Table 5.
Line (n = 189) | Facebook (n = 142) | WeChat (n = 127) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
I think/I feel | F1 | F2 | F3 | F4 | F1 | F2 | F3 | F4 | F1 | F2 | F3 | F4 |
F1: Trust | ||||||||||||
Message is reliable | 0.825 | 0.861 | 0.782 | |||||||||
Teacher can be trusted | 0.742 | 0.714 | 0.769 | |||||||||
Members are trustworthy | 0.721 | 0.788 | 0.741 | |||||||||
F2: Profit | ||||||||||||
Have a chance to make money | 0.735 | 0.733 | 0.797 | |||||||||
Expanded my network | 0.773 | 0.606 | 0.596 | |||||||||
In order to start a business | 0.838 | 0.798 | 0.753 | |||||||||
F3: Learning | ||||||||||||
Understand the meaning of entrepreneurship | 0.635 | 0.754 | 0.500 | |||||||||
Can review what I have learned | 0.687 | 0.619 | 0.721 | |||||||||
Help me with my studies | 0.763 | 0.656 | 0.703 | |||||||||
Relevant to the subject matter of the course | 0.733 | 0.624 | 0.780 | |||||||||
Often respond to questions brought up | 0.648 | 0.552 | 0.692 | |||||||||
F4: Social | ||||||||||||
It makes me feel comfortable | 0.621 | 0.668 | 0.652 | |||||||||
Someone gives me a sense when he likes it | 0.609 | 0.772 | 0.530 | |||||||||
Interaction between the members is consistent | 0.775 | 0.757 | 0.716 | |||||||||
I often interact with members | 0.854 | 0.673 | 0.787 | |||||||||
Often organize physical gatherings | 0.755 | 0.771 | 0.781 | |||||||||
Eigenvalue | 2.48 | 2.57 | 3.19 | 3.58 | 2.89 | 2.32 | 2.86 | 3.76 | 3.06 | 2.20 | 2.90 | 3.04 |
Variance explained (%) | 15.47 | 16.07 | 19.91 | 22.36 | 18.07 | 14.5 | 17.84 | 23.49 | 19.11 | 13.76 | 18.11 | 19.03 |
Total variance explained (%) | 73.81 | 73.9 | 70.01 | |||||||||
Cronbach’s α | 0.80 | 0.82 | 0.89 | 0.89 | 0.85 | 0.84 | 0.89 | 0.88 | 0.83 | 0.85 | 0.85 | 0.83 |
Total Cronbach’s α | 0.93 | 0.94 | 0.93 | |||||||||
KMO | 0.91 | 0.93 | 0.92 | |||||||||
Bartlett’s test | 2025.72 Sig. = 0.000 | 1561.80 Sig. = 0.000 | 1126.88 Sig. = 0.000 | |||||||||