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Table 3 Likelihood-ratio test to estimate the best model of physical activity throughout life course and the risk of multimorbidity at age 55. National Child Development Study. United Kingdom (1958–2013). N = 8414

From: Multimorbidity and leisure-time physical activity over the life course: a population-based birth cohort study

 

LL

AIC

p-value a

No effect

− 5337.0

10,675.9

< 0.001

Critical period

 Childhood

− 2968.6

4933.1

< 0.001

Adolescence

− 1781.1

3000.1

> 0.99

 Young-adult

− 2225.7

3733.6

< 0.001

 Middle-aged adults

− 2251.9

3782.2

< 0.001

 Middle-to-older adults

− 2253.8

3779.4

< 0.001

Accumulation

 Categorical

− 1650.7

3317.2

> 0.99

 Continuous

−1650.7

3310.3

> 0.99

Sensitive period

−1781.1

3000.1

> 0.99

Saturated model

− 2024.1

3340.4

b

  1. LL log-likelihood, AIC Akaike information criterion
  2. a Compared to saturated model (all possible exposure combinations and interactions describes all possible trajectories of physical activity throughout life course);
  3. b p value not applicable