Delivering Stronger Insights Without Extra Fieldwork Using Correlix

✅ Client Need: Fix Bias Without Re-Fielding

An agency discovered sample bias in survey data after fieldwork was completed. Certain demographic groups were overrepresented, while others were missing — threatening the reliability of insights.

Re-fielding would mean extra cost, extra time, and frustrated clients. The agency needed a faster, smarter way to fix the issue.

💡 Our Solution: Correlix for Bias Correction

The agency used Correlix to correct the dataset without re-fielding:

• Bias Detection
  Identified overrepresentation and gaps in the dataset.
• Synthetic Data Augmentation
  Generated statistically consistent responses to balance underrepresented groups.
• Preserved Integrity
  Ensured corrections didn’t distort results.
• Client Reassurance
  Delivered a corrected dataset with full transparency, demonstrating control and rigor.

⏱️ Execution: Correcting Bias in Record Time

Day 1: Dataset imported into Correlix.
Day 2: Bias detected and synthetic augmentation applied.
Day 3: Corrected dataset delivered to the client with an updated report.

📊 Results: Stronger Insights, Faster Delivery

The agency saved both time and money by avoiding extra fieldwork — while boosting client trust with stronger, bias-free insights.

🔍 Why This Case Matters

For agencies, re-fielding can be costly and damaging to client trust. With Correlix, they can:

• Fix bias without extra fieldwork
• Deliver stronger insights in days
• Build client confidence through transparent correction

🧠 About DataDiggers

DataDiggers is a technology-first insights partner. With Correlix, agencies can correct bias, augment datasets, and deliver high-integrity insights — without costly delays.

🚀 Ready to Deliver Stronger Insights Without Extra Fieldwork?

See how Correlix supports agencies →