Provided is means capable of enhancing the skin permeability of rivastigmine without adversely affecting the pressure-sensitive adhesive property of a patch. Specifically, provided is a non-aqueous patch, comprises: a support; a drug-containing pressure-sensitive adhesive layer; and a release liner, wherein the drug-containing pressure-sensitive adhesive layer comprises: rivastigmine; 0.3 % by mass or more of a saturated fatty acid having 20 to 24 carbon atoms; and a rubber-based pressure-sensitive adhesive.