From: An integrated practice system for learning programming in Python: design and evaluation
Ā | Learning gain | Exercise points | Exercise efficiency | Exam points | ||||
---|---|---|---|---|---|---|---|---|
Ā | R2 | Coef (stand.) | R2 | Coef (stand.) | R2 | Coef (stand.) | R2 | Coef (stand.) |
Semantic prob. | .050*** | .006 (.224)*** | .052* | 13.978 (.127)* | .097 # | .005 (.100) # | .055 | .117 (.076) |
Parsonās prob. | .047** | .006 (.217)** | .051* | 13.854 (.126)* | .097 # | .005 (.102) # | .054 | .117 (.076) |
Annotated examples | .034** | .003 (.184)** | .043 | 5.425 (.086) | .090 | .002 (.055) | .050 | .035 (.040) |
Animated examples | .022* | .003 (.149)* | .038 | 4.174 (.048) | .088 | .001 (.025) | .049 | āā.010 (āā.008) |