An ecological study finds that countries with higher average chocolate consumption win more Nobel Prizes per capita. A newspaper concludes that eating chocolate makes individuals more likely to win a Nobel Prize. The logical error committed here is:
- A Ecological fallacy ✓
- B Berkson's bias
- C Hawthorne effect
- D Publication bias
Explanation
The ecological fallacy is the error of applying group-level associations to individuals. Correlation observed across populations cannot be assumed to hold at the individual level, because confounders such as national research funding may explain the group-level association. Berkson's bias arises from hospital-based sampling, the Hawthorne effect describes behaviour change under observation, and publication bias concerns selective reporting of studies, none of which describe this inferential error.
Reference: Park's Textbook of Preventive and Social Medicine, 27th ed.
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