Your post reminded me of some of the work by Mark Granovetter on the strength of weak ties. As far as I am aware there has been no large-scale study that analyzes professional or social networks in this context.

https://sociology.stanford.edu/sites/default/files/publications/the_strength_of_weak_ties_and_exch_w-gans.pdf