For one perspective on science fairs, read "Among Schoolchildren" by Tracy Kidder. It's about a year in the life of a teacher and her class in an urban Massachusetts school. Her chapter on the disparity of resources for kids in a science fair is quite moving. After the fair, she swore never to participate in another. Liz Johnson