Table 10.
Results of exploratory generalized linear mixed effects model for total logged laughter count including additional predictors from main study
Fixed effects | Random effects | |||||||
---|---|---|---|---|---|---|---|---|
Coeff. | B | CI | SE | z | p | Coef. | SD | |
Intercept | β00 | 0.154 | – 0.285; 0.593 | 0.224 | 0.688 | .492 | r0i | 0.845 |
Day | β10 | – 0.052 | – 0.064; – 0.041 | 0.006 | – 8.804 | < .001 | r1i | 0.038 |
Compliance Day | β20 | 0.139 | – 0.033; 0.312 | 0.088 | 1.583 | .113 | r2i | 0.376 |
Compliance General | β01 | – 0.430 | – 1.169; 0.309 | 0.377 | – 1.140 | .254 | ||
Missed Days | β02 | – 0.074 | – 0.111; – 0.037 | 0.019 | – 3.915 | < .001 | ||
Wearable | β03 | 1.119 | 0.774; 1.464 | 0.176 | 6.361 | < .001 | ||
Age | β04 | 0.003 | – 0.008; 0.013 | 0.005 | 0.498 | .619 | ||
Gender (m) | β05 | – 0.068 | – 0.383; 0.247 | 0.161 | – 0.425 | .671 | ||
Borrowed Phone | β06 | 0.770 | 0.019; 1.520 | 0.383 | 2.010 | .044 | ||
Wearable * Day | β07 | 0.020 | 0.004; 0.035 | 0.008 | 2.495 | .013 | ||
Wearable * Borrowed Phone | β08 | – 0.254 | – 1.182; 0.674 | 0.474 | – 0.537 | .592 |
Npar= 133, Nobs= 3,031, ICC = .58, φ = 1.60