Disclosed is a percutaneous absorption preparation for treatment of dementia that comprises rivastigmine or its pharmaceutically acceptable salt as an active ingredient, a styrene-isoprene-styrene block copolymer, a tackifier resin, and a plasticizer, which preparation contains a small amount of rivastigmine but allows a sufficient amount of the active ingredient penetrated into the skin to achieve an effective treatment of dementia.