The materials used in US house construction are practically restricted by a requirement to survive extreme seismic and wind loading. In the US there are ghost towns where brick and masonry cities were completely obliterated by these hazards. As the US learned how to engineer buildings that mitigated these risks, these learnings were reflected in construction standards.
This led to the highly evolved wood-frame and steel-frame structures used in all construction in the US you see today. There are still a few old brick and masonry buildings from before these building codes, but most of the buildings from those eras collapsed in one disaster or another.