Introduction
The sudden 30% decrease in survey completion rates for Morning Consult's political polling projects last week is a critical issue that demands immediate attention. This significant drop could potentially impact the accuracy and reliability of our polling data, which is crucial for our clients and stakeholders. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term implications.
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 completion rates. Expected answer: Yes, there was a change in survey design. Impact on approach: If confirmed, we'd focus on analyzing the specific changes made.
Why it matters: Helps identify if the issue is universal or specific to certain groups. Expected answer: The drop is more pronounced in certain demographics. Impact on approach: We'd prioritize investigating factors specific to the most affected groups.
Why it matters: External events could explain changes in user behavior. Expected answer: No major political events coincided with the drop. Impact on approach: We'd focus more on internal factors if external events are ruled out.
Why it matters: Technical issues could directly impact survey accessibility and completion. Expected answer: No significant technical issues reported. Impact on approach: If confirmed, we'd shift focus to non-technical factors affecting completion rates.
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