The Rockwell hardness test is a method used to determine the hardness of a material by measuring the depth of penetration of an indenter under a large load compared to the penetration made by a preliminary minor load. It is widely used due to its simplicity, speed, and ability to provide direct hardness readings without the need for optical measurements.