R1 x Si(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) or of a siloxane derivative and a fluorinated carbon compound 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 a fluorinated carbon.