In an imagined scene that could unfold on any evening, a man opens his phone and sees a report that a place he knows has closed. He does not linger over it; the picture has no date, and the wording is bigger than the details. An hour later, a friend sends him the same picture, and then he hears its substance in a passing conversation. When someone asks him about the place, he answers confidently: it seems they have closed it. He cannot remember reading an announcement and does not know who took the picture, but he remembers encountering the report many times. What changed between the first encounter and the last was not the evidence; it was his feeling about the statement.
This small moment deserves attention because it requires neither exceptional gullibility nor bad intentions. The man wants to help the person asking, and his friend may have forwarded the report for the same reason. Yet a single report can take on the appearance of several testimonies as it circulates between phones. Its original source may disappear, while its familiarity remains vivid in memory. “I saw it in more than one place” then becomes an answer to a question entirely different from “How did you know it was true?”
Before reading on, let us pause over four questions:
- Has my confidence in this report increased because its evidence improved, or because I have become familiar with its wording?
- Are the sources reporting it independent, or are they republishing one original?
- When does my prior knowledge help me, and when do I fail to bring it to mind in making a judgment?
- How can I verify information without living in constant doubt or accusing everyone who sends me a report?
1. When we confuse ease of recognition with strength of evidence
Researchers call the increase in a statement’s perceived truth through repeated exposure the “illusory truth effect.” The name does not mean that truth itself changes, but that a person’s judgment of it may change. One proposed explanation is processing fluency: a familiar statement becomes easier to process, and that ease may be used as a cue to its truth. This describes a possibility in judgment, not a law saying that every repetition deceives every reader, nor a single explanation for every mistaken belief. Fazio’s 2020 study.
A simple example brings the distinction closer. A street name may sound strange the first time you hear it, then seem ordinary after two visits. Its familiarity now tells you something about your experience of it; its existence and location require something else. The same applies to a news statement: recognizing its form does not, by itself, tell you how its information was gathered. Separating these two levels keeps us from turning a personal feeling, valid in its proper place, into testimony about an external event.
There is no reason to despise familiarity in itself. We need it to learn a language, read faces, and use tools without starting from scratch every morning. The editorial problem begins when familiarity is asked to perform a task that is not its own. A headline recurring in memory establishes that we have encountered it; establishing the report requires examining what it says about the world. Resisting misinformation therefore means not abolishing memory, but returning the question to its proper subject.
“You are merely an impression, and not necessarily what you appear to be.”
Epictetus is speaking in a philosophical context about examining impressions and distinguishing what lies within our power, not about experiments on digital news. We borrow the pause for examination here without attributing a modern psychological discovery to him. A philosophical saying helps us formulate a stance toward our experience, while scientific testing asks what happens under conditions that can be described and compared. Bringing the two together is useful so long as reflection is not turned into an experimental finding, or one experiment into a whole philosophy of life.
Suppose the statement says that an institution has announced a change. The productive question is not whether its wording feels familiar, but where the announcement is, when it was issued, and whom it applies to. We may find a genuine announcement whose circulating image has omitted an essential condition. The problem then was not inventing the entire event, but turning its true part into a broader meaning. Examining details also protects against this kind of confusion, without needing to describe every mistake as an organized campaign.
2. What do the experiments say—and what do they not say?
In research published in 2018, Gordon Pennycook, Tyrone Cannon, and David Rand used actual false news headlines in experiments on accuracy judgments. Prior exposure was associated with higher subsequent accuracy ratings, even though overall belief in the headlines remained low. The effect appeared within the session and after a week, and a warning that a report was disputed did not always prevent it. The researchers also observed a boundary involving highly implausible statements. These are findings about ratings in specific tasks, not measurements of what every participant did in life or proof that a report determined a political decision. Original text hosted by one of the authors.
The distinction between a higher rating and complete belief matters to the reader. If a statement comes to seem less implausible to someone, that change deserves investigation, but it is not the same as becoming certain of it. The distinction between belief and sharing also matters: a person may share a report to mock it or ask about it, and may believe a report without sharing it. We must not turn every digital interaction into a confident reading of someone’s mind.
In Fazio’s 2020 study, prior knowledge was measured before the repetition session, avoiding the problem of measuring it after the experimental manipulation. Truth ratings increased for repeated false statements, including statements that contradicted knowledge participants had previously demonstrated. Yet known falsehoods still received lower ratings than unknown ones. The precise meaning is that knowledge helped, but did not entirely prevent the repetition effect in this task—not that learning is worthless or deception erases knowledge. Original study.
“Repetition increased perceived truth for both known and unknown falsehoods.”
It would be a mistake to use this finding to silence someone who says they know the subject. Better to ask about that knowledge and ask ourselves the same question. Knowledge whose sources and limits can be explained is stronger in discussion than a general declaration of self-confidence. Equally, the name of a bias cannot replace discussion of the evidence: telling someone “You are being influenced by repetition” does not prove that their report is false. It may be repeated and true, or new and false.
