“…According to the previous studies ( 20 , 21 ), relevant covariates were included in the analysis to account for potential biases: ( i ) Demographics, including sex, type of residence (urban and rural), age, years of education and body mass index (BMI); ( ii ) Psychological factors, represented by psychological well-being (PWB) ( 22 ), which is the total score of 7 questions ranging from 7 to 35, including being optimistic about things, keeping things neat, feeling afraid or anxious, feeling lonely, making your own decisions, feeling useless as you get older, and feeling happier when you were younger, with higher scores indicating better well-being; ( iii ) health-related behaviours, including smoking, drinking and exercising. Participants were considered “yes” if they had or were still engaged in these behaviours; ( iv ) community support ( 23 ), calculated by the total score of 9 services (personal care, home visits, psychological counselling, daily shopping services, social entertainment, legal assistance, medical education, neighbourhood relations, and other services) provided by the community, with a score of 1 for those who have this support and 0 for those who do not; ( v ) disease that may affect cognition in older adults ( 24 ), including hypertension, cardiopathy, cerebrovascular disease, pulmonary disease, dysaudia and somnipathy.…”