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How can we figure out the last execution date of an ABAP program?

We plan to upgrade our SAP system and we want to clean unused specifics in ABAP programs. Is it possible to know the last execution date of an ABAP program? It'll help us to identify unused programs.
The transaction STAT can tell you this, however it is cleared after every system shutdown -- so if a program was last run before this, you might think it isn't used. At least you can find out those that definitely are used.

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