Due to the climate, houses need more isolation and heating that the typical US house. This leads to stricter regulations on house construction, which causes construction prices to rise even more...
Removing our reducing these regulations would simply allow promoters to botch the job without reducing price... So we're stuck with these prices but have houses that keep us warm in the winter.