In this paper, we investigate the existence of higher-order dynamics in lat
tice-based models. We have identified two conditions that determine whether
a model would allow some Burnett-like equations when the Chapman-Enskog ex
pansion is used. These two conditions are the number of the conserved quant
ity as well as the space and time discretization. We shall demonstrate thes
e conditions by discussing (1) pure diffusion equation and (2) hydrodynamic
equations. While the fact that diffusion equation allows the higher-order
dynamics can be shown easily, we will illustrate that care must be taken wh
en deriving Burnett-like equations for lattice-based hydrodynamics models u
sing the Chapman-Enskog method.