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. 2023 Apr 12;9(4):e15234. doi: 10.1016/j.heliyon.2023.e15234

Table 5.

Hierarchical linear regression analysis results of assignment score.

Factors Adjusted R2 ΔR2 ΔF SE β t
Learner characteristics Interests 0.013 0.059 1.281 4.758 −0.034 −0.221
Prior GPA 0.115 −0.020 −0.146
Pre-class behaviors Post length 0.277 0.285 8.484*** 0.010 −0.193 −1.026
Post quality 0.260 0.686 3.556***
In-class behaviors Interaction behaviors 0.239 0.001 0.027 0.333 −0.032 −0.220
Irrelevant behaviors 1.869 0.009 0.069

Note: *p < 0.05, ***p < 0.001; SE: Standard Error.