PVA-based hollow fiber membranes are produced by, for example, a process which comprises extruding an aqueous solution of a vinyl alcohol-based polymer into an aqueous solution of a dehydrating agent such as sodium sulfate, a process which comprises extruding an aqueous solution of a vinyl alcohol-based polymer into an aqueous solution of an alkali such as sodium hydroxide and a process which comp