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. 2014 Nov 19;9(11):e113271. doi: 10.1371/journal.pone.0113271

Table 3. Several tests for assessing patterns within the collaboration network and its main component.

Collaboration network Collaboration network MainComponent
Geary Moran Geary Moran
Academic title 0.7* 0.3** 0.8 0.1
Gender 0.8* 0.2* 0.7* 0.2
Papers 0.2*** 0.7*** 0.7 0.2*
G-index 0.5*** 0.5*** 0.5** 0.2
H-index 0.5*** 0.7*** 0.5* 0.2
Citations 0.5*** 0.7*** 0.5** 0.2
Tenure 0.3*** 0.8*** 0.4** 0.3*

Note. Moran’s I statistic of autocorrelation ranges from −1.0 (perfect negative autocorrelation) through 0 (no autocorrelation) to +1.0 (perfect positive autocorrelation). Geary’s C statistic of autocorrelation ranges from 0.0 (perfect positive autocorrelation) through +1.0 (no autocorrelation) to +2.0 (perfect negative autocorrelation). According to Hanneman and Riddle [42], Geary’s C statistic is more sensitive to “local” differences, while Moran’s I statistic is more sensitive to how similar or dissimilar is each pair to the overall average (i.e. “global” difference).