Mae West's secret; her so called Double Deckers.
Since she was only 4 ft 9, she had these shoes custom made. Basically it's a shoe on top of another shoe which, when worn, would made her look around 9 inches taller than she actually was
The length of her dresses gowns was then adjusted so the 'top' shoe wasn't visible