I don't do it anymore, although I used to. These days, I normally look straight ahead, and at the same time take in the sights around me. I prefer walking with my chin up, literally.
But as I said, I used to always look at the ground while walking, pretty much until 2006. I think it's all part of coming out of my shell.
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clarity of thought before rashness of action