The sluggish electron transfer kinetics in electrode polarization driven oxygen evolution reaction (OER) result in big energy barriers of water electrolysis. Accelerating the electron transfer at the electrolyte/catalytic layer/catalyst bulk interfaces is an efficient way to improve electricity-to-hydrogen efficiency. Herein, the electron transfer at the Sr
3
Fe
2
O
7
@SrFeOOH bulk/catalytic layer interface is accelerated by heating to eliminate charge disproportionation from Fe
4+
to Fe
3+
and Fe
5+
in Sr
3
Fe
2
O
7
, a physical effect to thermally stabilize high-spin Fe
4+
(t
2g
3
e
g
1
), providing available orbitals as electron transfer channels without pairing energy. As a result of thermal-induced changes in electronic states via thermal comproportionation, a sudden increase in OER performances was achieved as heating to completely suppress charge disproportionation, breaking a linear Arrhenius relationship. The strategy of regulating electronic states by thermal field opens a broad avenue to overcome the electron transfer barriers in water splitting.