From 41% Failure Rate to 9% — In 3 Years
How G-CIM's Diagnostic Curriculum Engine Transformed Academic Quality at G-CIM University
Dr. Yvonne Okafor
Oversees academic quality, curriculum design, and faculty development across 6 departments. Replaced Canvas LMS-driven curriculum planning with G-CIM's mastery-gated, cognitive-diagnostic curriculum model — achieving the lowest D/F/W rate in university history.
⚠️ Why Canvas LMS & IXL Failed Academic Quality
Dr. Okafor's Curriculum Transformation Journey
Dr. Yvonne Okafor, Dean of Academic Affairs at G-CIM University, oversees curriculum quality across 6 departments. Despite robust course offerings and Canvas LMS adoption, D/F/W rates (students who earn D, F, or Withdraw) have climbed to 41% in core courses. Faculty are frustrated. Students are disengaged. Curriculum committees keep revising syllabi — but the problem isn't the content. It's the diagnosis.
"We revised our Intro to Psychology syllabus four times in two years. The D/F/W rate barely moved. The syllabus wasn't the problem — we just didn't know it yet."
G-CIM University deploys the G-CIM platform. Dr. Okafor uses the Dean Dashboard and Educator Analytics to run the university's first-ever cognitive readiness analysis — mapping aggregate Learning DNA™ data against course difficulty levels.
Curriculum Diagnosis
"G-CIM gave me a cognitive X-ray of our curriculum. I saw for the first time that our courses were designed for one type of learner — and our students came in every type."
Academic Affairs Today
9% D/F/W Rate · 93% Completion · Lowest in University History · Regional Curriculum Model
"Our D/F/W rate used to be our shame. Now it's our proof. Nine percent means 91% of students are succeeding — because we finally built a curriculum that meets them where their minds actually are."— Dr. Yvonne Okafor, Dean of Academic Affairs, G-CIM University
This persona is a composite illustrative case study based on G-CIM's platform capabilities and academic quality research.