Fractional moments of the passage-times are considered for positively recur
rent Markov chains with countable state spaces. A criterion of the finitene
ss of the fractional moments is obtained in terms of the convergence rate o
f the transition probability to the stationary distribution. As an applicat
ion it is proved that the passage time of a direct product process of Marko
v chains has the same order of the fractional moments as that of the single
Markov chain.