A phase shift mask blank is composed of a transparent substrate and a phase shift film thereon. The phase shift film is made of at least two types of layer stacked in alternation, each type having a different composition and containing at least one element selected from among metals, silicon, oxygen and nitrogen. The alternately layered film enables a high-quality phase shift mask blank having improved chemical resistance to be achieved.