Awesomely enough, KT Tape offered their product to help me out! I ordered the brightest color possible (duh). I followed the directions on application from their website and I went for a run. I didn't suffer from my usual shin splints.
I was always skeptical of this stuff. How is tape going to solve my problems? But honestly, it supports my muscles in a comfortable way and it stays on. If you can't afford a brand new pair of running shoes, but suffer from shin splints (or any other issues) try KT Tape out.
For those suffering from shin splints, here is a demonstration on how to apply the KT Tape.