Result of measurement model and descriptive statistics of items
| Variable | Item | Mean | SD | Loading factor | Cronbach alpha | AVE | CR |
|---|---|---|---|---|---|---|---|
| Information quality (IQ) | IQ1 | 3.99 | 0.856 | 0.855 | 0.963 | 0.7669 | 0.9634 |
| IQ2 | 4.04 | 0.820 | 0.898 | ||||
| IQ3 | 4.05 | 0.857 | 0.916 | ||||
| IQ4 | 4.04 | 0.838 | 0.890 | ||||
| IQ5 | 3.96 | 0.838 | 0.900 | ||||
| IQ6 | 3.98 | 0.847 | 0.856 | ||||
| IQ7 | 3.88 | 0.815 | 0.865 | ||||
| IQ8 | 3.80 | 0.817 | 0.822 | ||||
| System quality (SQ) | SQ1 | 3.87 | 0.891 | 0.736 | 0.944 | 0.6794 | 0.9441 |
| SQ2 | 4.03 | 0.919 | 0.812 | ||||
| SQ3 | 3.88 | 0.839 | 0.775 | ||||
| SQ4 | 4.20 | 0.916 | 0.888 | ||||
| SQ5 | 3.95 | 0.924 | 0.784 | ||||
| SQ6 | 4.16 | 0.912 | 0.883 | ||||
| SQ7 | 3.95 | 0.864 | 0.862 | ||||
| SQ8 | 3.95 | 0.857 | 0.841 | ||||
| Service quality (EQ) | EQ1 | 3.83 | 0.813 | 0.859 | 0.903 | 0.6945 | 0.9008 |
| EQ2 | 3.76 | 0.803 | 0.839 | ||||
| EQ3 | 3.70 | 0.818 | 0.792 | ||||
| EQ4 | 3.85 | 0.807 | 0.842 | ||||
| Tangible (TS) | TS1 | 3.56 | 0.758 | 0.833 | 0.920 | 0.6989 | 0.9206 |
| TS2 | 3.50 | 0.753 | 0.857 | ||||
| TS3 | 3.56 | 0.721 | 0.882 | ||||
| TS4 | 3.44 | 0.737 | 0.809 | ||||
| TS5 | 3.59 | 0.747 | 0.796 | ||||
| Assurance (AS) | AS1 | 3.59 | 0.745 | 0.843 | 0.900 | 0.6475 | 0.9015 |
| AS2 | 3.56 | 0.809 | 0.773 | ||||
| AS3 | 3.64 | 0.763 | 0.840 | ||||
| AS4 | 3.77 | 0.811 | 0.721 | ||||
| AS5 | 3.57 | 0.775 | 0.839 | ||||
| Reliability (RS) | RS1 | 3.62 | 0.727 | 0.725 | 0.900 (0.907)** | 0.4120 (0.6240)** | 0.9304 (0.9085)** |
| RS2 | 3.25 | 0.945 | 0.585* | ||||
| RS3 | 3.44 | 0.784 | 0.811 | ||||
| RS4 | 3.47 | 0.796 | 0.834 | ||||
| RS5 | 3.37 | 0.837 | 0.814 | ||||
| RS6 | 3.50 | 0.766 | 0.727 | ||||
| RS7 | 3.38 | 0.839 | 0.821 | ||||
| Responsive (OS) | OS1 | 3.89 | 0.817 | 0.876 | 0.900 | 0.6656 | 0.9076 |
| OS2 | 3.88 | 0.815 | 0.880 | ||||
| OS3 | 3.61 | 0.786 | 0.796 | ||||
| OS4 | 3.80 | 0.777 | 0.868 | ||||
| OS5 | 3.69 | 0.902 | 0.632 | ||||
| Emphaty (ES) | ES1 | 3.66 | 0.824 | 0.692 | 0.893 | 0.5517 | 0.8980 |
| ES2 | 3.71 | 0.788 | 0.867 | ||||
| ES3 | 3.67 | 0.746 | 0.871 | ||||
| ES4 | 3.75 | 0.784 | 0.877 | ||||
| Trust (CT) | CT1 | 3.69 | 0.778 | 0.849 | 0.930 | 0.6985 | 0.9322 |
| CT2 | 3.75 | 0.780 | 0.874 | ||||
| CT3 | 3.45 | 0.802 | 0.649 | ||||
| CT4 | 3.79 | 0.775 | 0.891 | ||||
| CT5 | 3.76 | 0.729 | 0.890 | ||||
| CT6 | 3.75 | 0.786 | 0.836 | ||||
| Satisfaction (CS) | CS1 | 3.76 | 0.812 | 0.898 | 0.943 | 0.8503 | 0.9578 |
| CS2 | 3.80 | 0.803 | 0.934 | ||||
| CS3 | 3.80 | 0.790 | 0.928 | ||||
| Loyalty (CL) | CL1 | 3.61 | 0.851 | 0.928 | 0.939 | 0.7566 | 0.9393 |
| CL2 | 3.63 | 0.846 | 0.935 | ||||
| CL3 | 3.64 | 0.817 | 0.865 | ||||
| CL4 | 3.63 | 0.910 | 0.819 | ||||
| CL5 | 3.65 | 0.883 | 0.793 |
| Variable | Item | Mean | SD | Loading factor | Cronbach alpha | AVE | CR |
