A method for fabricating a semiconductor device where a critical dimension in a peripheral region is decreased. The method includes the steps of: forming a silicon nitride layer on a substrate including a cell region and a peripheral region; forming a silicon oxynitride layer on the silicon nitride layer; forming a line-type photoresist pattern on the silicon oxynitride layer such that the photoresist pattern in the cell region has a width larger than that of a final pattern structure and the photoresist pattern in the peripheral region has a width that reduces an incidence of pattern collapse; etching the silicon oxynitride layer and the silicon nitride layer until widths of a remaining silicon oxynitride layer and a remaining silicon nitride layer are smaller than the width of the photoresist pattern used as an etch mask through suppressing generation of polymers; and over-etching the remaining silicon nitride layer.