A framework, called time-dependent ghost Gutzwiller approximation (td-gGA), is suited for studying nonequilibrium dynamics in correlated electron systems. By performing benchmark calculations on the Hubbard model, it's demonstrated that td-gGA method captures relaxation of local observables and achieves a quantitative agreement with td-DMFT wide range model parameters timescales.