Initial Data Review - Is Your Data On Track?

Initial Data Review - Is Your Data On Track?



A Field Health Check for Experiential Campaigns

Idea
This resource helps experiential professionals conduct a smart, early-stage review of data collection performance.  Ensuring clean, complete, and analyzable data is being gathered while there’s still time to intervene.

When to Review

  • After the first 3–5 activations or 7–10 event days
  • Before 25% of your total program field time has elapsed

The Four-Point Readiness Check

1. Data Access & Systems Alignment
  • Can you download the raw data (e.g., Excel, CSV)? Is it usable?
  • Are your two primary data sources—Field Staff Recap Metrics and Consumer Surveys—syncing or syncable?
  • Do market names in both data sets align with the known routing and activation schedule?
2. Collection Rates
  • Are Field Staff Recap Reports being submitted at the expected cadence?
  • Are consumer survey counts per event day aligned with your sampling goals?
    • For recap reporting, target 400 total survey responses. Divide by the number of planned event days to establish your per-day minimum.
    • Monitor current average collection rates—are you on pace?
  • Are you getting enough data to support analysis by key independent variables?
    • Aim for 30+ responses per major segment (e.g., market, venue type, consumer profile) to enable viable analysis later.
3. Data Completeness & Analytical Viability
  • Are all required fields populated? (e.g., date, market, venue type)
  • Are you collecting enough data in the critical variables (gender, age, awareness, purchase intent)?
    • If not, identify what’s preventing strong data collection and course correct. This could involve retraining, coaching, or improved field guidance.
  • Do you need to collapse variables? For instance, combining markets or simplifying venue types may be necessary if response counts are too low for analysis.
4. Sample Size Planning
  1. Goal = 400 completes by end-of-campaign
  2. Per-day minimum = 400 ÷ total event days
  3. Ensure >30 responses per key segmentation variable to support your analysis framework

5. Operational Decision Point
Based on what you’ve seen: Can you continue as-is—or is a course correction needed?
  • Continue if: Data access is solid, collection rates are on pace, and segmentation is viable.
  • Course correct if: You’re seeing incomplete data, weak response volume, or risks to segment-level analysis.

Helpful Cross-Referenced Resources

Next Steps

  • If issues exist, train field staff on how to deliver surveys conversationally while adhering to the core question structure. Emphasize the value of data integrity to campaign success.
  • If needed, adjust dropdowns for venue type or market to better reflect what’s being collected in the field.
  • Schedule a second review mid-campaign to validate progress and finalize your analysis plan.

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