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Table 2 Potential profile analysis indicators (N = 10,583)

From: Professional calling among nursing students: a latent profile analysis

Model

LLa

AICb

BICc

aBICd

Entropy

LMRe

p-value

BLRTf

p-value

Category probability (%)

Class 1

-165,389.470

330,822.939

330,982.813

330,912.900

-

-

-

-

Class 2

-137,598.513

275,265.026

275,512.105

275,404.057

0.941

 < 0.001

 < 0.001

42.2/57.8

Class 3

-124,950.988

249,993.975

250,328.257

250,182.075

0.954

 < 0.001

 < 0.001

30.3/42.4/27.3

Class 4

-114,625.504

229,367.008

229,788.495

229,604.179

0.968

 < 0.001

 < 0.001

3.1/39.3/30.3/27.3

  1. a Log likelihood, b Akaike information criterion, c Bayesian information criterion, d Adjusted bayesian information criterion, e Lo-Mendell-Rubin Likelihood Ratio Test, f Bootstrapped Likelihood Ratio Test