Map scaling refers to the relationship between a distance on a map and the actual distance it represents on the ground. It allows users to understand how much a real-world area has been reduced to fit onto a map, providing essential context for interpreting the size and distance of features in relation to each other. This concept is particularly important when discussing dilations and similarity transformations, as it helps establish how shapes and sizes are altered while maintaining proportionality.