Fig. 5
Estimates of the relationship between measures of data quality and smartphone survey domains (see Supplementary Material 1 for questions included in each domain). The x-axis shows the lag in weeks between the survey score (outcome) and a data quality metric (covariate). The y-axis shows several data quality metrics: accelerometer total coverage (Acc), GPS total coverage (GPS), the amount of time between receiving and viewing a survey (View), the time between viewing and submitting a survey (Sub), and the total number of surveys completed (Comp). Blue panels represent a positive relationship, and red panels represent a negative relationship. Color shade represents the negative log10 p-value for each model covariate. Significance without multiple correction for p < 0.05 is shown with a black dashed border. Correcting for multiple testing using the Benjamini–Hochberg–Yekutieli procedure, significant results are shown with a black solid border. For a numeric table of these values, see Supplementary Material 2
