This paper is devoted to studying the behaviors of commutators for parameterized type Littlewood–Paley operators with \(b\in L^1_\textrm{loc}(\mathbb R^n)\) on the weighted Hardy spaces. Under the assumption of that the homogeneous kernel \(\Omega \) satisfies certain mild regularities and \(b\in \mathcal {BMO}_{p}(\omega )\) (a nontrivial subspaces of \(\mathrm BMO(\mathbb R^n)\) ) for certain \(\omega \in A_\infty \) with \(0<p\le 1\) , we obtain the boundedness of commutators \(\mu ^\rho _{\Omega ,b}\) generated by parameterized Marcinkiewicz operators \(\mu _\Omega ^\rho \) with b on the weighted Hardy spaces \(H^p(\omega )\) . The corresponding results for the commutators of parameterized Littlewood–Paley area integrals \(\mu _{\Omega ,S}^\rho \) and \(g_\lambda ^*\) -functions \(\mu _{\Omega ,\lambda }^{\rho ,*}\) are also given.