Table 7.

Analysis of key success factors in practical implementation.

Success factor	Weighting coefficient	95% confidence interval	Implementation strategy	Enhancement of expected effects
Quality of technology integration	0.34***	[0.28, 0.40]	Systematic training, technical support, equipment assurance	+0.25 SD
Teacher professional development	0.28***	[0.22, 0.34]	AI literacy training, pedagogical guidance	+0.21 SD
Learner readiness	0.23**	[0.16, 0.30]	Digital literacy assessment, adaptive support	+0.17 SD
Institutional support	0.15*	[0.08, 0.22]	Policy safeguards, resource allocation, evaluation systems	+0.12 SD

Weight coefficients based on multilevel structural equation modelling; **p < 0.05, ***p < 0.01, *p < 0.001.