In this paper, we show that how monetary policy should respond in the aftermath of a rare but large-scale natural disaster such as typhoons and earthquakes, using simulation analysis from the view of New Keynesian perspective. Since the conditions for the simulation is different from previous studies, monetary tightening for inflation stabilization does not necessarily have better performance in the aftermath of a disaster shock.