Why has Dynata's QuickSurveys platform seen a 30% drop in survey completions over the past month?

Introduction

The recent 30% drop in survey completions on Dynata's QuickSurveys platform is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the decline in completions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this 30% drop been compared to the same period last year?

Why it matters: Seasonal fluctuations could explain the drop and influence our solution approach. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on strategies to mitigate annual dips; if not, we'd investigate recent changes or issues.

• Considering user segments, I'm curious about the distribution of the drop. Is the 30% decline uniform across all user types or concentrated in specific segments?

Why it matters: Identifying affected segments helps pinpoint potential causes and tailor solutions. Expected answer: The drop is more pronounced among casual users rather than power users. Impact on approach: If segment-specific, we'd investigate factors unique to that group; if uniform, we'd look at platform-wide issues.

• Thinking about recent changes, have there been any significant updates to the platform or survey creation process in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior and survey completion rates. Expected answer: A new survey builder interface was launched 6 weeks ago. Impact on approach: If changes occurred, we'd focus on their impact; if not, we'd investigate external factors or gradual trends.

• Considering data integrity, has there been any change in how completions are tracked or reported in the last month?

Why it matters: Ensures we're addressing a real issue and not a data anomaly. Expected answer: No changes to tracking or reporting methods. Impact on approach: If tracking changed, we'd need to reassess the actual impact; if not, we'd proceed with investigating user behavior and platform issues.