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For discrete inclusions in Banach spaces we study stability questions. The main result states that for discrete inclusions on a reflexive Banach space various characteristic exponents characterizing different concepts of stability coincide. Using this result it is shown that the convexification of an exponentially stable difference inclusions is exponentially stable. It is examined to what extent these results can be carried over to the time-varying case.