A material containing, as a main component, an organic silicon compound represented by the following general formula:R1xSi(OR2)4-x(where R1 is a phenyl group or a vinyl group; R2 is an alkyl group; and x is an integer of 1 to 3) is caused to undergo plasma polymerization or react with an oxidizing agent to form an interlayer insulating film composed of a silicon oxide film containing an organic component. As the organic silicon compound where R1 is a phenyl group, there can be listed phenyltrimethoxysilane or diphenyldimethoxysilane. As the organic silicon compound where R1 is a vinyl group, there can be listed vinyltrimethoxysilane or divinyldimethoxysilane.