Table 3.
Mixed effects regressions predicting negative affect. Model includes z-scored simulated weather variables. Estimates are β values with 95% CIs. Fixed effects Pseudo-R2 reports the variance explained across participants, whereas total effects Pseudo-R2 account for fixed effects + participant-level variability
| Model 1 | Model 2 | |
|---|---|---|
| Intercept | 2.10 *** | 2.10 *** |
| [2.03, 2.18] | [2.02, 2.18] | |
| Thermal Comfort | -0.10 *** | -0.10 *** |
| [-0.13, -0.06] | [-0.13, -0.06] | |
| Temperature Perception | 0.00 | 0.02 |
| [-0.03, 0.04] | [-0.02, 0.05] | |
| Temperature | -0.03 | |
| [-0.09, 0.02] | ||
| Relative Humidity | -0.00 | |
| [-0.05, 0.04] | ||
| Solar Radiation | -0.05 * | |
| [-0.08, -0.01] | ||
| Wind Speed | 0.01 | |
| [-0.02, 0.05] | ||
| Air Pressure | -0.04 | |
| [-0.09, 0.00] | ||
| N | 1946 | 1946 |
| N (UniqueID) | 313 | 313 |
| AIC | 4477.49 | 4500.14 |
| BIC | 4505.36 | 4555.88 |
| Pseudo-R2 (fixed) | 0.01 | 0.02 |
| Pseudo-R2 (total) | 0.49 | 0.48 |
*** p < 0.001; ** p < 0.01; * p < 0.05