Background
Methods
Statistical analyses
Total N | Men (n,%) | Women (n,%) | p | ||
---|---|---|---|---|---|
Leisure time PA
| 4461 | ||||
Not active | 341 (17.5%) | 516 (20.5%) | 0.0011 | ||
Lightly active | 939 (48.2%) | 1261 (50%) | |||
Moderately to highly active | 664 (34.1%) | 740 (29.3%) | |||
Occupational PA
| 4433 | ||||
Not active | 1160 (59.6%) | 1524 (60.4%) | <0.0001 | ||
Light active | 317 (16.3%) | 608 (24.1%) | |||
Moderately to highly active | 454 (23.3%) | 370 (14.7%) | |||
Commuting PA
| 4302 | ||||
Inactive | 1275 (65.5%) | 1443 (57.2%) | <0.0001 | ||
≤ 29minutes /day | 444 (10.1%) | 655 (13.9%) | |||
≥ 30 minutes /day | 149 (7.7%) | 336 (13.3%) | |||
Screentime
| 4345 | ||||
Lowest third | 0-2.17 hrs | 0-2.0 hrs | 0.0002 | ||
Mid third | 2.17 ≥ 3.9 hrs | 2.0 ≥ 3.0 hrs | |||
Highest third | >3.9 hrs | >3.0 hrs | |||
Nocturnal sleep
| 4372 | ||||
≤ 6 hrs | 84 (4.3%) | 93 (3.7%) | <0.0001 | ||
6.1-6.9 hrs | 298 (15.3%) | 304 (12.1%) | |||
7-7.9 hrs | 756 (38.8%) | 884 (35.0%) | |||
8-9 hrs | 719 (36.9%) | 1079 (42.8%) | |||
≥ 9 hrs | 53 (2.7%) | 102 (4.0%) | |||
Do you sleep enough?
| 4421 | ||||
Yes | 1600 (82.2%) | 1986 (78.7%) | 0.0090 | ||
No | 331 (17.0%) | 504 (20.0%) | |||
Chronotype preference
| 4137 | ||||
Morning | 598 (30.7%) | 665 (26.4%) | <0.0001 | ||
More morning | 490 (25.2%) | 560 (22.2%) | |||
More evening | 606 (31.1%) | 799 (31.7%) | |||
Evening | 253 (13%) | 498 (19.7%) | |||
Do you use sleeping medication?
| 4187 | ||||
Yes | 370 (19.0%) | 710 (28.14%) | <0.0001 | ||
No, never | 1446 (74.3%) | 1661 (65.8%) | |||
Sleep duration difference
| 4030 | ||||
≤ 0.5 hrs | 886 (45.5%) | 1168 (46.3%) | 0.8114 | ||
> 0.5 hrs | 845 (43.4%) | 1131 (44.8%) | |||
Napping
| 4355 | ||||
No | 1177 (60.5%) | 1713 (67.9%) | <0.0001 | ||
≤ 0.5 hrs | 330 (17.0%) | 358 (14.2%) | |||
> 0.5 hrs | 398 (20.4%) | 379 (15.0%) |
Results
Men | Women | p | |
---|---|---|---|
Age (years)
| 52 (± 14) | 51 (± 14) | 0.0009 |
Height (m)
| 1.77 (± 0.1) | 1.63 (± 0.1) | <0.0001 |
Weight (kg)
| 85.4 (± 14.2) | 71.1 (± 14.3) | <0.0001 |
BMI (kg/m
2
)
| 27.2 (± 4.2) | 26.7 (± 5.4) | <0.0001 |
Nocturnal sleep (hours)
| 7.4 (± 1.0) | 7.6 (± 1.0) | <0.0001 |
Education (years) All
| 13.0 (± 3.9) | 13.9 (± 4.1) | <0.0001 |
Lowest third | 9.5 (± 2.0) | 10.4 (± 2.5) | |
Middle third | 12.5 (± 2.2) | 13.3 (± 2.5) | |
Highest third | 16.9 (± 2.7) | 17.7 (± 3.1) | |
Smoking
| |||
Not smoking | 944 (48.5%) | 1641 (65.0%) | <0.0001 |
Quitted | 613 (31.5%) | 495 (19.6%) | |
Smoking | 374 (19.2%) | 371 (14.7%) | |
Employment status
| |||
Not employed or retired | 675 (34.7%) | 883 (35.0%) | 0.9031 |
Employed | 1258 (64.6%) | 1633 (64.7%) |
LCA for chronotype
LCA for PA and sleep profiles
Nr of latent classes | Log likelihood | Degrees of freedom | BIC | Entropy |
---|---|---|---|---|
MEN
| ||||
1
| -18418.4 | 77738.0 | 9612.7 | 1.0 |
2
| -17288.3 | 77716.0 | 7519.1 | 1.0 |
3
| -17125.4 | 77694.0 | 7360.1 | 0.8 |
4
| -17019.5 | 77672.0 | 7314.7* | 0.8 |
5
| -16953.7 | 77650.0 | 7349.8 | 0.8 |
WOMEN
| ||||
1
| -24335.1 | 77738.0 | 12238.9 | 1.0 |
2
| -22916.2 | 77716.0 | 9573.5 | 0.9 |
3
| -22683.7 | 77694.0 | 9280.8 | 0.8 |
4
| -22549.2 | 77672.0 | 9184.1* | 0.8 |
5
| -22474.8 | 77650.0 | 9207.6 | 0.8 |