Introduction
JSTOR's 15% drop in article downloads over the past month is a significant issue that requires immediate attention. As we analyze this product problem, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications. Our approach will involve clarifying the context, ruling out external factors, understanding the product and user journey, breaking down the metric, gathering data, forming hypotheses, conducting root cause analysis, and proposing 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: Recent changes could directly impact user behavior and download patterns. Expected answer: Yes, there was a minor update to the search algorithm. Impact on approach: If confirmed, we'd focus on analyzing the impact of this change on user search behavior and results relevance.
Why it matters: Understanding which segments are most affected will help target our investigation and solutions. Expected answer: The drop is more significant among student users. Impact on approach: We'd prioritize investigating factors specifically affecting student engagement and usage patterns.
Why it matters: This could indicate issues with content relevance or availability in specific fields. Expected answer: Social sciences and humanities show a larger decline compared to STEM fields. Impact on approach: We'd focus on content quality, relevance, and accessibility in the most affected disciplines.
Why it matters: Changes in access could directly impact download numbers. Expected answer: No significant changes in subscriptions or policies. Impact on approach: If confirmed, we'd shift focus to internal factors and user behavior rather than access issues.
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