An additional quality check on the MIMS was performed according to three quality control flags that included:1) the number of data quality flags during the minute exceeds 0, using the NHANES variable 'PAXQFM'; 2) the estimated wake/sleep/wear status during the minute was coded as 'non-wear', using the NHANES variable 'PAXPREDM'; and 3) the MIMS unit could not be computed for that minute and was coded as '-0.01' in the NHANES variable 'PAXMTSM'. Minutes identified with quality control flags were considered missing and imputed by averaging MIMS at similar time points on different days of the week, analogous to the approaches implemented in GGIR. 1 Before the imputation, we considered a monitoring day as a valid if the total number of valid wear minutes (i.e., valid wake time wear + valid sleep wear) exceeds 16 hours using the NHANES variables 'PAXWWMD' and 'PAXSWMD'.