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Table 5 Model fit characteristics for multi-trajectory model analysis for boys of the MATCH study

From: One size does not fit all: identifying clusters of physical activity, screen time, and sleep behaviour co-development from childhood to adolescence

Trajectory group n Estimated (%) Assigned (%) APP (%) OCC BIC (n = 15,694) BIC (n = 491)
2-group model      − 5791.23 − 5758.87
 1 268 63.5 (58.9–68.1) 64.9 95.0 19.0   
 2 145 36.6 (32.0–41.2) 35.1 95.4 20.7   
3-group model      − 5637.29 − 5587.89
 1 244 57.0 (52.2–61.8) 59.1 94.4 34.2   
 2 60 14.7 (11.3–18.1) 26.8 86.5 13.0   
 3 109 27.4 (23.1–31.7) 13.4 95.0 38.6   
4-group model      − 5608.61 − 5542.18
 1 68 17.7 (14.0–21.4) 16.5 79.5 11.6   
 2 206 47.5 (42.7–52.3) 49.9 89.2 24.8   
 3 34 9.4 (6.6–12.2) 8.2 90.0 27.0   
 4 105 25.4 (21.2–29.6) 25.4 92.3 36.0   
5-group model      − 5572.02 − 5488.56
 1 55 14.8 (14.0–21.4) 13.3 78.2 14.3   
 2 179 40.9 (36.2–42.0) 46.2 85.4 23.4   
 3 60 14.7 (11.3–18.1) 14.4 86.0 24.6   
 4 86 21.7 (17.7–25.7) 21.3 90.1 36.4   
 5 33 7.9 (5.3–10.5) 7.2 86.2 25.0   
6-group model       − 5569.36 − 5468.86
 1 53 13.4 (10.1–16.7) 12.8 75.1 15.0   
 2 166 37.3 (32.6–42.0) 40.2 82.8 24.0   
 3 55 15.2 (11.7–18.7) 13.3 80.8 21.0   
 4 85 20.9 (17.0–24.8) 20.6 89.1 40.8   
 5 25 6.2 (3.9–8.5) 6.0 88.1 36.9   
 6 29 6.9 (4.5–9.3) 7.0 85.7 29.9   
Final model*       −5572.59 − 5524.89
Non-compliers 189 42.3 (37.5–47.1) 45.8 86.9 19.9   
Decliners 86 22.6 (18.6–26.6) 20.8 83.8 15.5   
Compliers 47 12.1 (9.0–15.2) 11.4 87.9 21.8   
MVPA-compliers 91 23.0 (18.9–27.1) 22.0 91.7 33.1   
  1. Abbreviations: APP Average posterior probability of classification, OCC Odds of correct classification, BIC Bayesian information criterion
  2. **Variations between the distribution of participants in trajectory group results and final model results to facilitate trajectory group presentation