Fig. 1

Flow chart of participants in the CHARLS and NHANES databases. A flow chart of the CHARLS [A 2018 and 2020 survey data] and NHANES [B 2017–2020.03 and 2021.08–2023.08, Year cycle]. The strategy employed involved extracting the variables, calculating the required indicators directly, and subsequently eliminating the missing values