We revisit the optimal periodic dividend problem where dividend payments can only be made at the jump times of an independent Poisson process. Recent results have shown, in the dual (spectrally positive) model, the optimality of a periodic barrier strategy where dividends are paid at dividend-decision times if and only if the surplus is above some level. In this paper, we show its optimality for a spectrally negative L\'evy model with a completely monotone L\'evy density. The optimal strategies and the value functions are concisely written in terms of the scale function. Numerical results are also given.
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