“The new quality productivity has a positive impact on the resilience of the agricultural industry chain, providing new impetus for the high-quality development of agriculture. The research team established a multidimensional analysis system based on provincial panel data from 2012 to 2023, verifying regional heterogeneity characteristics and spatial spillover effects, and opening up new directions for agricultural modernization construction.”