Embodiments of the present disclosure describe techniques and configurations for increasing thermal insulation in a resistance change memory device, also known as a phase change memory (PCM) device. In one embodiment, an apparatus includes a storage structure of a PCM device, the storage structure having a chalcogenide material, an electrode having an electrically conductive material, the electrode having a first surface that is directly coupled with the storage structure, and a dielectric film having a dielectric material, the dielectric film being directly coupled with a second surface of the electrode that is disposed opposite to the first surface. Other embodiments may be described and/or claimed.