Reliability and validity
| Construct | Items | Standardised loadings | Cronbach's alpha | Average variance extracted |
|---|---|---|---|---|
| Tangibility of HEI services | TN1 | 0.868 | 0.928 | 0.776 |
| TN2 | 0.893 | |||
| TN3 | 0.872 | |||
| TN4 | 0.893 | |||
| TN5 | 0.878 | |||
| Assurance in HEI services | AS1 | 0.845 | 0.922 | 0.762 |
| AS2 | 0.880 | |||
| AS3 | 0.857 | |||
| AS4 | 0.888 | |||
| AS5 | 0.894 | |||
| Reliability in HEI services | RE1 | 0.851 | 0.936 | 0.797 |
| RE2 | 0.876 | |||
| RE3 | 0.900 | |||
| RE4 | 0.912 | |||
| RE5 | 0.924 | |||
| Responsiveness in HEI services | RP1 | 0.923 | 0.954 | 0.846 |
| RP2 | 0.939 | |||
| RP3 | 0.911 | |||
| RP4 | 0.900 | |||
| RP5 | 0.926 | |||
| Empathy in HEI services | EM1 | 0.934 | 0.958 | 0.855 |
| EM2 | 0.940 | |||
| EM3 | 0.924 | |||
| EM4 | 0.909 | |||
| EM5 | 0.915 | |||
| Student satisfaction with HEI services | SS1 | 0.937 | 0.969 | 0.890 |
| SS2 | 0.945 | |||
| SS3 | 0.922 | |||
| SS4 | 0.946 | |||
| SS5 | 0.967 | |||
| Student retention in HEIs | SR1 | 0.918 | 0.955 | 0.848 |
| SR2 | 0.939 | |||
| SR3 | 0.917 | |||
| SR4 | 0.918 | |||
| SR5 | 0.913 |
| Construct | Items | Standardised loadings | Cronbach's alpha | Average variance extracted |
|---|---|---|---|---|
| Tangibility of HEI services | TN1 | 0.868 | 0.928 | 0.776 |
| TN2 | 0.893 | |||
| TN3 | 0.872 | |||
| TN4 | 0.893 | |||
| TN5 | 0.878 | |||
| Assurance in HEI services | AS1 | 0.845 | 0.922 | 0.762 |
| AS2 | 0.880 | |||
| AS3 | 0.857 | |||
| AS4 | 0.888 | |||
| AS5 | 0.894 | |||
| Reliability in HEI services | RE1 | 0.851 | 0.936 | 0.797 |
| RE2 | 0.876 | |||
| RE3 | 0.900 | |||
| RE4 | 0.912 | |||
| RE5 | 0.924 | |||
| Responsiveness in HEI services | RP1 | 0.923 | 0.954 | 0.846 |
| RP2 | 0.939 | |||
| RP3 | 0.911 | |||
| RP4 | 0.900 | |||
| RP5 | 0.926 | |||
| Empathy in HEI services | EM1 | 0.934 | 0.958 | 0.855 |
| EM2 | 0.940 | |||
| EM3 | 0.924 | |||
| EM4 | 0.909 | |||
| EM5 | 0.915 | |||
| Student satisfaction with HEI services | SS1 | 0.937 | 0.969 | 0.890 |
| SS2 | 0.945 | |||
| SS3 | 0.922 | |||
| SS4 | 0.946 | |||
| SS5 | 0.967 | |||
| Student retention in HEIs | SR1 | 0.918 | 0.955 | 0.848 |
| SR2 | 0.939 | |||
| SR3 | 0.917 | |||
| SR4 | 0.918 | |||
| SR5 | 0.913 |
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