Isn't the avionics room under the cockpit shielded to sustain operations through lightning storms, signals bouncing off the ionosphere, solar flares, etc.?
I've flown commercially with my phone left on and privately in Cessnas and I haven't experienced anything negative. My dad's a pilot too by the way and he said that there's no supporting evidence, but this is a just small rule so might as well comply.