The solubility parameter is a numerical value that indicates the solubility characteristics of a compound, helping predict how substances will dissolve in one another. It is particularly useful in understanding polymer-solvent interactions and is calculated from cohesive energy density, providing insight into miscibility and compatibility of materials.