Retaking the Phillipines was important for a whole bunch of reasons, the least of which was PR.
Control of the Phillipines cuts the sea lanes between Japan and Southeast Asia, the source of the Oil for the War Machine.
And Okinawa couldn’t be taken with significant Air forces to the south in the Phillipines.
Oh. I guess that means there’s no masters thesis in my question.