9. A researcher finds a strong association between coffee consumption and pancreatic cancer in an observational study. What is the critical consideration when interpreting this association?

  • Association proves causation.
  • The possibility of confounding or reverse causation, requiring careful interpretation and further research.
  • Coffee consumption must be immediately banned.
  • The finding is definitive and requires no further study.
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