A scale factor is a number that scales, or multiplies, some quantity in a proportional manner, often used in geometry to increase or decrease the size of a shape while maintaining its proportions. It is crucial in applications such as map reading, model building, and resizing images, where maintaining the relative size of dimensions is essential.