“…[3,12,19,[23][24][25] Innovative promising solutions address the twin impacts of an aging population with increased cognitive impairment and the shortage of caregivers [6,26]. Such occasions can be effectively dealt with through the utilization of digital health solutions, robots, artificial intelligence-driven sensors, embedded and wearable devices, including video, and other monitoring systems integrated into the home environment can offer increased security, safety, and health management, and social systems to support both the older adult with NCDs as well as informal and formal caregivers [12,22,27]. Some studies strongly support that everyday interactive products have the potential to support older adults to live well with NCDs, by improving their quality of life by preserving a person's sense of self, reducing anxiety and agitation, and bringing comfort, joy, and pleasure [28].…”