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Table 1 Model fit indices for the compared latent profiles(n = 354)

From: Quality of life profiles and its association with predictors amongst Chinese older adults in nursing homes: a latent profile analysis

Model

AIC

BIC

ABIC

VLMR

P-value

BLRT-LRT

P-value

Entropy

Smallest

class (%)

Posterior probability

1

2

3

4

1-class

11376.209

11407.164

11381.784

NA

NA

NA

NA

NA

   

2-class

10821.362

10871.662

10830.421

< 0.001

< 0.001

0.832

41.808

0.954

0.947

  

3-class

10605.241

10674.889

10617.785

0.047

< 0.001

0.835

18.079

0.918

0.925

0.924

 

4-class

10519.637

10608.631

10535.665

0.264

< 0.001

0.854

5.932

0.900

0.910

0.783

0.947

  1. Note: The model solution chosen is bolded. NA = not applicable; AIC = Akaike Information Criteria; BIC = Bayesian Information Criteria; ABIC = Adjusted Bayesian Information Criteria; VLMR-LRT = Vuong-Lo-Mendell-Rubin likelihood ratio test; BLRT = Bootstrapped Likelihood Ratio Test; Smallest class (%) = Smallest percentage of each class