Table 6. Path coefficient results,... | Emerald Publishing

Table 6.

Path coefficient results, coefficient of determination (ΔR²), predictive relevance (Q²) and size effect (F²)

	Original sample (O)	Sample mean (M)	Standard deviation (STDEV)	t-statistics (\|O/STDEV\|)	F²
Service innovation → students satisfaction	0.696***	0.693	0.048	14.574 > 3.32	1.262
Service innovation → university reputation	0.531***	0.533	0.044	12.158 > 3.32	0.393
Lack of students socialization → students satisfaction	−0.119**	−0.125	0.045	2.636 > 2.58	0.050
Students satisfaction → student loyalty	0.724***	0.725	0.037	19.455 > 3.32	1.101
University reputation → students satisfaction	0.209***	0.206	0.048	4.368 > 3.32	0.117
	Student loyalty		Students satisfaction		University reputation
ΔR²	0.552		0.726		0.278
Q²	0.3648		0.513		0.189

	Original sample (O)	Sample mean (M)	Standard deviation (STDEV)	t-statistics (\|O/STDEV\|)	F²
Service innovation → students satisfaction	0.696***	0.693	0.048	14.574 > 3.32	1.262
Service innovation → university reputation	0.531***	0.533	0.044	12.158 > 3.32	0.393
Lack of students socialization → students satisfaction	−0.119**	−0.125	0.045	2.636 > 2.58	0.050
Students satisfaction → student loyalty	0.724***	0.725	0.037	19.455 > 3.32	1.101
University reputation → students satisfaction	0.209***	0.206	0.048	4.368 > 3.32	0.117
	Student loyalty		Students satisfaction		University reputation
ΔR²	0.552		0.726		0.278
Q²	0.3648		0.513		0.189

Notes: ΔR² = adjusted R square; Q² = predictive relevance; F² = size effect. **p < 0.01; ***p < 0.001