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Table 1 Model fit statistics of each of the four models of the cross-lagged analysis

From: Associations between loneliness and frailty among older adults: Evidence from the China Health and Retirement Longitudinal Study

Model

χ2

df

CFI

RMSEA

SRMR

ref

Δχ2 (Δdf)

P-value

0

160.343

18

0.917

0.057

0.019

   

1

133.173

14

0.930

0.059

0.015

0

26.86(4)

 < 0.0001

2

135.935

14

0.929

0.060

0.017

0

23.64(4)

 < 0.0001

3

131.482

12

0.930

0.064

0.016

   

3–1

133.878

14

0.930

0.060

0.016

3

2.44(2)

0.296

  1. Note, Model 0 resembles the stability model with the correlation paths and the autoregressive paths between loneliness and frailty at all time points. In model 1 and model 2, we separately included the cross-lagged path from loneliness to frailty and the cross-lagged path from frailty to loneliness. In model 3, we included the bidirectional cross-lagged path based on the comparing results of model 0 and model 1, model 2. In model 3–1, we constrained the cross-lagged path coefficients in model 3 to be equal across time. χ2 is the model fit test statistic, df = degrees of freedom, ref. = reference model to compare with, CFI = comparative-fit-index, RMSEA = root mean square error of approximation, SRMR = standardized root mean square residual, Δχ2 (Δdf) is based on the scaled χ2-difference test