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At study completion, these raw data were extracted from the study server and processed into daily summary features (Table 1) using a publicly available R script developed by Barnett and Onnela [109,110]. GPS data from smartphone devices are prone to large amounts of missing data [111]; therefore, advanced multiple imputation methods based on weighted resampling of the observed data were used to account for missingness before feature calculation.
JMIR Hum Factors 2024;11:e59974
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