From: Physical activity and cognitive function: moment-to-moment and day-to-day associations
Model: Max Counts 60 min | Model: Max Counts 20 min | Model: Active time 60 min | Model: Active time 20 min | |||||||||||||
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B | SE | p | B | SE | p | B | SE | p | B | SE | p | |||||
Fixed effects | ||||||||||||||||
Intercept | 1849.93 | 54.71 | <.001 | 1843.76 | 54.61 | <.001 | 1823.62 | 54.48 | <.001 | 1825.36 | 54.47 | <.001 | ||||
EMA day | −27.49 | 1.78 | <.001 | −27.44 | 1.78 | <.001 | −27.52 | 1.78 | <.001 | −27.46 | 1.78 | <.001 | ||||
EMA session number | 4.28 | 4.87 | .380 | 4.00 | 4.87 | .412 | 5.10 | 4.88 | .296 | 4.64 | 4.87 | .341 | ||||
Weekend | −8.78 | 9.43 | .352 | −9.35 | 9.43 | .321 | −8.70 | 9.43 | .356 | −9.04 | 9.43 | .338 | ||||
Company | −23.27 | 9.05 | .010 | −23.86 | 9.06 | .008 | −24.36 | 9.06 | .007 | −24.70 | 9.07 | .006 | ||||
Location | −21.83 | 9.30 | .019 | −24.31 | 9.30 | .009 | −21.01 | 9.31 | .024 | −23.36 | 9.29 | .012 | ||||
Agea | 23.48 | 3.22 | <.001 | 23.56 | 3.22 | <.001 | 23.66 | 3.22 | <.001 | 23.65 | 3.22 | <.001 | ||||
Educationa | −1.67 | 7.06 | .813 | −1.61 | 7.06 | .820 | −1.57 | 7.07 | .824 | −1.57 | 7.07 | .824 | ||||
Sex | 123.86 | 47.20 | .009 | 124.58 | 47.23 | .009 | 127.00 | 47.27 | .008 | 127.09 | 47.27 | .008 | ||||
Race/ethnicity | 176.92 | 54.05 | .001 | 176.81 | 54.09 | .001 | 178.12 | 54.14 | .001 | 178.02 | 54.14 | .001 | ||||
Physical activityb | −.20 | .05 | <.001 | −.50 | .13 | <.001 | −1.26 | .30 | <.001 | −3.11 | .70 | <.001 | ||||
Variance components | Estimate | SE | Wald Z | p | Estimate | SE | Wald Z | p | Estimate | SE | Wald Z | p | Estimate | SE | Wald Z | p |
Residual | 95,534.17 | 1764.47 | 54.14 | <.001 | 95,531.31 | 1764.41 | 54.14 | <.001 | 9549.35 | 1763.66 | 54.14 | <.001 | 99,671.15 | 1841.34 | 54.13 | <.001 |
Random intercept | 149,485.96 | 12,793.43 | 11.68 | <.001 | 149,708.39 | 12,811.99 | 11.69 | <.001 | 149,977.38 | 12,834.40 | 11.69 | <.001 | 15,128.72 | 12,959.85 | 11.67 | <.001 |