We investigate the $L^{p}$ boundedness for a class of parametric Marcinkiewicz integral operators associated to submanifolds and a class of related maximal operators under the $L(log L)^{α}(𝕊^{n-1})$ condition on the kernel functions. Our results improve and extend some known results.