PresRDC,

In fact, in another thread TSAMGR did just that: explained what shoes are "profiled" for additional scrutiny even when they don't set off the metal detector. Profiled shoes are those which appear to be more than 1 inch thick including any heel.

It seems pretty simple. I'm not sure why the TSA doesn't just put it on the signs in the airport.