Table 6.
Multilevel logistic regression results, dependent variable is 1 if the participant chose his or her preferred behavior, 0 otherwise.
| All Networks | Random | Clustered | Centralized | |
|---|---|---|---|---|
| Degree centrality | 0.118*** (0.013) | 0.185 (0.138) | 0.280 (0.401) | 0.210** (0.085) |
| Even degree | 0.164*** (0.060) | −0.305 (0.473) | 1.033** (0.476) | −0.400 (0.500) |
| Constant | 0.228* (0.136) | 1.171* (0.638) | −0.155 (1.638) | 0.922* (0.493) |
| Random effects | ||||
| Subject | 1.913 (1.383) | 9.231 (3.038) | 9.635 (3.104) | 12.13 (3.483) |
| Network | 0.017 (0.132) | |||
| Observations | 14,400 | 4,800 | 4,800 | 4,800 |
| logLik | −7956.3 | −1846.1 | −1767.9 | −1712.8 |
| Note: | *p < 0.1; **p < 0.05; ***p < 0.01 | |||
Three levels are specified, taking into account that repeated observations of behavior are nested within subjects, which are again nested within networks.