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How does one recover from a bad app update that corrupts app data?

I'm curious as to how one recovers from a bad app update that corrupts/destroys app data. How exactly does one restore the previous app version and it's data? Note, I use iTunes for OS X to sync/backup my iPhone and I have Time Machine backups of my Mac.