The shading coefficient affects air conditioning energy use more than heating energy use in buildings. This study aims to understand this difference to help save energy and reduce emissions. The researchers found that shading coefficient has a clear impact on air conditioning energy consumption, but not as much on heating energy consumption. This information can guide how buildings are designed to be more energy-efficient.