|---|---|---|---|---|---|---|---|
| Information quality (IQ) | IQ1 | 3.99 | 0.856 | 0.855 | 0.963 | 0.7669 | 0.9634 |
| IQ2 | 4.04 | 0.820 | 0.898 | ||||
| IQ3 | 4.05 | 0.857 | 0.916 | ||||
| IQ4 | 4.04 | 0.838 | 0.890 | ||||
| IQ5 | 3.96 | 0.838 | 0.900 | ||||
| IQ6 | 3.98 | 0.847 | 0.856 | ||||
| IQ7 | 3.88 | 0.815 | 0.865 | ||||
| IQ8 | 3.80 | 0.817 | 0.822 | ||||
| System quality (SQ) | SQ1 | 3.87 | 0.891 | 0.736 | 0.944 | 0.6794 | 0.9441 |
| SQ2 | 4.03 | 0.919 | 0.812 | ||||
| SQ3 | 3.88 | 0.839 | 0.775 | ||||
| SQ4 | 4.20 | 0.916 | 0.888 | ||||
| SQ5 | 3.95 | 0.924 | 0.784 | ||||
| SQ6 | 4.16 | 0.912 | 0.883 | ||||
| SQ7 | 3.95 | 0.864 | 0.862 | ||||
| SQ8 | 3.95 | 0.857 | 0.841 | ||||
| Service quality (EQ) | EQ1 | 3.83 | 0.813 | 0.859 | 0.903 | 0.6945 | 0.9008 |
| EQ2 | 3.76 | 0.803 | 0.839 | ||||
| EQ3 | 3.70 | 0.818 | 0.792 | ||||
| EQ4 | 3.85 | 0.807 | 0.842 | ||||
| Tangible (TS) | TS1 | 3.56 | 0.758 | 0.833 | 0.920 | 0.6989 | 0.9206 |
| TS2 | 3.50 | 0.753 | 0.857 | ||||
| TS3 | 3.56 | 0.721 | 0.882 | ||||
| TS4 | 3.44 | 0.737 | 0.809 | ||||
| TS5 | 3.59 | 0.747 | 0.796 | ||||
| Assurance (AS) | AS1 | 3.59 | 0.745 | 0.843 | 0.900 | 0.6475 | 0.9015 |
| AS2 | 3.56 | 0.809 | 0.773 | ||||
| AS3 | 3.64 | 0.763 | 0.840 | ||||
| AS4 | 3.77 | 0.811 | 0.721 | ||||
| AS5 | 3.57 | 0.775 | 0.839 | ||||
| Reliability (RS) | RS1 | 3.62 | 0.727 | 0.725 | 0.900 (0.907) | 0.4120 (0.6240) | 0.9304 (0.9085) |
| RS2 | 3.25 | 0.945 | 0.585* | ||||
| RS3 | 3.44 | 0.784 | 0.811 | ||||
| RS4 | 3.47 | 0.796 | 0.834 | ||||
| RS5 | 3.37 | 0.837 | 0.814 | ||||
| RS6 | 3.50 | 0.766 | 0.727 | ||||
| RS7 | 3.38 | 0.839 | 0.821 | ||||
| Responsive (OS) | OS1 | 3.89 | 0.817 | 0.876 | 0.900 | 0.6656 | 0.9076 |
| OS2 | 3.88 | 0.815 | 0.880 | ||||
| OS3 | 3.61 | 0.786 | 0.796 | ||||
| OS4 | 3.80 | 0.777 | 0.868 | ||||
| OS5 | 3.69 | 0.902 | 0.632 | ||||
| Emphaty (ES) | ES1 | 3.66 | 0.824 | 0.692 | 0.893 | 0.5517 | 0.8980 |
| ES2 | 3.71 | 0.788 | 0.867 | ||||
| ES3 | 3.67 | 0.746 | 0.871 | ||||
| ES4 | 3.75 | 0.784 | 0.877 | ||||
| Trust (CT) | CT1 | 3.69 | 0.778 | 0.849 | 0.930 | 0.6985 | 0.9322 |
| CT2 | 3.75 | 0.780 | 0.874 | ||||
| CT3 | 3.45 | 0.802 | 0.649 | ||||
| CT4 | 3.79 | 0.775 | 0.891 | ||||
| CT5 | 3.76 | 0.729 | 0.890 | ||||
| CT6 | 3.75 | 0.786 | 0.836 | ||||
| Satisfaction (CS) | CS1 | 3.76 | 0.812 | 0.898 | 0.943 | 0.8503 | 0.9578 |
| CS2 | 3.80 | 0.803 | 0.934 | ||||
| CS3 | 3.80 | 0.790 | 0.928 | ||||
| Loyalty (CL) | CL1 | 3.61 | 0.851 | 0.928 | 0.939 | 0.7566 | 0.9393 |
| CL2 | 3.63 | 0.846 | 0.935 | ||||
| CL3 | 3.64 | 0.817 | 0.865 | ||||
| CL4 | 3.63 | 0.910 | 0.819 | ||||
| CL5 | 3.65 | 0.883 | 0.793 |
Notes:
*Item dropped; ** after item dropped. AVE = average variance extracted; CR = composite reliability
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