To provide a method for manufacturing a thin film transistor with excellent electric characteristics and high reliability and a display device including the thin film transistor. A gate insulating film is formed over a gate electrode, crystal nuclei is formed over the gate insulating film using fluorosilane and silane, and crystal growth is generated using the crystal nuclei as nuclei to form a microcrystalline semiconductor film, so that crystallinity at an interface between the gate insulating film and the microcrystalline semiconductor film is improved. Next, a thin film transistor is manufactured using the microcrystalline semiconductor film having crystallinity improved at the interface between the gate insulating film and the microcrystalline semiconductor film as a channel formation region.