Relativistic corrections to the expression for the energy of the electrons in the atom are α2 as big as the non-relativistic value of the energy. Hence the size of α determines the scale of the fine structure of the spectrum of the atom.
The most accurate determination of the fine structure constant comes from measurements of the electron magnetic moment anomaly.