Dashboard: Predictive Learning Analytics Tutorial (Enrollment Creation Date)

Description: Use this Predictive learning Analytics tutorial to create your first predictive model!

Roles that may benefit from this report:
Instructors or Advisors: Can use predictive learning analytics to predict learners who may be at risk in the future.

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Predictive Learning Analytics Input: Passing 90 Days (enrollment creation)

This report is used to train a Predictive Learning Analytics model. The success target is achievement of a passing grade within 90 days of Enrollment Start Date. Predictors (model features) are based on standardized metrics of participation in available course activities of three main types (Quizzes, Assignments, and Forums.

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

Visits and Course Final Grade

This chart shows the relationship between a learner's visits to the course and its activities and the course final grade. A regression line is included. The chart can be filtered by course and category and by date of visit.

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Horizontal Axis: Number of Visits to the Course
Vertical Axis: Course Final Grade

Sort By: Visits, Course Final Grade, or Student Grade

Filters:

Prediction Outcome: Learners at Risk (Per Enrollment)

This report contains the most recent predictions from any Predictive Learning Analytics model with one prediction per enrollment, along with course grade, progress, and common predictor values. The report can be filtered by course name and category, by enrollment creation date, and by prediction value.

Details Buttons links to Prediction Outcome: Learners at Risk (Per Enrollment)

Header Data:

This data updates when filters are utilized.

Learners: Total number of learners in courses in report.

Courses: Total number of courses in report.

Columns in Report:

Hidden Columns in Report: (Columns can be shown or hidden by sliding the corresponding toggle in the columns menu.)

Report Filters: