2012
DOI: 10.1016/s0140-6736(12)61024-1
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Rethinking our approach to physical activity

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Cited by 209 publications
(135 citation statements)
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“…Using Mplus version 6.1, 21 decisions about the optimal number of latent classes were based on model fit statistics including Akaike Information Criterion (AIC); Bayesian Information Criterion (BIC); sample-size adjusted Bayesian Information Criterion (ABIC); entropy; and the Lo-Mendell-Rubin's likelihood ratio (LMR) and bootstrapped Lo-Mendell-Rubin's likelihood ratio tests (BLMR). 22 To select the appropriate number of latent classes, we analyzed a two-class model and compared this analysis with successive models, which specified an increasing number of latent classes (up to four). We examined specific model estimates for both three-and four-class models to select a final specification based on the interpretability of the results.…”
Section: Discussionmentioning
confidence: 99%
“…Using Mplus version 6.1, 21 decisions about the optimal number of latent classes were based on model fit statistics including Akaike Information Criterion (AIC); Bayesian Information Criterion (BIC); sample-size adjusted Bayesian Information Criterion (ABIC); entropy; and the Lo-Mendell-Rubin's likelihood ratio (LMR) and bootstrapped Lo-Mendell-Rubin's likelihood ratio tests (BLMR). 22 To select the appropriate number of latent classes, we analyzed a two-class model and compared this analysis with successive models, which specified an increasing number of latent classes (up to four). We examined specific model estimates for both three-and four-class models to select a final specification based on the interpretability of the results.…”
Section: Discussionmentioning
confidence: 99%
“…Morris and coworkers showed in 1953 that bus drivers were at a substantially increased risk of cardiac events than were their physically active conductor peers (91). Physical inactivity is indeed a risk factor of the same magnitude as tobacco for poor health (92). Physical inactivity may account for 6-10% of all deaths from the major chronic diseases (coronary heart disease, type 2 diabetes, breast and colon cancer), which means 5.3 million of the 57 million premature deaths worldwide (93).…”
Section: Sedentary Lifestylementioning
confidence: 99%
“…[1][2][3] Yet, research evidence on PA behavior among children and youth remains relatively scarce in the developing world. Although Ghana is experiencing a rapid increase in obesity, [4][5][6] there is limited evidence on PA levels of children and youth and less information about community-based practices or governmental programs for the promotion of PA.…”
mentioning
confidence: 99%