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. 2023 Feb 3;14:1106483. doi: 10.3389/fpsyg.2023.1106483

Table 7.

Calculation results of orthogonal rotation of demand size index.

Rotating component matrixa
Component 1 Component 2 Component 3
Learning Environment Needs 1 0.777 0.041 0.042
Learning Environment Needs 2 0.752 0.038 0.032
Learning Environment Needs 3 0.747 0. 102 0.058
Learning Environment Needs 4 0.704 0.057 0.033
Learning Environment Needs 5 0.744 0.040 0.000
Learning Environment Needs 6 0.763 0.084 0.077
Learning Interaction Needs 1
Learning Interaction Needs 2 0.051 0.779 0.028
Learning Interaction Needs 3 0.068 0.801 0.006
Learning Interaction Needs 4 0.048 0.791 0.061
Learning Interaction Needs 5 0.053 0.783 0.003
Learning Support Needs 1
Learning Support Needs 2 0.038 0.004 0.752
Learning Support Needs 3 0.069 0.061 0.800
Learning Support Needs 4 00064 0.035 0.747
Learning Support Needs 5 0.041 0.047 0.752

Extraction method: Principal component analysis.

Rotation method: Kaiser standardized maximum variance method.

aRotation converges after five iterations.