With the increasing number of waste tires, rubberized concrete, as a sustainable building material, has garnered widespread attention for its performance and environmental benefits. This study utilized KH-570 modified rubber particles to replace ordinary sand in the preparation of concrete, assessing the workability, shrinkage performance, and axial compression characteristics of rubberized concrete, and establishing a stress-strain constitutive model. The research indicates that the introduction of rubber particles enhances the irregularity and roughness of particles within the concrete matrix, leading to increased inter-particle friction and a reduction in workability. Pre-treatment with KH-570 effectively improves workability, particularly when the rubber content is 15%. Rubberized concrete exhibits higher ductility and slower crack propagation rates, with a decrease in elastic modulus and peak stress as rubber content increases, indicating an enhancement in the deformability and toughness of the concrete. The KH-570 pre-treatment partially counteracts this trend and significantly improves the energy absorption capacity of the concrete. The addition of unmodified rubber particles leads to an increased shrinkage rate in concrete, while the surface pre-treatment with KH-570 enhances the adhesion of rubber to the cementitious matrix, mitigating concrete shrinkage. The proposed axial stress-strain constitutive model for rubberized concrete accurately predicts the mechanical characteristics during the transition from elastic to plastic behavior. Rubberized concrete significantly reduces carbon dioxide emissions per unit volume, especially in untreated rubberized concrete, and offers better cost-effectiveness. In the construction of airport patrol roads, rubberized concrete demonstrates excellent durability and lower maintenance costs. In summary, rubberized concrete not only improves the ductility and toughness of concrete but also offers significant environmental and economic benefits, making it a promising sustainable building material.