Introduction
The recent 30% drop in usage of 1mg's online prescription refill service over the past month is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.
I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into product understanding, metric breakdown, and data analysis. From there, I'll form hypotheses, conduct root cause analysis, and propose validation methods and solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal trends could explain temporary fluctuations. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on historical patterns and cyclical strategies.
Why it matters: Identifies whether the issue is universal or segment-specific. Expected answer: The drop is more pronounced in older users. Impact on approach: We'd tailor our solutions to the most affected segments.
Why it matters: Recent changes could directly impact user behavior. Expected answer: A minor UI update was implemented. Impact on approach: We'd scrutinize the impact of recent changes on user experience.
Why it matters: External competitive factors could influence user behavior. Expected answer: No major competitive shifts noted. Impact on approach: If competitive factors are at play, we'd need to reassess our value proposition.
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