Respondent Screening
Participants are screened against project requirements, demographics, location, behavior, professional profile, and category usage.
Quality Page
Our Commitment to Data Quality
Reliable insights start with reliable respondents. Veriva Insights applies a layered quality-control process designed to improve data accuracy and reduce poor-quality responses.
Quality Measures
Duplicate Review
We monitor for duplicate participation using available technical and project-level checks.
Speeding Detection
Completion times are reviewed to identify responses completed too quickly.
Straight-Line Checks
Grid and scale questions can be reviewed for repetitive or low-engagement answer patterns.
Attention Checks
We support custom attention checks, trap questions, and logic validation.
Open-End Validation
Open-text responses can be reviewed for irrelevant, copied, or low-effort answers.
Quota Monitoring
Fieldwork progress is monitored against agreed quotas and target audience requirements.
Source Performance Review
Panel and supplier sources are evaluated based on response quality, completion performance, and project feedback.
Quality Management Resources
Explore our detailed quality governance page and ESOMAR 37 framework.