We examine quantitatively the impact of boundary nucleation on the siz
e distribution of product grains in a computer simulation of a two-dim
ensional phase transformation. This is accomplished by determining the
probability distribution of product grain areas under different nucle
ation conditions. Specifically, a comparison of the moments of normali
zed area distributions of product grains arising from site-biased nucl
ei with the corresponding moments of the area distribution of Voronoi
grains reveals those spatial features of the collection of catalytic s
ites which most affect product microstructure. The impact of other rel
evant length scales, including the square root of the inverse nucleati
on site density, the lattice parameter, and the system size, on micros
tructure is also discussed.