I cannot use headphones to counter noise and distraction. If I use music, I pay attention to the music. White noise I feel like I'm in a science fiction movie. And regardless of how comfortable a particular headphone may be, something on my head is itself a distraction.

Headphones may be at best a distraction mitigation, but what they really are is evidence that your environment is crap.