Table 2.

Estimates of fixed effects from the linear mixed effects models predicting MS^a.

Predictors	Model 1b				Model 2c				Model 3d
	Estimated	CI	P valuee	Estimated		CI	P valuee	Estimated		CI	P valuee
Age	–0.01	–0.02 to 0.01	.38	–0.01		–0.02 to 0.01	.46	–0.006		–0.02 to 0.01	.56
Gender (male)	0.13	–0.16 to 0.41	.39	0.12		–0.17 to 0.40	.43	0.11		–0.19 to 0.38	.49
Number of children	–0.1f	–0.33 to –0.02	.02f	–0.18		–0.33 to –0.02	.02f	–0.14		–0.30 to 0.02	.08
Origin (migrant background)	0.19	–0.18 to 0.55	.32	0.18		–0.20 to 0.53	.34	0.09		–0.29 to 0.02	.63
Occupation (service)	–0.17	–0.51 to 0.17	.33	–0.18		–0.52 to 0.15	.29	–0.21		–0.55 to 0.14	.23
MEQ	–0.14	–0.18 to –0.09	<.001g	–0.14		–0.18 to –0.09	<.001g	–0.14		–0.18 to –0.09	<.001g
Snoozer (Yes)	0.27	–0.06 to 0.61	.09	0.29		–0.04 to 0.63	.08	0.32		–0.05 to 0.66	.08
Free day (Yes)	0.21	0.18 to 0.24	<.001g	0.21		0.18 to 0.24	<.001g	0.19		0.16 to 0.21	<.001g
Stringency Index	—h	—	—	0.02		0.02 to 0.03	<.001g	0.02		0.02 to 0.03	<.001g
Day length	—	—	—	0.00		0.00 to 0.01	.048f	0.01		0.00 to 0.01	.002i
Steps (×1000)	—	—	—	—		—	—	–0.01		–0.02 to –0.01	<.001g
Midsteps	—	—	—	—		—	—	0.00		–0.00 to 0.01	.43
Intradaily variability	—	—	—	—		—	—	–0.29		–0.33 to –0.26	<.001f

^aThe σ² values for models 1-3 were 1.38, 1.36, and 1.36, respectively. The intraclass correlation coefficient values for models 1-3 were 0.26, 0.26, and 0.27, respectively. The marginal R²/conditional R² values for models 1-3 were 0.168/0.389, 0.178/0.400, and 0.179/0.400, respectively. The Akaike information criterion values for models 1-3 were 86,990.188, 86,573.060, and 86,315.145, respectively.

^bIncludes demographic and occupational variables.

^cIncludes model 1 + restriction and seasonal factors.

^dIncludes model 2 + physical activity influences.

^eItalicized values denote significance.

^fP<.05.

^gP<.001.

^hNot available.

ⁱP<.01.