The present invention relates to a percutaneous absorption preparation that is lower skin irritation and enables efficient transdermal administration of an anti-dementia drug. More specifically, the present invention relates to a percutaneous absorption preparation comprising an anti-dementia drug, a polymer compound having an amino group, a polyvalent carboxylate ester, a fatty acid alkyl ester, a styrenic polymer compound, and a tackifier resin.