Self-consistent field theory is a computational method used to approximate the electronic structure of atoms, molecules, and solids by iteratively solving the Hartree-Fock equations. It achieves a balance between computational efficiency and accuracy by considering the average effect of electron-electron interactions in a mean-field approach.