Reduce burning time for a toaster by changing resistor?
There's not much on that board to go wrong, and it looks pretty old and like it's seen some relatively high temperatures.
Start by swapping out that electrolytic capacitor (the can bottom right) with a new one. Observe polarity(!)
While you're at it, examine the connections carefully to the pot to make sure that one of the pads has not lifted causing the time to be longer than expected. To do this look carefully at the solder blobs on the 3 pins (two are connected together) and gently push sideways on the pot shaft in various directions. Any motion at all relative to the board indicates a lifted pad (can be easily repaired by jumpering over it to a nearby pad with a few bits of bare wire). In fact you can do that pre-emptively.

These two things (aged electrolytic capacitors and mechanical damage- especially near mounting, heavy parts or user actuated components) amount for quite a few failures. Modern switching power supplies have a few more stressed parts so they can fail catastrophically in a few more places, but that doesn't apply here.