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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