A washing machine appliance or drive assembly, as provided herein, may include an agitator drive shaft, a stationary housing, and a motor. The agitator drive shaft may extend along a drive axis. The stationary housing may be disposed about the agitator drive shaft. The motor may be operably connected to the agitator drive shaft to drive rotation thereof. The motor may include a rotor, a stator, a support bushing, and a linear fastener. The rotor may be fixed to the agitator drive shaft. The stator may be rotationally positioned radially inward from the rotor. The support bushing may be ultrasonically welded within the stator. The linear fastener may extend through the fastener to the stationary housing.