Crystal Field Theory explains the electronic structure and properties of coordination complexes by considering the effect of an electric field created by surrounding ligands on the d-orbitals of the central metal atom. It provides insight into the color, magnetism, and stability of these complexes by predicting the splitting patterns of d-orbitals and their energy levels.