For years we had a good amount of chickadees, blue jays, and crows all summer in the Chicago area but over the past three years or so I see very few. I spoke to a member of our local audubon society and they said they think west nile virus has kept some of these birds away during peak mosquito season, though I did hear a chickadee the other day. They seem to return as soon as the weather cools a bit.
Like someone else said, the information on population is important. There's a great website I use to report all the birds we see, and you can opt to have it send you an email with your findings which also serves as a way to keep track for myself. Here's a link.
http://ebird.org/content/bcn/about/whatisebird.html
I hope the birds are back soon!