Building envelope, Heating Ventilation and Air Conditioning, and lighting are major components in energy efficiency. LEED energy efficiency credits may be a good place to start for understanding the relative importance of different energy efficiency measures.
Specifically regarding construction materials, building envelope (insulation and glazing selection) is the major application, local climate also has a significant impact in the material selection.