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Table 2 Model fit criteria for latent profile analysis of time use during a typical workday (n = 30,152)

From: How is the way we spend our time related to psychological wellbeing? A cross-sectional analysis of time-use patterns in the general population and their associations with wellbeing and life satisfaction

  2 profiles 3 profiles 4 profiles 5 profiles 6 profiles
Free parameters 28 38 38 58 68
BLRT 32,017.91*** 18,376.54*** 29,850.65*** 20,304.16*** 19,455.63***
AIC 905,412.92 872,886.92 843,056.27 822,772.11 803,336.47
SSABIC 905,556.73 873,082.09 843,302.80 823,069.99 803,685.72
Entropy 1.00 1.00 0.97 0.96 0.97
ALCP 1.00 1.00 0.99 1.00 0.97
  0,998 1.00 0.98 0.95 0.98
   1.00 0.98 0.98 0.95
    0.99 0.97 0.99
     1.00 1.00
      1.00
  1. Note. BLRT Bootstrapped likelihood ratio test, AIC Akaike Information Criterion, SSABIC Sample-size-adjusted Bayes Information Criterion, ALCP Average latent class probabilities; ***p < .001; fit criteria indicating the best model are printed in bold
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BMC Public Health

ISSN: 1471-2458

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