Walking is best exercise for weight lose because it helps in losing the weight and helps in increase the stamina. Although it help in losing the weight it also help in shaping the body.
I stumble, at least once, when I go on walks but I haven't properly fallen over in a long time (thankfully! Last time I fell over I was covered in bruises and scratches for ages).