Table 2 Multilevel model analyses to predict physical behavior: fixed and random effects
| Â | PA models | SB models | ||||||
|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 3 | Model 1b | Model 2b | Model 3b | ||
b /stand. b (SE) | b /stand. b (SE) | b /stand. b (SE) | b /stand. b (SE) | b /stand. b (SE) | b /stand. b (SE) | b /stand. b (SE) | ||
Fixed effects | Intercept, \({\beta }_{00}\) | 3.393** (.570) | 3.499** (.571) | 3.519** (.575) | 3.514** (.571) | 22.167** (5.810) | 21.450** (5.773) | 21.438** (5.870) |
Sexa, \({\beta }_{03}\) | .076/.037 (.090) | .076/.036 (.090) | .073/.036 (.091) | .077/.038 (.090) | -.199/-.010 (.915) | -.202/-.009 (.908) | -.233/-.011 (.923) | |
Age, \({\beta }_{01}\) | -.009/-.025 (.010) | -.009/-.024 (.010) | -.009/-.026 (.010) | -.009/-.026 (.010) | -.175/-.048 (.099) | -.173/-.049 (.098) | -.173/-.047 (.100) | |
BMI, \({\beta }_{02}\) | -.017/-.033 (.022) | -.017/-.033 (.022) | -.016/-.032 (.022) | -.017/-.033 (.022) | -.029/-.006 (.226) | -.028/-.005 (.224) | -.029/-.006 (.228) | |
Calmness, \({\beta }_{30}\) | -.006**/-.130 (.002) | -.006**/-.128 (.002) | -.006**/-.126 (.002) | -.006**/-.127 (.002) | .054*/.109 (.018) | .051**/.109 (.018) | .054**/.108 (.018) | |
Valence, \({\beta }_{10}\) | .007**/.134 (.002) | .007**/.137 (.002) | .007**/.140 (.002) | .007**/.141 (.002) | -.026/-.049 (.021) | -.025/-.051 (.021) | -.028/-.054 (.021) | |
Energetic Arousal, \({\beta }_{20}\) | .007**/.156 (.001) | .007**/.157 (.001) | .007**/.156 (.001) | .007**/.161 (.001) | -.017/-.038 (.014) | -.019/-.039 (.014) | -.019/-.041 (.014) | |
Temperature, \({\beta }_{60}\) | –- | .025/.139* (.010) | .026**/.138 (.009) | .025**/.136 (.009) | –- | -.146/-.084 (.086) | -.150/-.081 (.086) | |
Precipitation, \({\beta }_{70}\) | –- | .007/.003 (.081) | .008/.003 (.081) | .005/.002 (.081) | –- | -.366/-.014 (.768) | -.365/-.014 (.767) | |
Calmness*temperature, \({\beta }_{80}\) | –- | –- | .001*/.072 (.001) | –- | –- | –- | –- | |
Valence*temperature, \({\beta }_{80}\) | –- | –- | –- | .001*/.075 (.001) | –- | –- | -.011*/-.066 (.005) | |
Time of day, \({\beta }_{40}\) | .069**/.265 (.025) | .032/.120 (.028) | .027/.102 (.028) | .030/.114 (.028) | .034/.013 (.244) | .267/.101 (.277) | .276/.106 (.273) | |
Time of day squared, \({\beta }_{50}\) | -.005**/-.260 (.002) | -.002/-.124 (.002) | -.002/-.108 (.002) | -.002/-.116 (.002) | .009/.053 (.017) | -.006/-.029 (.019) | -.006/-.036 (.019) | |
Random effects | Intercept, \({u}_{0}\) | .087** (.022) | .087** (.022) | .089** (.023) | .087** (.022) | 9.663** (2.428) | 9.475** (2.409) | .089** (.023) |
Residual, \(\mathrm{r}\) | .885** (.033) | .870** (.033) | .878** (.032) | .878** (.032) | 90.753** (3.223) | 89.106** (3.229) | .878** (.032) | |