I don't think there is one. Also - most franchises require a large up front payment. For instance, to buy a McDonald's franchise can go into the millions. Even work at home franchises still need some initial outlay.
In a recession there is nothing that is recession-proof. Obviously some things will be more unnecessary than others (such as jewellery or make-up) but during a recession, every business suffers because they are all linked.