Report: Predictive Learning Analytics Input: Passing by Course End Date

Description: This Predictive Learning Analytics input report uses the course final grade as the success metric and trains the model on all courses with course ending dates in the past. Only users with roles categorized as "Learners" are included in the report. Courses in terms without end dates are excluded. Predictors (model features) are based on standardized metrics of participation in activities especially Quizzes, Assignments and Forums.

Roles that may benefit from this report:
Instructors: Can use Predictive Learning Analytics Input to see a list of students and risk metric to determine who needs intervention.

Header Data:

This data updates when filters are utilized.

Rows: The number of rows in the report

Proportion Current: Proportion of learners who are current in the course

Proportion Passed: Proportion of learners who have passed the course

Columns in Report:
Column Data Descriptions can also be found in the Data Dictionary in the help bar of IntelliBoard

May return as “1” or “0” where 1 = user passed with course grade score over 59 and 0 = user did not pass and has a course grade score of 59 or less.

Number of days until term end date. Displays as “0” if term end date has passed.

divided by the number of activities in the course.

Divided by the number of activities in the course.

divided by the total number of assignments in the course.

Quiz attempts per learner divided by number of quizzes in the course

Natural log of posts by the learner divided by the number of discussion forums in the course

Report: Predictive Learning Analytics Input: Passing by Course End Date

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