{
  "id": "respondent-validation",
  "number": 142,
  "status": "Published",
  "title": "Respondent Validation: Protecting the Finding, Not Just the Dataset",
  "summary": "Why undetected fraud biases findings rather than merely adding noise, the five integrity questions every complete must pass, the flag-to-disposition pipeline, and the quality-certification record that makes validation auditable.",
  "topic": "AI-Powered Data Quality",
  "url": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/",
  "canonical": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/",
  "pdf": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/download/",
  "embed": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/embed/",
  "press_kit": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/press-kit/",
  "oembed": "https://www.catalystmr.com/insights/methodology-papers/respondent-validation/oembed.json",
  "publisher": "CatalystMR",
  "publisher_url": "https://www.catalystmr.com",
  "license": "Republish with attribution and a canonical link back to CatalystMR; no material modification.",
  "retrieved": "2026-07-01"
}