"In particular, I am interested in understanding why the best and the brightest high school students in the United States usually choose not to become engineers or scientists..."

Really? I guess my experience was different wherein I saw most of those who couldn't cut the math/science classes going different routes. I wouldn't consider those the "best and brightest" by any stretch of the imagination.