Lifematics w/ DrAzu

The Nigerian undergraduate system has a measurement problem. There are the unseen variables behind every first class: We measure CGPA — a rear-view mirror. We measure JAMB—a proxy for pre-admission status. We measure attendance — a compliance number. None of these tells a 200-level student whether they are on track to finish with the classification they are targeting. In the research literature, they don't. → Self-regulated learning → Metacognitive monitoring → Intrinsic motivation → Test-anxiety calibration → Goal-setting specificity → Help-seeking behaviour → Study-strategy depth, and → Effort-management — 8 constructs, Each has decades of validated measurement — predict trajectories far more reliably than any CGPA grade does. The problem is access. These instruments live in paywalled academic journals (God help us). The students who would most benefit from seeing their own scores have never heard of them. We've been rebuilding that science as a 8-minute diagnostic, adapted and contextualised for undergraduates, scored against institution-specific benchmarks, and delivered as a report that tells a student exactly which of the eight is the weakest link between where they are and the classification they want. We just launched APEX barely 36 hours ago and over 80 students have seen their APEX scores (If you are wondering APEX stands for Academic PErformance IndeX) If you want to know where you are on the way to a firstclass take the test here: https://cu-apex-two.vercel.app (It's only ~8mins) DrAzu