Table 7

Structural model results

2nd SJQEmpathyResponsiveReliabilityTangiblesAssurance2nd SerQualLoyalty
Direct effect modelR2 = 1.00      R2 = 0.60
1. Second-order SJQ       0.76** (26.60)
2. Journey personalization0.40** (3.68)       
3. Journey coherence0.38** (2.83)       
4. Journey seamlessness0.29* (2.50)       
5. CMV marker variable−0.01ns. (0.70)      0.06ns. (1.34)
Mediation effect modelR2 = 1.00R2 = 0.43R2 = 0.33R2 = 0.72R2 = 0.46R2 = 0.55R2 = 1.00R2 = 0.67
1. Second-order SJQ 0.65** (12.02)0.57** (9.13)0.85** (4.45)0.68** (15.92)0.73** (18.54) 0.26** (3.31)
2. Journey personalization0.56** (6.69)       
3. Journey coherence0.21* (2.10)       
4. Journey seamlessness0.28** (2.90)       
5. Second-order ServQual       0.58** (7.69)
6. ServQual empathy      0.16ns. (1.46) 
7. ServQual responsiveness      −0.10ns. (0.99) 
8. ServQual reliability      0.70** (6.07) 
9. ServQual tangibles      0.18* (2.03) 
10. ServQual assurance      0.13ns. (1.19) 
11. CMV marker variable−0.01ns. (0.53)0.06ns. (1.37)0.04ns. (0.82)0.01ns. (0.20)0.04ns. (0.81)0.06ns. (1.35)−0.00ns. (0.16)0.04ns. (1.19)

Note(s): *p < 0.05; **p < 0.01 (t-value); ns. = not significant

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