Fig. 3

Correlation between average screentime (A), number of activations (B), and number of notifications (C) of selected Apps and average hedonic and eudaimonic well-being in the between-person level, in the << blinded for review>> study. The figure presents the partial correlation of the between-person level well-being outcomes (Y) and App-use features (X) adjusting for age and gender. For instance, the average score of positive emotion (y1) and screentime on Snapchat (x1) are calculated for each person. The partial correlation coefficient between y1 and x1 is then estimated among the study participants. Bonferroni correction is conducted to correct for multiple testing (adjusted P value threshold = 0.05/#=0.0083, where #=6). None of the correlation coefficients are significant statistically after the correction.