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Shawn McKenna

Shawn McKenna

Senior Director of Analytics, Currax Pharmaceuticals · Brand-side

Topics Shawn shaped

AI & technology, Researcher craft & identity, Insights function & business, Methods, methodology & rigor, Industry, profession & meta

Episodes

What Shawn said — indexed claims

  • Synthetic or simulated respondent data in pharma is not yet trustworthy for primary research decisions; the bar for adoption should be a properly controlled side-by-side comparison — same survey design, same questions, real vs. synthetic participants, with the training provenance of the synthetic sample disclosed. — Ep. 9 · 16:45 · cl-shawn-mckenna-010
  • AI has not produced compelling use cases in pharma primary research and survey design; NLP-based open-end coding dates to the 1970s, AI-designed surveys miss clinical nuance, and the productivity gains in AI-assisted data categorization still require human supervision of the output. — Ep. 9 · 14:39 · cl-shawn-mckenna-008

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