This work provides a new strategy for using the combined effect of coating-CaF2 and La-doping to improve the electrochemical performance of lithium-rich layer material. Here, La-doping in metal transition(MT) layer is employed to block the migration channel of TM ions and stabilize the crystal structure, and coating-CaF2 on the surface of lithium-rich layer oxide material is employed to retard the side reaction between active material and electrolyte. Benefiting from the combined effect of coating-CaF2 and La-doping, CaF2 coated Li1.2Mn0.52Ni0.13Co0.13La0.02O2 exhibits excellent cycling performance and voltage stability. CaF2 coated Li1.2Mn0.52Ni0.13Co0.13La0.02O2 delivers the initial discharge capacity of 227.1 mAh g−1 at 0.5 C. After 100 cycles, its retention of discharge capacity is 93.9%, and its voltage decay is only 0.203 V. This connecting mechanism of coating and doping, which can avoid the insufficient of single coating or single doping, is very helpful to develop effective strategies for the modification of Li-rich oxide materials.