Kiyomasa Nakatsuka

Electric appliance usage measured by a sensor and frailty in Japan

Abstract Background The measurement of in-home activity for frailty is limited by poor adherence, recall bias in self-reported measurements, and difficulties with long-term tracking. Data on electrical appliance usage can estimate in-home activities and be measured every minute,...