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. 2025 Oct 2;25:1309. doi: 10.1186/s12909-025-07826-z

Table 3.

Table of path coefficients

Path Non-standardized path Standardized path S.E C.R P Conclusion
LM  < –- TQ 0.544 0.645 0.052 10.410 *** Support
LM  < –- EE 0.349 0.449 0.039 8.874 *** Support
LA  < –- LM 0.895 0.822 0.078 11.459 *** Support
LS  < –- LA 0.584 0.530 0.120 4.884 *** Support
LS  < –- LM 0.420 0.350 0.125 3.363 *** Support
LE  < –- LM 0.272 0.249 0.128 2.124 0.034 Support
LO  < –- TQ 0.118 0.128 0.055 2.149 0.032 Support
LO  < –- LA 0.233 0.232 0.100 2.318 0.020 Support
LO  < –- LS 0.377 0.415 0.083 4.534 *** Support
LO  < –- EE 0.085 0.101 0.040 2.134 0.033 Support

TQ, teaching quality; LM, learning motivation; LA, learning attitude; LS, learning satisfaction; EE, external environment; LO, learning outcomes

***At the 0.001 level (2 tailed), the correlation was significant