Mac App Store apps on a new Mac

I just bought a new iMac and I cannot open previous Mac App Store purchases. When I try, I'm prompted for my Apple ID, but then nothing happens. The app quits "hopping" and none of them open. The only workaround is to delete the app then re-download it, which I don't want to do. What am I missing?