Product & UX Research Lead · 2026


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Research Plan

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What I Found

1. The chain breaks structurally, not behaviorally

Students aren't careless. The system has no fallback. One missed link = everyone downstream misses it.

2. First-years are the most exposed

No informal networks. No WhatsApp groups. No one to ask. 5 of 7 highest-miss cases.

3. Professors go blind after handoff

Zero visibility after announcing. Can't prove delivery. Can't resolve disputes.

4. Class leaders are a single point of failure

Informal, unrecognized, manual. When they're unavailable, communication stops entirely.

Survey findings