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The stochastic stability analysis problem is studied in this paper for Markovian jump linear systems with time delay. An improved approach is proposed to address it by taking a triple-integral term into account in the defined Lyapunov functional. By means of linear matrix inequalities, a delay-dependent condition is derived to guarantee the stochastic stability of the delayed Markovian jump linear systems. A numerical example is presented to demonstrate the advantage of the developed approach over some existing results.