Estimation Results
| Model 1 | Model 2 | |||||
|---|---|---|---|---|---|---|
| Main Effects (H1, H2a/b) | Multichannel interactions (H3, H4a/b) | |||||
| Variable | b | SE | Exp(b) | b | SE | Exp(b) |
| CH (b1) | 0.732*** | 0.016 | 2.079 | 0.864*** | 0.018 | 2.372 |
| SWITCH_IN (b2) | 1.941*** | 0.178 | 6.964 | 1.457*** | 0.187 | 4.294 |
| SWITCH_NI (b3) | −0.161*** | 0.041 | 0.852 | −0.306*** | 0.048 | 0.737 |
| PPR (b4) | 3.171*** | 0.024 | 23.842 | 3.738*** | 0.049 | 42.015 |
| INT (b5) | 0.027*** | 0.001 | 1.027 | 0.026*** | 0.001 | 1.027 |
| DUR (b6) | −0.002*** | 0.000 | 0.998 | −0.002*** | 0.000 | 0.998 |
| CH × PPR (b7) | −0.363*** | 0.027 | 0.696 | |||
| SWITCH_IN × PPR (b8) | 1.136*** | 0.113 | 3.114 | |||
| SWITCH_NI × PPR (b9) | 0.380*** | 0.072 | 1.463 | |||
| FCH[2..K] (λ[2..K]) | *** | *** | ||||
| LCH[2..K] (μ[2..K]) | *** | *** | ||||
| Constant | −7.776*** | 0.433 | 0.000 | −7.931*** | 0.422 | 0.000 |
| Log Likelihood | 34,234 | 34,110 | ||||
| R2 Nagelkerke | 0.543 | 0.545 | ||||
| R2 McFadden | 0.532 | 0.534 | ||||
| N | 1,664,673 | 1,664,673 | ||||
Notes: *p < 0.05. **p < 0.01. ***p < 0.001.