Duck Tape
I tried that in 6th grade...trouble with duct tape is that it quickly wears thru on the sole if you wrap it around the shoe. Any other method of adhesion is essentially useless. shoe goo is definitely the best option here, but Frantzie just wanted to make a whiny vanity...