Methodology

What the Iowa Hogwash Meter means

The Iowa Hogwash Meter measures one thing: the gap between the wording of a political claim and what the cited evidence actually establishes. The Iowa-themed presentation is intentionally memorable, but the underlying standard remains evidence-first. It is not a scientific lie detector and it does not claim to know whether a speaker intended to mislead.

1 · Blue-Ribbon SupportedThe central factual assertion is strongly supported by the cited record.

2 · Mostly SupportedThe core assertion is supported, with limited qualifications that do not change the central point.

3 · Leaning SupportedThere is more support than contradiction, but meaningful caveats or imprecision remain.

4 · Context NeededA real event, quote, vote, or document exists, but the broader implication requires additional context.

5 · Getting MuddyThe claim relies on real facts but materially stretches, conflates, or overstates what the evidence establishes.

6 · Mostly HogwashThe central assertion is weakly supported, unproven, or substantially contradicted by the available record.

7 · Full HogwashThe available evidence directly contradicts the central factual assertion. This endpoint is not used merely because a claim is unproven.

Political label · Not scoredWords such as “extreme,” “radical,” or “liberal” are ideological judgments without an objective factual yardstick. The site shows the underlying positions instead.

Evidence Confidence is separate from the Hogwash Meter. The meter answers how well the record supports the claim. The confidence shields summarize the breadth of the linked evidence trail; they do not make a claim more or less true simply because more links exist.

The same test is applied to every claim

Identify the actual allegation. Link to the ad, party statement, article, post, or other source making it.
Find the underlying record. Prefer bill text, roll calls, agency documents, audits, court records, official reports, or contemporaneous video.
Separate fact from inference. A vote against a large bill, for example, proves opposition to the bill as a package; it does not automatically establish every motive assigned to that vote.
Restore omitted context. Show relevant language, chronology, surrounding provisions, or the full subject of a quotation.
Preserve fair criticism. If part of an attack is supported, the page says so rather than treating the whole thing as false.

Why the evidence trail deliberately mixes sources

A reader should not have to trust this site’s politics to audit its conclusion. Claim cards therefore label sources by role, and the expanded evidence view explains what each source is being used to establish.

Primary record: legislation, vote journals, audits, agency documents, government reports, court materials, and other direct records. These carry the most weight for what officially happened.
Independent reporting: journalism and fact-checking used for chronology, interviews, quotations, and outside context. Where practical, more than one outlet or a source not favorable to the candidate is included.
Claim source: Republican Party, opposing campaign, NRCC/RGA or similar material. These sources are valuable for proving what was actually alleged; they are not treated as independent proof of their own allegation.
Candidate/campaign: the candidate’s biography, explanation, or policy statement. These are treated as the candidate’s own assertions and labeled accordingly, not as independent validation.

Source diversity is visible, not implied

Every expanded claim shows the number of linked sources and the source classes represented. A partisan source does not become “bad evidence” merely because it is partisan: it may be the best evidence of the exact attack. Likewise, a campaign statement is useful for the candidate’s explanation but should not, by itself, prove that explanation is correct. The goal is to let different kinds of sources check one another.

Colors on the candidate directory

Blue outlines identify Democratic candidates, red outlines identify Republican candidates, and green outlines identify Libertarian, independent/no-party, or other affiliations. The colors are ballot-affiliation labels only. They are not ratings and do not indicate the site’s opinion of a candidate. Federal/state jurisdiction remains identified by the office label and jurisdiction tag.

Media-by-media allegation ratings

Every reviewed ad, social clip, campaign video, opposition post, and link-only new-media item now carries a What is being said block immediately with that media. When one creative makes multiple allegations, they are separated and rated individually with the same Iowa Hogwash Meter standard used by the main claim cards. If the original platform exposes a stable supported player, the source is embedded. If it does not, the page preserves the canonical link and states the specific reason an embed was not used.

No artificial balance

The site does not create a claim card simply so every candidate has the same number. If a specific accusation has not been identified and sourced well enough to review, the candidate profile says so.

Research snapshot: expanded candidate and attack-media archive reviewed through August 11, 2026, including a 4:07 PM CDT media-embed and allegation-rating pass. Campaign claims and candidate information can change, so direct source links remain part of every review.