Framing Bias

Headline-Body Mismatch

Writing a headline that implies something more dramatic, certain, or alarming than the article itself supports — exploiting the fact that most people don't read beyond the first paragraph.

Real-world example

Headline: "New study links popular sweetener to cancer." Paragraph 3: "Researchers observed a slight statistical association in a mouse model at doses equivalent to 400 cans of soda per day. The authors caution that no causal link has been established in humans." The headline is not technically false — there is a study, and it does find a link. But 90% of readers will share the headline having never encountered the qualification.

Why it bypasses reasoning

Comprehension is effort. Most people engage with headlines, scan the first paragraph, and move on — especially in high-volume information environments. Headlines are optimized for sharing, not accuracy. The mismatch is often intentional, because alarm drives clicks.

Discerno signal

What to watch for

Always read the methodology section before accepting a "study says" claim. Watch for headlines with confident declarative statements about research that, when read closely, show association not causation, animal not human models, or heavily qualified findings.

← False Balance All tactics Euphemism Treadmill →