Driving Peer-to-Peer Cohort Engagement

Problem

In Simplilearn's cohort-based programs, weak peer connection correlated with lower completion rates. Learners who participate in discussion forums or cohort chats are over 25% more likely to finish certification — but most learners never crossed the threshold from passive viewing to active participation.

My Role

• UX Researcher & Designer — led surveys, focus groups, journey mapping, and feature prioritization.
• Surveyed 1,500+ active learners; ran focus groups including learners with completion rates below 20%.
• Delivered journey maps, decision matrix, and production-ready prototypes for three shipped features.

Constraints

• Low-completion cohorts: Features had to activate learners who had already disengaged — not just power users.
• Unmoderated rooms: 24/7 study rooms carried moderation and safety risk — design needed lightweight guardrails.
• In-player integration: Discussion lobbies had to live inside the video player without breaking the learning flow.

Process

Quantitative and qualitative research across Simplilearn's active learner base:

• User surveys: Questionnaires to 1,500+ active learners in India.
• Focus groups: Mixed-demographic sessions, including sub-20% completion cohorts.
• Journey mapping: Mapped goals, pain points, and opportunities across pre-learning, active learning, and post-learning.
• Decision matrix: Plotted a dozen ideas on feasibility vs. impact to pick three quick-win releases.

Key behavioral insights from focus groups:

• Natural openings: Self-introduction prompts during kickoff lowered the barrier to later participation.
• Interactive prompts: In-course polls and structured debates outperformed open-ended forums.
• Organic help: Peer answers resolved basic questions without helpdesk tickets.

Key Design Decisions

1. Cohort introduce prompts: Automated welcome cards prompting backgrounds and goals at session start.
2. LMS chat discussion lobbies: Discussion boxes embedded in the video player — no view switching required.
3. Open Zoom study rooms: Unmoderated 24/7 peer problem-solving calls alongside structured cohort sessions.

Measured Outcome

What Changed Because of This Work

Cohort session CSAT rose from 3.9 to 4.2 after structured introductions and unmoderated study lobbies shipped. Learners began resolving conceptual questions peer-to-peer instead of opening support tickets. The product team continued toward native social communities in later phases — this release proved that lightweight, in-context prompts beat standalone forum pages for activating quiet cohorts.