Skip to main content

Table 3 Goodness‐of‐fit statistics for latent profile analyses

From: Exploring the influencing factors of patient safety competency of clinical nurses: a cross-sectional study based on latent profile analysis

Number of classes

K

Log‐likelihood

AIC

BIC

aBIC

Entropy

Proportions

LMR

BLRT

1

8

-3447.942

6911.884

6949.178

6923.774

2

13

-2819.932

5665.864

5726.468

5685.186

0.863

0.542/0.458

0.0495

< 0.001

3

18

-2212.628

4461.255

4545.168

4488.009

0.952

0.095/0.483/0.422

0.0319

< 0.001

4

23

-1827.135

3700.270

3807.493

3734.456

0.976

0.469/0.014/0.426/0.091

0.0341

< 0.001

5

28

-1695.351

3446.703

3577.235

3488.321

0.977

0.014/0.384/0.092/0.128/0.382

0.3113

< 0.001

  1. Bold values indicate the optimal model
  2. Abbreviations: K Number of Free Parameters, AIC Akaike Information Criterion, BIC Bayesian Information Criterion, aBIC Adjusted BIC, LMR Lo‐Mendell‐Rubin Test, BLRT Bootstrap Likelihood Ratio Test, —Not applicable