Nonlinear stochastic dynamical systems as ordinary stochastic differential
equations and stochastic difference equations are in the center of this pre
sentation in view of the asymptotic behavior of their moments. We study the
exponential p-th mean growth behavior of their solutions as integration ti
me tends to infinity. For this purpose, the concepts of attractivity, stabi
lity and contractivity exponents for moments are introduced as generalizati
ons of well-known moment Lyapunov exponents of linear systems. Under approp
riate monotonicity assumptions we gain uniform estimates of these exponents
from above and below. Eventually, these concepts are generalized to descri
be the exponential growth behavior along certain Lyapunov-type functionals.