Correction and update policies at major US news outlets compared

What to take away

• Daily news explainers compare four written policies: Associated Press correction policy, New York Times correction policy, NPR correction policy and Reuters correction policy.
• All four separate a correction, which fixes an error, from a clarification, which adds context to something accurate but misleading.
• Labels are not standardized. The AP and Reuters lean on correction, clarification and retraction; the Times adds editor's notes; NPR leans on correction and clarification.
• Updates are the least governed label. Most newsrooms treat a changed headline, figure or quote as an update only when the substance of the story has not changed.
• Readers can judge a newsroom by whether corrections are dated, labeled and linked to the original story rather than quietly swapped in.
• Government data agencies such as the Bureau of Labor Statistics publish errata, a model for how to correct numbers without hiding the original release.

Why correction policies differ across newsrooms

A correction policy is a promise about what a newsroom will do after it gets something wrong. The promise differs by medium, ownership and risk. A wire service sells copy to thousands of clients, so a wrong line propagates fast.

A newspaper owns its archive and can annotate it. A broadcaster works in audio, where a spoken correction cannot be unspoken.

The Associated Press writes for member outlets that may already have published its copy. That pushes the AP toward speed and toward a label clients can see at a glance. Reuters sells to terminals and newsrooms worldwide, so its language has to survive translation and republication.

The New York Times maintains a public corrections page and a standing corrections desk. NPR publishes corrections on air and online, and it has to decide which platform carries the fix.

Legal exposure shapes the rest. Defamation claims, FTC scrutiny of advertising claims and libel suits all turn on whether a publisher corrected promptly and visibly.

The FTC statutes that give the Federal Trade Commission its enforcement power over deceptive claims set the wider backdrop for why American publishers treat labeling carefully, even though the FTC does not police news copy.

Readers feel the difference. A story that silently changes between a morning read and an evening share is not the same product. A story with a dated correction is. That gap is what a daily news explainer breakdown tries to close.

The Associated Press and its correction practice

The AP runs a corrections desk and a public corrections feed, and it distributes corrections to every outlet that took the story. That distribution step is the defining feature of AP practice. A correction is not just fixed on apnews.com; it is sent back through the wire.

AP style, as set out in the AP Stylebook, treats a correction as a fix to a factual error. A clarification is used when copy was accurate but open to being misunderstood. A retraction is reserved for withdrawing a story or a claim outright, which the AP does rarely and usually with an explanation.

The AP also distinguishes an update from a correction. A developing story gets updated constantly, and those changes carry no error label. Once the desk determines that something published was wrong, the label changes.

AP corrections typically name the error, state the correct fact and carry a timestamp. Clients are expected to run the correction. Many do, which is why AP corrections surface in local papers across California, Texas, Florida and Illinois that never wrote the original line.

For desks drafting their own rules, the AP model is the most copyable. It separates the act of fixing from the act of labeling, and it forces the newsroom to decide which one it is doing. A breaking update types log makes that decision auditable.

The New York Times corrections and how updates are labeled

The New York Times runs a corrections desk and publishes a daily corrections page. Its correction policy states that the Times corrects errors promptly and that corrections appear in the section where the error ran, in print and online.

The Times uses a wider label set than the AP. A correction fixes a factual error. A clarification adds context where the original was not wrong but could mislead. An editor's note is used for broader problems: a story that fell short of standards, a sourcing failure, or a piece that required substantial reworking.

Updates are handled differently again. Live coverage and developing stories are updated continuously, and the Times labels those as updates rather than corrections. The distinction matters because an update carries no admission of error.

The Times also annotates some archived stories rather than deleting them. A reader who finds an old article can often see a note explaining what changed. That practice is closer to the errata model used by data agencies than to a simple deletion.

Where the Times differs most from the AP is scale. A correction in a national paper of record is itself news, and the desk weighs that. The result is a slower, more layered process with more label options, which is also why a daily explainer formats checklist helps desks stay consistent across sections.

NPR's corrections and clarification conventions

NPR publishes corrections and clarifications on its website and, when the error was material, on air. Its policy asks listeners and readers to report errors and commits to correcting them in the same platform where the error appeared.

NPR's label set is narrower than the Times'. It leans on correction for factual errors and clarification for context that was missing or misleading. NPR also uses editor's notes for standards issues, though less often than the Times.

Audio creates a specific problem. A spoken error cannot be corrected in place, so NPR has to decide whether a correction runs in a later broadcast, on the website, or both. Its written policy addresses that by tying the correction to the platform where the mistake reached the audience.

Updates on NPR stories usually appear as a dated line at the top or bottom of a web story, often noting that new information was added. Breaking news posts are updated freely and labeled as such.

NPR's member stations add another layer. A station that airs NPR copy may publish its own correction, and the two are not always linked. For local desks, that is one of the recurring daily news explainer problems that a written policy is meant to prevent.

Reuters and its correction and retraction language

Reuters publishes a corrections policy in its trust principles and handbook material, and it operates a global corrections desk. Its stated approach is to correct errors quickly and to be transparent about what changed.

Reuters uses correction for factual errors, clarification for accurate but potentially misleading copy, and retraction for withdrawing a story or a claim. It also issues a formal withdrawal when a story is pulled from the wire entirely, which is a stronger act than a correction.

