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. 2023 Jan 10:1–22. Online ahead of print. doi: 10.1007/s10639-022-11570-y

Table 7.

EFA results of the scales

Scale Item Factor loadings Component matrix
Digital Distraction 1 0.700 0.836
2 0.683 0.827
3 0.802 0.896
4 0.757 0.870
5 0.812 0.901
6 0.705 0.840
7 0.706 0.840
8 0.522 0.723
Eigen Values = 5.69, % of Variance = 71.08
General Satisfaction 1 0.693 0.832
2 0.764 0.874
3 0.798 0.893
4 0.790 0.889
5 0.780 0.883
6 0.774 0.880
7 0.834 0.913
Eigen Values = 5.43, % of Variance = 77.62
Perceived Learning 1 0.797 0.836
2 0.784 0.827
3 0.780 0.896
4 0.700 0.870
5 0.755 0.901
Eigen Value = 3.82, % of Variance = 76.31
F1 F2
System Usability 1 0.481 0.690
2 0.616 0.701
3 0.689 0.797
4 0.579 0.753
5 0.663 0.812
6 0.571 0.730
7 0.588 0.735
8 0.528 0.726
9 0.703 0.813
10 0.572 0.743
Eigen Values (Tot. = 5.99) 4.21 1.78
% of Variance (Tot. = 59.88) 42.08 17.80