Ligand field theory is an extension of crystal field theory that accounts for the covalent interactions between ligands and metal ions in coordination complexes, providing a more accurate description of the electronic structure and properties of these complexes. It helps explain phenomena such as color, magnetism, and stability of coordination compounds by considering both ionic and covalent bonding aspects.