Zr4+-doped hollow spherical Na3V2(PO4)3 cathode material was prepared by spray drying method, and the influence of different Zr4+ doping levels (molar ratio of Zr4+ to Na3-x V2-x Zr x (PO4)3) on the material properties was investigated. Techniques such as X-ray diffraction (XRD), scanning electron microscopy (SEM), and in-situ XRD were used to analyze the effects of Zr4+ doping on the structure and electrochemical performance of the material. It can be observed that Zr4+ doping enhanced the structural stability of the material, effectively inhibiting structural collapse and volume expansion during cycling. When the Zr4+ doping level was 0.15, Na2.85V1.85Zr0.15(PO4)3 (NVZP-15) demonstrated a discharge specific capacity of 76.5 mA?h/g at 15.0 C, with a capacity retention of 80.6% after 800 cycles at 10.0 C.