Transition metal-based heterostructure materials are considered as promising alternatives to state-of-the-art noble metal-based catalysts toward the oxygen evolution reaction (OER). Herein, for the first time, a simple interface engineering strategy is presented to synthesize efficient electrocatalysts based on a novel CoFe₂O₄/β-Ni(OH)₂ heterogeneous structure for the electrochemical OER. Remarkably, the optimized CoFe₂O₄/β-Ni(OH)₂ electrocatalyst, benefiting from its hierarchical hexagonal heterostructure with strong electronic interaction, enhanced intrinsic activity, and electrochemically active sites, exhibits outstanding OER electrocatalytic performance with a low overpotential of 278 mV to reach a current density of 10 mA cm-2, a small Tafel slope of 67 mV dec-1, and long-standing durability for 30 h. Its exceptional OER performance makes the CoFe₂O₄/β-Ni(OH)₂ heterostructure a prospective candidate for water oxidation in alkaline solution. The proposed interface engineering provides new insights into the fabrication of high-performance electrocatalysts for energy-related applications.