Table 3 Results from the unadjusted and adjusted models predicting SMFQ, GAD-7 or WEMWBS score from average hour of tweet posting.
Model | SMFQ (depressive symptoms) | GAD-7 (anxiety symptoms) | WEMWBS (wellbeing) | |||
|---|---|---|---|---|---|---|
Unadjusted | Adjusted | Unadjusted | Adjusted | Unadjusted | Adjusted | |
Observations | 786 | 801 | 628 | |||
Participants | 302 | 304 | 277 | |||
Tweets | 17,105 | 17,598 | 14,445 | |||
LRT P-value | 0.002 | 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 |
Partial R2 | 0.003 | 0.002 | 0.006 | 0.007 | 0.018 | 0.019 |
Marginal R2 | 0.003 | 0.145 | 0.006 | 0.132 | 0.018 | 0.065 |
AIC | 7343.7 | 7297.9 | 7472.4 | 7432.3 | 4226.1 | 4206.5 |
BIC | 7376.4 | 7339.9 | 7505.2 | 7474.5 | 4261.6 | 4251.0 |