causal

Mechanism Plus Correlation Strengthens Causal Claims

A causal claim in epidemiology is much stronger when, beyond observing a correlation, there is a plausible biological mechanism; the alcohol-cancer link is supported both by dozens of observational studies finding the same effect and by studies showing it is biologically plausible that alcohol causes cancer, making the link stronger than most other risk factors even though weaker than smoking.

causalpending

Speaker

Ed Yong

Evidence Quote

It's one thing to say we see a correlation; but to understand the mechanism, that would be better. ... And there are mechanisms. So, this is actually a pretty strong link.

Source

Ed Yong on Science, Replication, and JournalismEconTalk
Created: 6/13/2026, 12:25:57 AM

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