We present a unified dynamical mean-held theory for stochastic self-or
ganized critical models. We, use a single site approximation, and we i
nclude the details of different models by using effective parameters a
nd constraints. We identify the order parameter and the relevant scali
ng fields in order to describe the critical behavior in terms of the u
sual concepts of nonequilibrium lattice models with steady states. We
point out the inconsistencies of previous mean-field approaches, which
lead to different predictions. Numerical simulations confirm the vali
dity of our results beyond mean-field theory.