The thin film transistor includes, over a substrate having an insulating surface, a gate insulating layer covering a gate electrode, an amorphous semiconductor layer over the gate insulating layer, a semiconductor layer including an impurity element imparting one conductivity type over the amorphous semiconductor layer. The amorphous semiconductor layer comprises an NH radical. Defects of the amorphous semiconductor layer are reduced by cross-linking dangling bonds with the NH radical in the amorphous semiconductor layer.