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Table 1 Comparative Model Fit of Latent Profile Solutions

From: Characterizing the heterogeneity of clinician practice use in community mental health using latent profile analysis

Fit indices Number of Profiles
1 Profile 2 Profiles 3 Profiles 4 Profiles 5 Profiles
Loglikelihood − 2220.87 − 2008.40 − 1928.49 − 1896.16 − 1867.69
AIC 4457.73 4042.79 3892.97 3838.33 3791.38
BIC 4491.19 4097.16 3968.25 3934.51 3908.48
Entropy 0.70 0.78 0.78 0.79
Adjusted LRT p < 0.01 p < 0.01 p = 0.05 p > 0.05
  1. All analyses were done in Mplus with robust (Huber-White) maximum likelihood algorithms