Develop culturally adapted dementia risk indicators via digital technology-based phenotyping (e.g. wearable sensors, voice analytics) and longitudinal data analysis of spatiotemporal lifestyle patterns across global ageing cohorts, enabling precision identification of high-risk elderly in community settings.