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Enrollment hour quintiles 4 and 5 (e.g. enrollments larger than 121 h/year) show invariably completion probabilities in excess of 90percentt.
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This analysis revealed four substantial interactions between qualification level and age, qualification level and intention to complete, qualification level and course enrollment hours, and age and enrollment hours.
Prior research has revealed a relationship between enrollment hours and completions.
Figure 3 graphs the interaction between enrollment hours and qualification level.
The main driver of completion outcomes in Australian vocational eduction identified in this research are the number of enrollment hours.
Finally, our completion model indicated that the impact of student age on completion probability is dependent on enrollment hours.
While students enrolled in excess of 120 h/year have completion rates in excess of 90percentt, all qualification levels below this number of enrollment hours have steadily decreasing completion rates as their hours of enrollments decrease.
It should be kept in mind that in Fig. 3 changes across the x-axis can be viewed more as reflecting the population as a whole, as each of the enrollment hours quintiles contains roughly comparable numbers of students.
Specifically, the relationship between student satisfaction, the benefits to completion, student age, qualification level and enrollment hours, an well as the intention to complete and actual completion is investigated.
It is clear that not only are completion probabilities in the lower quintiles of enrollment hours well below the average overall margin (0.71) but also that there are large differences between the three qualification levels.
We graphed the predictive margins of this relationship (Fig. 4) and it became apparent that while age does not impact on completion probability at enrollments >120 h, for student with smaller enrollment hours increasing age is associated with a decreasing probability of completion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com