How was Hoover at all influential after 1932? The Republican Party even abandoned his conservative foreign policy and adopted FDR's internationalism. Robert Taft could not once get nominated.
Hoover managed to singlehandedly ruin America, and the effects of his ruination continue to be felt today.
Single-handedly ruin? Andrew Mellon, several senators, and the entire Federal Reserve (biggest culprit) certainly had a rather large hand in it themselves.
Hoover just get the entire s**t hitting the air. While he indeed was a clumsy in dealing with depression, he's not the one responsible for collapse. Such things are long running processes with a deeper roots.