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Table 3 Latent Class Analyses models of female adolescents’ lifestyle. Viçosa-MG, Brazil, 2018

From: Evaluation of lifestyle of female adolescents through latent class analysis approach

Tem Manifest Variables: PAL, HPA, TEE, MVPA, Number of steps, ST, CT, Sitting time, FFQ, Number of meals
Class AIC BIC G2 χ2 Residual df p-G2 p2 Entropy
2 3666.532 3745.666 423.1982 562.6456 299 2.8813E-06 2.2832E-18 0.8568
3 3639.644 3760.231 374.3107 480.5879 288 0.0004561 7.7335E-12 0.8649
4 3638.019 3800.057 350.6859 455.4848 277 0.00176593 7.358E-11 0.9634
5 3647.572 3851.061 338.238 442.8939 266 0.00178086 5.5058E-11 0.9384
Five manifest variables: MVPA, Number of steps, ST, Sitting time, Number of meals
Classes AIC BIC G2 χ2 Residual df p-G2 p2 Entropy
2 1947.37 1988.992 20.575704 19.3121 20 0.4224731 0.5016259 0.3794
3a 1955.54 2019.865 16.745866 13.9849 14 0.2699738 0.4508331 0.5635
4 1958.315 2045.343 7.520696 7.3486 8 0.4816307 0.4995252 0.7188
5 1966.37 2076.101 3.575722 3.5636 2 0.1673177 0.1683342 0.6871
Covariates
 Tobacco 1951.419 2023.312 17.88298 17.9882 12 0.11929017 0.11604908 0.75166
bAlcohol 1952.332 2024.224 20.64676 20.0565 12 0.05579853 0.06602311 0.7935
 Alcohol +Tobacco 1952.641 2032.102 18.66259 19.5953 10 0.04476354 0.0333205 0.5447
 Age 1938.599 2010.492 30.40539 25.6985 12 0.00242546 0.01183853 0.9891
 Age + Tobacco 1926.784 2006.244 24.72117 22.2802 10 0.00589984 0.01373898 0.8554
 Age + Alcohol 1936.877 2016.338 27.47129 23.3220 10 0.00219242 0.00961824 0.8636
 Age + Alcohol +Tobacco 1928.754 2015.782 25.11389 22.3723 8 0.00148695 0.00427082 0.8620
  1. PAL physical activity level, HPA habitual physical activity, MVPA moderate to vigorous physical activities, TEE Total Energy Expenditure, ST screen time, CT cell phone time, IPAQ International Physical Activity Questionnaire, FFQ food frequency questionnaire, AIC Akaike Information Criterion, BIC Bayesian Information Criterion, G2 likelihood ratio, p-G2 likelihood ratio test, χ2 Chi-squared, p- χ2 Chi-squared test (Goodness of fit)
  2. aLCA modeling fittest; bThe best model with alcohol like covariate