:
     0.11979618 = product of:
       0.5989809 = sum of:
         0.016470958 = weight(abstract_txt:analysis in 701) [ClassicSimilarity], result of:
           0.016470958 = score(doc=701,freq=1.0), product of:
             0.07228711 = queryWeight, product of:
               1.1034597 = boost
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.017969104 = queryNorm
             0.2278547 = fieldWeight in 701, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6456752 = idf(docFreq=3151, maxDocs=44421)
               0.0625 = fieldNorm(doc=701)
         0.093882434 = weight(abstract_txt:inputs in 701) [ClassicSimilarity], result of:
           0.093882434 = score(doc=701,freq=1.0), product of:
             0.1830745 = queryWeight, product of:
               1.2417238 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.017969104 = queryNorm
             0.51281 = fieldWeight in 701, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.0625 = fieldNorm(doc=701)
         0.060652517 = weight(abstract_txt:research in 701) [ClassicSimilarity], result of:
           0.060652517 = score(doc=701,freq=2.0), product of:
             0.21718217 = queryWeight, product of:
               3.825323 = boost
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.017969104 = queryNorm
             0.27927023 = fieldWeight in 701, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.0625 = fieldNorm(doc=701)
         0.27025843 = weight(abstract_txt:efficiency in 701) [ClassicSimilarity], result of:
           0.27025843 = score(doc=701,freq=2.0), product of:
             0.50281066 = queryWeight, product of:
               4.601488 = boost
               6.0810666 = idf(docFreq=275, maxDocs=44421)
               0.017969104 = queryNorm
             0.53749543 = fieldWeight in 701, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.0810666 = idf(docFreq=275, maxDocs=44421)
               0.0625 = fieldNorm(doc=701)
         0.15771657 = weight(abstract_txt:groups in 701) [ClassicSimilarity], result of:
           0.15771657 = score(doc=701,freq=1.0), product of:
             0.49490577 = queryWeight, product of:
               5.4015865 = boost
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.017969104 = queryNorm
             0.31868 = fieldWeight in 701, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.09888 = idf(docFreq=736, maxDocs=44421)
               0.0625 = fieldNorm(doc=701)
       0.2 = coord(5/25)
   

5. Kenyon, T.: Defining and measuring research impact in the humanities, social sciences and creative arts in the digital age (2014) 0.12

   0.11804572 = sum of:
     0.11804572 = product of:
       0.42159185 = sum of:
         0.04903536 = weight(abstract_txt:empirically in 2389) [ClassicSimilarity], result of:
           0.04903536 = score(doc=2389,freq=1.0), product of:
             0.11873476 = queryWeight, product of:
               6.6077175 = idf(docFreq=162, maxDocs=44421)
               0.017969104 = queryNorm
             0.41298234 = fieldWeight in 2389, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.6077175 = idf(docFreq=162, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.05370445 = weight(abstract_txt:dimensional in 2389) [ClassicSimilarity], result of:
           0.05370445 = score(doc=2389,freq=1.0), product of:
             0.12615713 = queryWeight, product of:
               1.0307823 = boost
               6.8111186 = idf(docFreq=132, maxDocs=44421)
               0.017969104 = queryNorm
             0.4256949 = fieldWeight in 2389, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.8111186 = idf(docFreq=132, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.05461597 = weight(abstract_txt:comparisons in 2389) [ClassicSimilarity], result of:
           0.05461597 = score(doc=2389,freq=1.0), product of:
             0.12758063 = queryWeight, product of:
               1.0365814 = boost
               6.849437 = idf(docFreq=127, maxDocs=44421)
               0.017969104 = queryNorm
             0.42808983 = fieldWeight in 2389, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.849437 = idf(docFreq=127, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.065324314 = weight(abstract_txt:reasonable in 2389) [ClassicSimilarity], result of:
           0.065324314 = score(doc=2389,freq=1.0), product of:
             0.14375453 = queryWeight, product of:
               1.1003271 = boost
               7.270651 = idf(docFreq=83, maxDocs=44421)
               0.017969104 = queryNorm
             0.45441568 = fieldWeight in 2389, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.270651 = idf(docFreq=83, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.072688475 = weight(abstract_txt:impact in 2389) [ClassicSimilarity], result of:
           0.072688475 = score(doc=2389,freq=5.0), product of:
             0.11373706 = queryWeight, product of:
               1.3841306 = boost
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.017969104 = queryNorm
             0.63909227 = fieldWeight in 2389, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.572972 = idf(docFreq=1246, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.030323228 = weight(abstract_txt:knowledge in 2389) [ClassicSimilarity], result of:
           0.030323228 = score(doc=2389,freq=1.0), product of:
             0.13680708 = queryWeight, product of:
               2.1468186 = boost
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.017969104 = queryNorm
             0.22164954 = fieldWeight in 2389, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5463927 = idf(docFreq=3480, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
         0.09590005 = weight(abstract_txt:research in 2389) [ClassicSimilarity], result of:
           0.09590005 = score(doc=2389,freq=5.0), product of:
             0.21718217 = queryWeight, product of:
               3.825323 = boost
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.017969104 = queryNorm
             0.441565 = fieldWeight in 2389, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.159582 = idf(docFreq=5124, maxDocs=44421)
               0.0625 = fieldNorm(doc=2389)
       0.28 = coord(7/25)