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Table 2 Fit statistics for latent profile analyses

From: Effects of sources of social support and resilience on the mental health of different age groups during the COVID-19 pandemic

Samples

Models

AIC

BIC

aBIC

Entropy

LMR LRT

BLRT

Smallest Class Proportion (%)

Total sample (N = 23,192)

2- profile

315,765.06

315,893.88

315,843.03

0.88

<.001

<.001

35.5

3- profile

294,089.31

294,266.44

294,196.53

0.89

<.001

<.001

26.8

4- profile

286,551.52

286,776.96

286,687.98

0.90

<.001

<.001

10.0

5- profile

280,090.42

280,364.17

280,256.12

0.90

<.001

<.001

9.9

6- profile

276,683.56

277,005.62

276,878.50

0.90

<.001

<.001

5.1

Emerging sample (n = 2045)

2- profile

27,715.47

27,805.44

27,754.61

0.89

<.001

<.001

34.2

3- profile

25,810.53

25,934.24

25,864.35

0.90

<.001

<.001

26.8

4- profile

25,032.71

25,190.16

25,101.20

0.92

<.001

<.001

11.6

5- profile

24,653.00

24,844.19

24,736.17

0.90

<.001

<.001

11.5

6- profile

24,378.326

24,603.252

24,476.169

0.91

0.007

<.001

5.2

Adult sample (n = 18,159)

2- profile

247,466.10

247,591.01

247,540.17

0.88

<.001

<.001

35.7

3- profile

230,816.27

230,988.02

230,918.11

0.89

<.001

<.001

27.3

4- profile

224,955.50

225,174.10

225,085.11

0.90

<.001

<.001

10.2

5- profile

219,800.07

220,065.51

219,957.46

0.89

<.001

<.001

10.1

6- profile

217,019.74

217,332.01

217,204.89

0.90

<.001

<.001

5.2

Older sample (n = 2988)

2- profile

40,363.46

40,459.50

40,408.66

0.84

<.001

<.001

36.5

3- profile

37,259.74

37,391.80

37,321.89

0.90

<.001

<.001

24.1

4- profile

36,433.68

36,601.74

36,512.78

0.90

<.001

<.001

7.0

5- profile

35,446.91

35,650.99

35,542.96

0.90

<.001

<.001

7.6

6- profile

34,896.99

35,137.09

35,009.99

0.91

<.001

<.001

5.8

  1. Note: AIC Akaike Information Criterion, BIC Bayesian Information Criterion, aBIC adjusted BIC, LMR LRT Lo-Mendell-Rubin likelihood ratio test, BLRT Bootstrap parametric likelihood ratio test