Skip to main content
. 2020 Feb 21;11:273. doi: 10.3389/fpsyg.2020.00273

TABLE 2.

Factor loadings and total variance explained of the factors in Explanatory Factor Analysis (EFA).

Variance explained
Netherlands (Ntotal = 5398)
Learning Climate (5 items) 0.791 0.682 0.762 0.730 0.706 54.1%
Classroom Management (8 items) 0.743 0.662 0.751 0.664 0.694 0.654 0.631 0.757 48.5%
Clarity of Instruction (7 items) 0.584 0.772 0.680 0.763 0.714 0.745 0.693 50.4%
Activating Teaching (10 items) 0.654 0.562 0.732 0.696 0.648 0.737 0.710 0.728 0.811 0.786 50.3%
Differentiation (4 items) 0.777 0.809 0.750 0.782 60.8%
Learning Strategies (7 items) 0.551 0.752 0.722 0.713 0.747 0.719 0.669 48.9%
Indonesia (Ntotal = 4565)
Learning Climate (5 items) 0.748 0.597 0.717 0.677 0.644 46.1%
Classroom Management (8 items) 0.658 0.666 0.616 0.626 0.706 0.536 0.476 0.708 39.5%
Clarity of Instruction (7 items) 0.628 0.736 0.585 0.731 0.569 0.574 0.695 42.1%
Activating Teaching (10 items) 0.528 0.472 0.622 0.618 0.562 0.610 0.745 0.646 0.719 0.648 38.7%
Differentiation (4 items) 0.598 0.698 0.755 0.718 48.3%
Learning Strategies (7 items) 0.494 0.682 0.63 0.652 0.657 0.739 0.647 41.5%
South Korea (Ntotal = 6659)
Learning Climate (5 items) 0.824 0.740 0.840 0.827 0.789 64.7%
Classroom Management (8 items) 0.765 0.720 0.785 0.740 0.769 0.757 0.782 0.809 58.7%
Clarity of Instruction (7 items) 0.729 0.805 0.766 0.813 0.770 0.754 0.766 59.6%
Activating Teaching (10 items) 0.745 0.728 0.642 0.816 0.794 0.747 0.801 0.796 0.807 0.797 59.1%
Differentiation (4 items) 0.789 0.797 0.824 0.772 63.2%
Learning Strategies (7 items) 0.725 0.817 0.821 0.752 0.789 0.785 0.752 60.5%
South Africa (Ntotal = 2678)
Learning Climate (5 items) 0.776 0.734 0.780 0.757 0.706 56.4%
Classroom Management (8 items) 0.710 0.717 0.716 0.710 0.753 0.690 0.694 0.724 51.1%
Clarity of Instruction (7 items) 0.699 0.790 0.766 0.768 0.689 0.746 0.682 54.1%
Activating Teaching (10 items) 0.687 0.677 0.651 0.731 0.718 0.728 0.748 0.728 0.706 0.720 50.4%
Differentiation (4 items) 0.713 0.744 0.787 0.763 56.6%
Learning Strategies (7 items) 0.659 0.719 0.713 0.738 0.736 0.719 0.698 50.7%
Spain (Ntotal = 4027)
Learning Climate (5 items) 0.749 0.654 0.725 0.674 0.462 43.7%
Classroom Management (8 items) 0.649 0.577 0.558 0.607 0.673 0.605 0.528 0.718 38.1%
Clarity of Instruction (7 items) 0.473 0.627 0.557 0.647 0.573 0.626 0.661 35.8%
Activating Teaching (10 items) 0.499 0.423 0.524 0.668 0.572 0.567 0.723 0.560 0.714 0.671 35.9%
Differentiation (4 items) 0.684 0.647 0.711 0.644 45.1%
Learning Strategies (7 items) 0.307 0.668 0.639 0.622 0.713 0.578 36.5%
Turkey (Ntotal = 6372)
Learning Climate (5 items) 0.793 0.749 0.623 0.777 0.725 54.1%
Classroom Management (8 items) 0.776 0.639 0.690 0.580 0.786 0.652 0.726 0.793 50.2%
Clarity of Instruction (7 items) 0.673 0.801 0.789 0.794 0.717 0.806 0.785 59.0%
Activating Teaching (10 items) 0.702 0.662 0.139 0.814 0.722 0.761 0.827 0.741 0.817 0.816 52.8%
Differentiation (4 items) 0.773 0.780 0.833 0.818 64.2%
Learning Strategies (7 items) 0.686 0.796 0.797 0.744 0.805 0.763 0.731 58.0%