Using firm-level longitudinal data in Japan, this paper asks why many firms can achieve high productivity growth without any R&D investments. The effects of international R&D spillovers are much stronger than those of intranational spillovers. Even firms in developed countries like Japan have benefit from international R&D spillovers.