We decided to try out a different craft. The kids painted glue onto a balloon and then wound yarn around it. After several layers of glue and yarn, we hung it to dry. The next day, we popped the balloon and removed it. They were pretty impressed with the resulting form.
The next time we try it, I think we will water down the glue to make it easier to spread.