When activities within the organization are confronted with different
types of stochastic environments, the owner of the firm has to evaluat
e the benefits and the costs involved in establishing multiple special
ized divisions. The benefit from departmentalization is the ability to
better match incentives to the extent of uncertainty confronting diff
erent activities. The cost of departmentalization is the increase in t
he number of required managerial positions, which implies that the own
er has to deal with a bigger number of individuals that can assume onl
y limited risk. Only when the extent of 'stochastic dissimilarity' amo
ng activities is significant, can the benefit more than outweigh the c
ost.