| variables | students satisfaction (SSF) | Students satisfaction (SSF) | Self-Regulated Learning (SRL) | Students satisfaction (SSF) |
| Model 1 | Model 2 | Model 3 | Model 4 | |
| b(t) | B(t) | b(t) | b(t) | |
| (Constant) | 2.795*** (8.158) | 2.187* (5.769) | −0.696* (−2.207) | 0.037* (0.221) |
| Age | −0.215 (−2.607) | −0.096 (−1.423) | 0.060 (0.991) | 0.013 (0.461) |
| Gender | −0.076 (−0.770) | 0.025 (0.309) | 0.108 (1.489) | 0.014 (0.439) |
| Content | 0.005 (0.099) | 0.005 (0.124) | −0.088 (−2.235) | −0.026 (−1.454) |
| Level | 0.150* (2.025) | 0.053 (0.876) | −0.038 (−0.693) | −0.010 (−0.397) |
| African Region | −0.115 (−0.930) | −0.003 (−0.026) | 0.015 (0.162) | 0.008 (0.206) |
| LII |
| 0.698*** (7.186) | 0.827*** (19.244) | 0.037*** (−0.896) |
| LLI |
| −0.335*** (−5.019) | −0.551** (−11.044) | −0.505*** (−10.210) |
| LCI |
| 0.220*** (3.654) | 0.754*** (23.892) | 0.701*** (28.588) |
| SRL |
| 0.168** (1.251) |
|
|
| ISE |
| 0.1025** (5.880) | 0.091* (2.610) | 0.831* (14.376) |
| R2 | 0.027 | 0.363*** | 0.618** | 0.920** |
| Change in R2 | 0.027 | 0.336*** | 0.618** | 0.054** |
| F | 1.657*** | 21.184*** | 69.217** | 394.561** |