Index/Topics/Fact-checking methods

Fact-checking methods

The methods and limitations of fact-checking, including sampling, scaling, and evaluating nuance or binary truth.

Fact-Checks

5 results
Jan 28, 2026
Most Viewed

Are independent fact checkers always right?

Independent fact-checkers are not infallible, but they are broadly reliable: multiple large-scale studies find high agreement and accuracy across established organizations, and major outlets state com...

Jan 22, 2026

How do fact‑checking organizations detect and document networks of deepfake medical endorsements?

Fact‑checking organisations detect and document networks of by combining automated media‑forensics, platform scraping and network analysis with human verification and outreach to the purported endorse...

Jan 19, 2026

How have journalists and fact-checkers evaluated allegations of inappropriate relationships within the Trump family?

Journalists and professional fact-checkers have approached allegations of inappropriate relationships within the Trump family by seeking documentary evidence — public records, filings and corroboratin...

Jan 13, 2026

Which organizations have tracked Trump’s false or misleading claims since 2016 and how do their counts differ?

Several established newsrooms and independent fact‑checking groups have systematically tracked false or misleading statements by Donald Trump since 2016; the most cited numeric tallies come from The W...

Jan 6, 2026

How do journalists and fact-checkers evaluate anonymous or recently surfaced assault allegations?

Journalists and fact-checkers treat anonymous or newly surfaced assault allegations as serious but delicate information that requires corroboration, careful language, and ethical safeguards: they bala...