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Message: [QUOTE="Bombastus, post: 91574, member: 2178"] A 2026 meta-analysis covering 182 studies found a small but reliable tendency for repeated statements to be judged more truthful. Familiarity can quietly change how a claim feels before anybody has produced better evidence for it. Celebrity gossip is almost built for repetition. A shaky claim appears on one account, gets copied into screenshots, turns up in reaction videos, then circles back through [B][URL='https://goldmidi.com/community/threads/what-are-the-weird-things-zim-celebrities-do-for-clout-on-sosho-media.4405/']celebrity gossip driven by online clout[/URL][/B] until the fifth encounter feels less like a rumor than something everybody somehow knows. Nothing about the evidence has improved. [HEADING=2]Repetition can change the feeling of a claim[/HEADING] Psychologists call this the illusory truth effect. Repeated information tends to feel easier to process than unfamiliar information, and that fluency can be mistaken for a sign that the claim is more credible. The effect shows up with true statements and false ones. One exposure can be enough to move the needle. Experiments on misinformation have found people rated repeated claims as more accurate than new claims and were also more willing to share them. Perceived accuracy helped explain the increase in sharing. Celebrity rumors get an extra push because repetition often arrives disguised as independent confirmation. Five accounts can look like five sources when all five copied the same original post. A screenshot of a screenshot makes the story feel socially established even when the evidence still traces back to one anonymous claim. Prior knowledge does not completely solve the problem either. Research reviews have found repetition can increase belief even when a statement looks implausible or conflicts with something the reader already knows. Familiarity does not erase knowledge, but it can tug judgment in the wrong direction. [HEADING=2]The effect has limits people often leave out[/HEADING] Repetition is not a mind-control switch. The 2026 meta-analysis found substantial variation across studies, with the size of the effect changing according to the material, the first exposure, available truth cues, and how information was presented. Some claims are much easier to move than others. A useful limit appeared in 2026 research on social and political opinions. Repeating evaluative opinion statements did not meaningfully increase how truthful participants judged them across two experiments and a small meta-analysis. Factual-sounding claims appear to be a safer place to expect the classic effect than statements that openly announce themselves as somebody's opinion. This matters for celebrity chatter. “I think she is desperate for attention” is plainly evaluative, while “she was dropped by three sponsors last week” presents itself as a checkable fact. Repeating the second kind of claim can create [B]false familiarity around factual claims[/B] even when nobody has shown a contract, statement, court record, or other evidence. More repetitions do not necessarily produce equal jumps in belief either. Research on the effect has found the earliest repetitions can do much of the work, with later exposures adding smaller changes. A rumor does not need to dominate your feed for months before familiarity begins influencing judgment. Spacing changes the effect as well. Experiments have found higher truth ratings when repeated statements were separated by intervening material rather than packed tightly together. The pattern is relevant to rumors that disappear for a while, then return through a fresh post, reaction clip, or screenshot. [HEADING=2]Accuracy checks work best before the rumor settles[/HEADING] One of the more useful findings is surprisingly ordinary. Asking people to focus on accuracy during their first exposure can reduce the later pull of repetition. Experiments with professional content moderators found an accuracy-focused mindset eliminated the repetition effect for false headlines in the tested conditions. Warnings can help too. A 2026 experiment found that telling people half the statements they would see were false reduced the illusory truth effect, particularly by lowering credibility for repeated statements. The warning changed how repetition was interpreted instead of trying to clean up the belief afterward. The timing is useful for everyday social media use. Checking who actually made a claim, whether several posts trace back to the same source, and whether the wording describes a fact or an opinion is more valuable before you have watched ten reaction clips about it. Early friction beats late certainty. Corrections still matter, but repeating a false allegation inside every correction creates its own problem. Readers may remember the familiar accusation more easily than the detailed rebuttal, especially after time passes. A clean correction should foreground the verified information rather than endlessly rehearse the rumor in increasingly memorable language. Familiarity is therefore evidence about exposure, not evidence about reality. When a celebrity claim suddenly feels obvious because you have seen it everywhere, the useful move is to count sources rather than posts. Ten reposts can still be one unsupported story. [/QUOTE]

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