The polymer solubility parameter is a numerical value that quantifies the solubility characteristics of a polymer, helping predict its interactions with solvents and other polymers. It is based on the cohesive energy density of the polymer, which relates to the forces holding the polymer chains together, influencing compatibility and miscibility in mixtures.