Just a coincidence?
The EU’s worst [corruption] problems are to be found in Greece, Italy, Portugal and Spain (in the eurozone), and Bulgaria and Romania (outside it).
Not so much of a direct cause, but perhaps a relevant correlation nonetheless. Here is more.