
The authors of the study are claiming insights which are not supported by their research. Attendance may be a good predictor of academic performance, but that does not mean that attendance is also a cause of better academic performance. High levels of attendance and high levels of performance may both be caused by another variable... perhaps high achievement motivation. The false cause/correlation error is easy to miss when prediction is confused with causation.