A prepolymerization catalyst for use in a gas phase polymerization of an olefin or combinations of olefins which comprises (A) a solid catalyst component comprising magnesium, halogen, titanium and an electron donor and having a weight-average particle diameter of 15 to 45 μm, (B) at least one organoaluminum compound and (C) a prepolymer of an ethylene and/or at least one α-olefin, wherein the molar ratio of aluminum to titanium (Al/Ti ratio) in the prepolymerization catalyst is 3 to 11 (mol/mol), the weight ratio of the prepolymerization catalyst to the solid catalyst component (prepolymerization catalyst/solid catalyst component) is 4 to 25 (g/g), the content of volatile materials (VM) in the prepolymerization catalyst is 2.0% by weight or less, and the intrinsic viscosity [η] measured in tetralin at 135° C. is 2.0 dl/g or less.