Table 2. Estimates for two-level Latent Profile Analysis models, run separately for men and women.
| Men (N = 3,740, 100%) | |||||
|
Cluster 1 n = 1,430 (38.24%) Inactive, non-drinkers |
Cluster 2 n = 137 (3.66%) Active, drinkers |
Cluster 3 n = 2,030 (54.28%) Inactive, drinkers |
Cluster 4 n = 143 (3.82%) Eaters, smokers, drinkers |
||
| Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | ||
| Steps per day | 5,694.53 (64.76) | 17,402.75 (80.41) | 6,125.54 (66.39) | 7,451.25 (79.52) | |
| Calories per day (kcal) | 1,691.21 (8.63) | 1,945.62 (8.22) | 1,875.31 (8.57) | 3,011.87 (7.84) | |
| IRP (SE) | IRP (SE) | IRP (SE) | IRP (SE) | ||
| Smoking status | |||||
| Never smoked | 0.36 (0.01) | 0.34 (0.05) | 0.20 (0.04) | 0.24 (0.06) | |
| Former smoker | 0.36 (0.02) | 0.28 (0.04) | 0.42 (0.02) | 0.28 (0.05) | |
| Current smoker | 0.28 (0.02) | 0.38 (0.05) | 0.38 (0.03) | 0.48 (0.06) | |
| Alcohol | |||||
| None | 0.63 (0.15) | 0.28 (0.05) | 0 | 0.27 (0.06) | |
| Meets guidelines | 0.17 (0.04) | 0.07 (0.03) | 0.05 (0.04) | 0.10 (0.04) | |
| Doesn’t meet guidelines | 0.20 (0.17) | 0.65 (0.05) | 0.95 (0.04) | 0.64 (0.06) | |
| Women (N = 4,275, 100%) | |||||
|
Cluster 1 n = 703 (16.44%) Inactive, drinkers, smokers |
Cluster 2 n = 962 (22.50%) Active, moderate drinkers, never smokers |
Cluster 3 n = 57 (1.33%) Active, mixed drinkers |
Cluster 4 n = 2,419 (56.58%) Inactive, never smokers, non-drinkers |
Cluster 5 n = 134 (3.13%) Inactive, eaters, never smokers |
|
| Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | |
| Steps per day | 5,558.36 (31.35) | 10,527.71 (31.98) | 20,304.87 (52.63) | 4,320.03 (35.90) | 6,674.37 (41.73) |
| Calories per day (kcal) | 1,849.84 (5.89) | 1,875.49 (6.95) | 1,849.16 (7.03) | 1,747.94 (7.23) | 2,927.42 (5.40) |
| IRP (SE) | IRP (SE) | IRP (SE) | IRP (SE) | IRP (SE) | |
| Smoking status | |||||
| Never smoked | 0.40 (0.19) | 0.82 (0.03) | 0.62 (0.08) | 0.87 (0.01) | 0.85 (0.06) |
| Former smoker | 0.31 (0.09) | 0.10 (0.02) | 0.21 (0.07) | 0.07 (0.01) | 0.08 (0.05) |
| Current smoker | 0.29 (0.11) | 0.09 (0.02) | 0.17 (0.06) | 0.06 (0.01) | 0.07 (0.04) |
| Alcohol | |||||
| None | 0 | 0.61 (0.03) | 0.44 (0.08) | 0.80 (0.05) | 0.53 (0.08) |
| Meets guidelines | 0.12 (0.08) | 0.18 (0.02) | 0.09 (0.04) | 0.14 (0.01) | 0.16 (0.06) |
| Doesn’t meet guidelines | 0.88 (0.08) | 0.21 (0.02) | 0.47 (0.07) | 0.06 (0.05) | 0.31 (0.07) |
IRP, item response probabilities; M, mean; SE, standard error.