Flat-rate shipping is calculated using Geo-Zones. You should set up Geo Zones to use Flat-Rate shipping first.

To edit flat-rate shipping, go to  Settings -> Shipping and then click the "Edit" icon next to Flat-Rate Shipping. Now you can enter different shipping rates for different geo zones and also apply tax to the shipping cost. Don't forget to click the 'Save' button after the settings.