Because Reuters clients receive copy through terminals and syndication feeds, a correction has to travel the same route as the original. Reuters issues a corrected version and flags the change so subscribers can replace the earlier copy.

Updates are routine. A market story or a breaking news story is refreshed continuously, and those refreshes are not corrections. The label changes only when the desk concludes that published information was wrong.

Reuters language tends to be terse: what was wrong, what is right, when the fix was made. That brevity suits a wire service whose clients may only have room for a line. It also makes Reuters the easiest of the four to compare against the AP, since both sell to other newsrooms rather than to a single audience.

How each outlet labels updates, clarifications and retractions

The four newsrooms use overlapping words with different thresholds. The table below summarizes how each labels a change, based on their published policies and standing practice.

Label	Associated Press	New York Times	NPR	Reuters
Update	Developing stories refreshed; no error implied	Live and developing coverage; no error implied	Dated line noting added information	Continuous refresh of market and breaking copy
Clarification	Copy accurate but open to misunderstanding	Context added where original could mislead	Context missing or potentially misleading	Accurate but potentially misleading copy
Correction	Factual error, sent back through the wire	Factual error, run in the section where it appeared	Factual error, on air and online as needed	Factual error, flagged to subscribers
Editor's note	Used sparingly	Broader standards or sourcing failure	Used occasionally for standards issues	Not a standard label
Retraction	Rare; story or claim withdrawn	Story withdrawn or substantially reworked	Story or claim withdrawn	Formal withdrawal from the wire

The pattern is clear. Everyone agrees that a correction fixes a fact. Nobody agrees on where a clarification ends and an editor's note begins. And updates carry no error label anywhere, which is why readers should treat a changed story without a note as a question, not an answer.

A useful test for any desk: if the change would alter what a reader took from the story, it is not an update. That rule alone resolves most labeling disputes, and it is the spine of any government decision explainer worth following.

What a daily news explainers comparison means for readers

Daily news explainers exist because readers want to know not just what changed but whether the change was an error. The four policies above give readers a way to check.

Start with the label. A correction, a clarification, an editor's note and a retraction mean different things, and a newsroom that uses them loosely is telling you something about its standards.

Then check the date. A correction without a timestamp is hard to trust. All four of these newsrooms date their corrections, and the dates are usually visible at the foot of the story.

Then check whether the original is still reachable. A newsroom that deletes a story instead of correcting it removes the evidence. The Times and NPR generally annotate rather than erase, and the AP and Reuters push a corrected version while the original remains in client archives.

Finally, check the platform. A correction that reaches only the website when the error aired on radio has not reached the audience that heard it. NPR's policy addresses this directly, and it is the standard other broadcasters should be held to.

A short checklist for readers judging a correction:

• Is the change labeled as a correction, clarification, editor's note or retraction, not just silently applied?
• Does the label carry a date and, where relevant, a time?
• Does the note say what was wrong, not just that something changed?
• Is the original story still reachable in some form?
• Did the correction reach the same platform where the error appeared?
• If the error came from a wire story, did the client outlet run the correction too?
• Is there a public corrections page where the fix can be found later?

Where BLS errata fits as a model for data corrections

Government statistical agencies face a harder version of the same problem. When the Bureau of Labor Statistics revises a jobs number, the original release is already public and already quoted. The agency cannot quietly swap the figure.

Instead, the BLS publishes errata. The BLS errata page lists corrections to published data, with the affected series, the nature of the error and the corrected values. The original release stays in the archive.

The BLS also explains in its frequently asked questions how it defines and labels corrections, which is the same labeling problem newsrooms face, handled with more formality. A revision is not an error; an errata entry is.

That distinction is worth borrowing. A newsroom that revises a developing story is doing what the BLS does with a scheduled revision. A newsroom that fixes a wrong figure is doing what the BLS does with an errata notice. Same desk, two different acts, two different labels.

The FTC side of this is about claims rather than data. The agency's advertising guidance for small business sets out how claims must be substantiated and how they must be corrected when they are not. News copy is not advertising, but the underlying expectation, that a published claim carries responsibility, is the same.

For readers, the practical lesson is that the strongest correction systems share three habits: they keep the original, they label the change, and they date it. The AP, the Times, NPR, Reuters and the BLS all do those three things in their own way.

Common questions

What is the difference between a correction and a clarification? A correction fixes a factual error. A clarification leaves the original fact intact but adds context because the wording could mislead. The AP, the Times, NPR and Reuters all draw that line, though their thresholds differ.

Do all four outlets use the same labels? No. The AP and Reuters lean on correction, clarification and retraction. The Times adds editor's notes for broader standards failures. NPR uses corrections and clarifications plus occasional editor's notes.

When is a changed story an update rather than a correction? When the substance of what a reader would take away has not changed. Developing stories are refreshed constantly and carry no error label. Once published information is found to be wrong, the label changes.

How long do newsrooms have to correct an error? None of the four publishes a fixed deadline. Their policies commit to prompt correction, and the practical standard is that the fix should reach the audience before the error spreads further.

Can a newsroom just delete a story instead of correcting it? It can, but that removes the evidence. The Times and NPR generally annotate archived stories, and the AP and Reuters push corrected versions while the original remains in client archives.

Why does the BLS matter to a newsroom's correction policy? Because the BLS separates a scheduled revision from an errata entry, and it keeps the original release public. That is the same discipline newsrooms need when they fix a number that has already been quoted.