In this paper, we investigate the permutation property of the Dickson polynomials En(x, a) of the second kind over Z(m). Due to a known result, it suffices to consider permutation polynomials E-n(x, a) over Z(pt), where p is a prime and t is a positive integer. We identify all permutation polynomials of E-n(x, a) over Z(pt) for (I) p = 2 and (II) p is odd and a is a square over Z(p). For odd p and nonsquares a in Z(p), we determine a large class (if not all) of permutation polynomials E-n(x, a) over Z(pt). A conjecture is also presented in this paper. If this conjecture is true, then all Dickson permutation polynomials E-n(x, a) of the second kind over Z(m) are determined.