Enabling Term Success Metrics: Importing Final Grades

Overview

Importing final grades into System Administration unlocks Term Completion and D, F, or Withdrawal (DFW) metrics, laying the groundwork for institutional insights.

Term Success Metrics give institutional teams an at-a-glance read of health for any term, located on the Insights page under the Strategy tab. Enrollments appear from enrollment data alone; Term Completion and Average Course DFW Rate display once final grades are imported into System Administration.

The Strategy tab on the Insights dashboard highlighting the Term Success Metrics interface, including cards for Enrollments, Term Completion, and Average Course DFW Rate.

What these metrics tell you

  • Enrollments — the total distinct students enrolled for the term (commonly called headcount), counted once each regardless of course load — the institution’s primary measure of total term enrollment.
  • Term Completion — measured across distinct student enrollments: of the students enrolled that term, how many finished — earning a final grade rather than withdrawing or leaving work incomplete. An early, term-by-term pulse on persistence, well before end-of-year reporting.
  • Average Course DFW Rate — among course enrollments with a final outcome, the share that ended in a D, F, or withdrawal. It is counted per enrollment rather than per student, so a student in several courses is reflected in each — which makes it a course-level signal, pointing to the gateway courses and modalities where students struggle.

Read together they connect cause and effect: DFW shows where students struggle at the course level, while Term Completion shows the institution-level result. Comparing them year over year turns raw grade data into a signal for provosts or program reviews.

Step 1 — Gather and prepare final grades for a term

Build a grades.csv file with three specific columns matching the schema and formatting requirements below.

section_id user_id final_grade
2026_FALL_BIO_101_A 987654321 A
2026_FALL_BIO_101_A 876543210 W
2026_FALL_MAT_220_B 765432109 F
Table 1: Required CSV file structure and sample rows for grade imports

Step 2 — Import final grades into System Admin

In System Administration, navigate to Courses & Sections, select Import Data, choose Import Grades, and upload the completed grades.csv file.

The System Administration portal navigation tree highlighting the Courses and Sections menu, trailing to the Import Data page where the file upload zone for Import Grades is displayed.

Step 3 — (Optional) Import a prior year to compare year over year

Import a grades.csv for the prior year using the same upload path. This action powers the 'Compare To' toggle, enabling metrics to display real-time year-over-year operational shifts.

How grades are counted today

A standard scale applies across institutions: A, B, and C count as passing; D and F count in the DFW group; W and I do not count as completing. Institution-specific configuration through the Grades & Scales tab in System Administration is on the near-term roadmap to accommodate custom grading conventions.

What’s next: grade data powers Watermark Currents

Importing grades builds the foundation for Watermark Currents, an upcoming conversational intelligence tool for Institutional Research & Effectiveness. Currents allows teams to query data using plain language to receive synthesized, cited answers. Every term of grades imported now enhances future insights.

To learn more about these capabilities, please read the Watermark Currents Webinar Registration Page for the upcoming event on August 6th. 

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