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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2025 UX RESEARCH BOOT CAMP

CJ Concepcion

Roman Holowinsky, PhD

MAY 05, 2025

DIRECTOR

DATE

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TEAM

MC UX Research

CJ Concepcion, Margaux Wienk

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Margaux Wienk & CJ Concepcion

Project 1: Product Diversification – Campus Coffee Shop Alcohol Expansion
Researched feasibility of adding evening alcohol service at a campus café near Columbia. Using 500+ surveys, a competitor audit, and foot traffic analysis, we projected 72% revenue growth and a 6.2-month break-even.

Project 2: Website Conversion – Lillie Belle Cart Abandonment Study
Addressed a 68% cart abandonment rate for a fashion e-retailer via user interviews and personas. Identified friction points (e.g., shipping transparency, mobile usability) and recommended checkout flow improvements.

Project 3: Voice of the Customer – PLÉNA Membership Churn
Explored churn through surveys and A/B testing (user-chosen vs. expert-curated perks). Found decision fatigue and lack of identity-based personalization as key issues; surprise curation boosted engagement.

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