Provided is a technology for obtaining a drain current of a sufficient magnitude in a field effect transistor using a nitride semiconductor. A channel layer that is Alx1Iny1Ga1-x1-y1N is formed on an upper surface of a semiconductor substrate, and on an upper surface of the channel layer, a barrier layer that is Alx2Iny2Ga1-x2-y2N having a band gap larger than that of the channel layer is formed. Then, on an upper surface of the barrier layer, a gate insulating film that is an insulator or a semiconductor and has a band gap larger than that of the barrier layer is at least partially formed, and a gate electrode is formed on an upper surface of the gate insulating film. Then, heat treatment is performed while a positive voltage is applied to the gate electrode.