These different, contrasting effects of organizational capacity and needs on the willingness
to form a network may pose a problem. In order to capture both effects, we follow
Graddy and Chen (2006) by assuming a convex (U shape) or nonlinear relationship between
organizational size and the likelihood of network formation and include total number of
local staff and the total number of local staff in a quadratic form.