If the stitching on your shoe breaks but the leather or canvas is damage-free, try hand-stitching to fix your shoe. It's possible to make hand-stitching that's as strong as machine-stitching as long as you use the right thread and needle. Use 5-cord waxed-linen thread, available in fabric stores and upholstery shops. Use a needle with a leather point and a hook, or a curved hand-sewing needle. You'll probably want to protect your fingertips with a thimble.
Thread the needle. Tie the thread ends together with a single, tight knot. Trim off the loose ends.
Separate the two pieces of shoe material, where the hole is located, by gently lifting up on the top layer. Don't pull too hard because that will make the hole bigger.
Slip the needle's tip between the layers, and poke it through the first open hole in the upper layer. Pull the needle and thread through until the knot rests against the shoe leather or canvas. Don't pull hard enough to pull the knot through the hole.
Push the needle down through the next hole, this time going through both the upper and lower layer. Wear the thimble if pushing on the needle hurts your finger. Use the original stitching holes. Pull the needle through. If your fingers don't fit inside the shoe, use the pliers to grip the needle.
Work your way all the way across the damaged area, making either a running stitch or a straight stitch. Anchor the stitching at the end of the gap by making three stitches right on top of one another inside the shoe.