Table 4. Node level regression for collaboration tie degrees.
Collaboration tie degrees within Rocom | |||||||||||
Variable | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 |
LnTenure | .42*** | −.25 | |||||||||
LnPapers | .74*** | .61*** | .61*** | .61*** | .59*** | .60*** | .51*** | .50*** | |||
LnCitations | −.12 | −.13 | −.08 | −.10 | −.15 | .34*** | .29*** | ||||
Gender | .02 | .03 | .10 | .01 | |||||||
Professor | −.12 | −.07 | |||||||||
Associate prof. | .11 | ||||||||||
Prestige | .06 | .03 | .10 | ||||||||
R2 | .17*** | .28*** | .27*** | .27*** | .28*** | .29** | .27** | .26*** | .26*** | .11*** | .12*** |
Adjusted R2 | .17*** | .27*** | .26*** | .26*** | .27*** | .27** | .26** | .26*** | .26*** | .11*** | .11*** |
Note. Standardized Coefficients reported, *p<.05, **p<.01, ***p<.001. The node level regression models were performed using 20.000 random permutation. The most important academic titles within the Romanian higher education system are those of a ‘Professor’ and ‘Associate Professor’ (in Romanian ‘Conferentiar’). In our regression models, we created dummy variables for both titles. We also created a dummy aggregated variable called ‘Prestige’, where an ego has 1 if Professor or Associate Professor, and 0 otherwise.