Final

The mart_student_activity_score.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/final

Field nameTypeDescription

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.

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.

week_number

INTEGER

The week of the academic term.

avg_student_activity_score

FLOAT

The average student activity z-score for the given week in the academic term.

avg_student_activity_score_cumulative

FLOAT

The average student activity z-score for the given week in the academic term using cumulative assignment and submission metrics.

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 a cohort of students based on their academic program.

student_activity_score_octile_cumulative

FLOAT

The octile of the student's average student activity z-score in comparison to the average student activity score for a cohort of students based on their academic program. Based on cumulative assignment and submission metrics

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.

Average Student Activity Score

The average_student_activity_score field is the average student activity z-score across all courses a student is enrolled in for a given week in an academic term.

Student Activity Score Octile

The student_activity_score_octile is the percentile of a student's activity z-score compared to other students. Students are cohorted based on their academic program for the given academic term. The octile of the student's activity score is computed using the PERCENTILE_CONT function in BigQuery.

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