highly significantP < 0.01
The spatial lag term (Wy(Kernel)) was highly significant (β = 0.900, P < 0.01), indicating a pronounced spatial spillover effect, whereby high-density village clusters in northern and central Henan facilitate the emergence of secondary clusters in adjacent regions through cultural diffusion, population migration, and shared agricultural practices.