The study compared two related ceramic cathodes: a manganese-based material and an iron-based material. Both have a layered crystal structure used in fuel-cell electrodes, but the iron-based cathode had a more favorable arrangement of electronic energy levels between iron and oxygen atoms.

Calculations and experiments linked that arrangement to easier formation of oxygen vacancies, greater proton incorporation, and faster movement of oxygen and protons. The iron-based cathode also showed higher electronic conductivity and faster surface exchange and diffusion processes than the manganese-based material.