Lipophilicity refers to the chemical property of a compound to dissolve in fats, oils, lipids, and non-polar solvents, which is crucial for the absorption, distribution, metabolism, and excretion of drugs. It is a key factor in drug design, influencing the permeability of compounds through biological membranes and their bioavailability.