{
  "id": "11-point-qc-framework",
  "number": 137,
  "status": "Published",
  "title": "The 11-Point QC Framework — A Methodology for Validating Survey Respondents",
  "summary": "Eleven QC checkpoints across pre-field, in-field, and post-field.",
  "topic": "AI-Powered Data Quality",
  "url": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/",
  "canonical": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/",
  "pdf": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/download/",
  "embed": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/embed/",
  "press_kit": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/press-kit/",
  "oembed": "https://www.catalystmr.com/insights/methodology-papers/11-point-qc-framework/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"
}