Course Final
The mart_student_activity_score.course_final mart presents the final student activity score for a student in an academic term for a given week in the term.
BQ Prod Dataset Locations
mart_student_activity_score
Interactive Mart Dependency Diagram
The following visualization shows the construction of this data mart defined in the UDP marts repository. More information on the repository and diagram can be found on this marts page.
Schema
mart/student_activity_score/course_final
Field name | Type | Description |
---|---|---|
university_id | STRING | The SIS ID of the student. |
global_user_id | INTEGER | The UDP ID of the student. |
canvas_user_id | STRING | The Canvas ID of the student. |
term_name | STRING | The academic term the student is enrolled in, i.e. Fall 2020. |
session_name | STRING | The academic session the student is enrolled in. |
campus_name | STRING | The campus of the student for the given academic term. |
academic_program | STRING | The academic program the student is enrolled in for the given academic term. |
course_code | STRING | The SIS ID of the course offering. |
course_global_id | INTEGER | The UDP ID of the course offering. |
course_canvas_id | STRING | The Canvas ID of the course offering. |
week_number | INTEGER | The week of the academic session, term, or course. |
student_activity_score | FLOAT | The student activity score for the student in the course for the given week. |
student_activity_score_z | FLOAT | The z-score of the student activity score for the student in the course for the given week. |
student_activity_score_octile | FLOAT | The octile of the student's average student activity z-score in comparison to the average student activity score for the course. |
Student Activity Score
The student activity score defines a "score" for a student's activity in a course's learning environment. The score is calculated using the formula:
5*[submissions/assignments_due]+2*[navigation_time]+[num_sessions]
The metrics in brackets are z-scores. The z-score for a student is computed for a week in the course.
Student Activity Score Octile
The student_activity_score_octile is the percentile of a student's activity z-score compared to other students in the course for the given week. The octile of the student's activity score is computed using the PERCENTILE_CONT
function in BigQuery.
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