I had the same thoughts. Headphones works well but I went to in-ear headphones back again. While walking I need to hear the surroundings and I'm always using only one earphone. Side depends on which side the road is.
Bone conduction headphones didn't give me the results I am getting with one simple in-ear headphone.
I mostly listen to podcast or audiobooks not music.