Let F be a totally real field. For each ideal class c of F and each real embedding ι of F , Hiroyuki Yoshida defined an invariant X(c, ι) as a finite sum of log of Barnes' multiple gamma functions with some correction terms. Then the derivative value of the partial zeta function ζ(s, c) has a canonical decomposition ζ (0, c) = ι X(c, ι), where ι runs over all real embeddings of F . Yoshida studied the relation between exp(X(c, ι))'s, Stark units, and Shimura's period symbol. Yoshida and the author also defined and studied the p-adic analogue X p (c, ι): In particular, we discussed the relation between the ratios [exp(X(c, ι)) : exp p (X p (c, ι))] and Gross-Stark units. In a previous paper, the author proved the algebraicity of some products of exp(X(c, ι))'s. In this paper, we prove its p-adic analogue. Then, by using these algebraicity properties, we discuss the relation between the ratios [exp(X(c, ι)) : exp p (X p (c, ι))] and Stark units.