Yes, the thicker the sway bar the less flex it gives on the movement of wheels but this also changes your tire wear. If it's to thick the wheels will hop.
Race cars have adjustable sway bars where they can adjust the tolerance of under or oversteer according to the strut rebound and damping settings.