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Table 4 Structure equation modeling fit indices

From: The mediating effects of self-directed learning ability and critical thinking ability on the relationship between learning engagement and problem-solving ability among nursing students in Southern China: a cross-sectional study

Fitness

χ2/df

GFI

AGFI

IFI

TLI

CFI

RMSEA

Acceptable values

< 3

> 0.9

> 0.9

> 0.9

> 0.9

> 0.9

< 0.08

Mediation model

2.609

0.995

0.976

0.997

0.991

0.997

0.055

  1. GFI— goodness of fifit index; AGFI—Adjusted Goodness of Fit Index; IFI—incremental fit index; TLI—tucker-lewis coefficien; CFI—comparative fifit index; RMSEA—root mean square error of approximation