Changes in the 24-h movement behaviors during the transition to retirement: compositional data analysis

Table 3 Estimated fixed effects of changes in the compositional parts and their 95% confidence intervals from the linear mixed models. Coordinate 1 is for active vs. passive movement behaviors, coordinate 2 for LPA (light physical activity) vs. MVPA (moderate-to-vigorous physical activity), and coordinate 3 for SED (sedentary behavior) vs. sleep

	β	95% CI		P value
Coordinate 1: Active vs. passive behaviors
Model 1^a
Time	-0.17	-0.23	-0.12	< .001
Gender	0.11	-0.02	0.23	0.09
Occupation	0.17	0.09	0.26	< .001
Model 2^b
Time^*gender	-0.06	-0.20	0.09	0.45
Time^*occupation	-0.27	-0.38	-0.16	< .001
Model 3^c
Timegenderoccupation	-0.13	-0.45	0.18	0.40
Coordinate 2: LPA vs. MVPA
Model 1^a
Time	0.06	0.02	0.11	0.01
Gender	0.13	0.03	0.23	0.01
Occupation	0.01	-0.06	0.09	0.75
Model 2^b
Time*gender	-0.04	-0.17	0.09	0.53
Time*occupation	0.01	-0.09	0.11	0.84
Model 3^c
Timegenderoccupation	-0.03	-0.31	0.26	0.85
Coordinate 3: SED vs. Sleep
Model 1^a
Time	-0.06	-0.07	-0.04	< .001
Gender	-0.09	-0.12	-0.05	< .001
Occupation	-0.04	-0.07	-0.02	< .001
Model 2^b
Time*gender	-0.00	-0.04	0.03	0.89
Time*occupation	0.05	0.02	0.08	< .001
Model 3^c
Timegenderoccupation	-0.00	-0.08	0.08	0.92

^aModel 1, gender and occupation as covariates
^bModel 2, gender, occupation and gender^*occupation term included in the model
^cModel 3, gender, occupation, gender*occupation, gender*time and occupation*time terms included in the model

ISSN: 1479-5868