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It's actually the opposite. Salaries in bum-fuck-ville are massive (because they need to pay that much to attract and keep physicians), while physicians will be paid less for jobs in "attractive" places like big cities or prestigious academic positions.

One of my cousin's husbands is a cardiologist in rural Texas and he basically has his own castle. 

And he drinks more expensive wine than I do.