The research also has limits that should remain visible. Judging a list of headlines in an experiment differs from following an issue for years, and a sample’s result does not describe every language, culture, and age. Nor does a study discussed here constitute a comprehensive review of all the evidence. We therefore use this research to identify a cognitive risk that can be examined, while leaving the extent of its presence in a particular Arabic-speaking setting as a question requiring suitable data. We offer no local percentages or judgments about audiences the sources did not study.
3. From one report to the appearance of consensus
Imagine five accounts displaying one image, followed by a sixth account announcing that “multiple sources confirm” it. The five sources might be independent witnesses, or they might all be repeating the first page. The difference is not superficial: in the second case, we have not obtained five verification processes, but five windows onto the same process. This is a logical distinction in reading sources, requiring no assumption that those passing the material along agreed to mislead anyone or knew it was wrong.
Tracing the chain of transmission restores the number to its real significance. We ask: does the report contain information its author gathered? Does it attribute that information to another party? Is there a document we can read? If the same sentence recurs with the same spelling mistake, that may be a reason to trace the original, but is not conclusive evidence of a single source. Some reports circulate in shared wording for legitimate reasons, and the truth of the event remains separate from similarity in phrasing.
There is also a difference between citing an expert and citing an appearance by that expert. A clip of a specialist making a brief statement may circulate while the full interview contains a qualification or condition. The reader’s responsibility is not immediately to accuse the clip of fabrication, but to return to what precedes and follows it when the subject matters. They may discover that the statement is entirely sound and that verification has increased their confidence on a clear basis. That is a successful outcome of verification, not a failure because no mistake was discovered.
The questions also differ with the material. For an image, we ask about place, date, and context; for a number, about its unit, period, and the denominator used to calculate the percentage; for a quotation, about the full text and its attribution. An opinion, however, is not a report requiring proof in the same way; its premises, values, and consequences can be discussed. Confusing these kinds of material leads us to demand documentary certainty from an opinion, or to let a factual report hide behind “This is my point of view.”
For a content creator, the problem sometimes starts with the good intention of ensuring that followers miss nothing. But the follower does not see the sender’s intention; they see material carrying the sender’s confidence, voice, and design. I therefore propose an editorial rule: do not let an attractive card make up for a missing source. Display the reference and date clearly, and distinguish what has been established from what remains a question. This is a practical recommendation from the article, not a finding from an experiment measuring the effects of font size or link placement.
Sometimes the most honest sentence is very short: “I have not verified this, so I will not share it again now.” It does not mean the report is false, and does not prevent returning to it after verification. It separates present knowledge from present action: I may not know the whole truth, but I know that the evidence available to me is insufficient to present the report to a wide audience. Suspending judgment is a positive practice, not simply an empty space between belief and disbelief.
4. In the light of the Quran and Islamic wisdom
The Quran places responsibility for knowledge alongside responsibility for speech and action. The aim is not to turn the Quranic text into a report about a psychological experiment, or to claim that the modern bias’s name is the interpretation of the verse. The ethical level asks what we should do when we do not know, while the experimental level studies some causes of our mistakes. The two can converse without dissolving into each other or being used to establish what neither has said.
TRANSLATION OF THE MEANING · COMPLETE VERSE 17:36Do not follow[1] that of which you have no knowledge. Indeed, the hearing, the sight, and the heart, all of them will be called to account.Translation notes: [1] i.e., do not say or assume.Rowwad Translation Center · QuranEnc · v1.0.20
The verse draws attention to a responsibility extending beyond the accuracy of a statement taken alone: its continuation holds hearing, sight, and the heart accountable. The practical reading proposed here is that asking for a source is not a cold technical procedure; it is part of respecting what we attribute to people and invite others to believe. We need not know everything, but should not present the gaps in our knowledge as complete testimony.
TRANSLATION OF THE MEANING · COMPLETE VERSE 49:6O you who believe, if an evildoer brings you some news, verify it, lest you harm a people unknowingly, then you become regretful for what you did[1].Translation notes: [1] The Prophet (ﷺ) sent Al-Walīd ibn ‘Uqbah ibn Abi Mu‘ait to collect zakah (alms-tax) from the tribe of Bani Al-Mustaliq. They went out to receive Al-Walīd but he thought that they wanted to harm him. So, he quickly came back to the Prophet (ﷺ) with the bad news, so he wanted to punish them. After a while, a delegation from Bani Al-Mustaliq came to clear the misunderstanding.Rowwad Translation Center · QuranEnc · v1.0.20
The continuation of the verse connects verification with avoiding harm to people through ignorance and subsequent regret. Al-Saadi explains the need to examine the report and its indications before acting on it in the situation the verse addresses. This reference does not entitle us to call every sender who makes a mistake a wrongdoer, nor justify insulting someone who asks for clarification. Applying verification to digital publishing is an ethical effort informed by this principle, while keeping the text’s wording, context, and exegetical meanings distinct. Al-Saadi’s tafsir.
Surat An-Nur contains an even more sensitive warning in the context of the slander, where speech concerns not a passing piece of information but people’s honour and the harm caused by circulating words without knowledge. This context prevents us from flattening the verses into mere advice for improving media performance. They remind us that behind the words is a person who may bear consequences that the casual sender does not.
TRANSLATION OF THE MEANING · COMPLETE VERSE 24:15when you were passing it from one tongue[1] to the other, and saying with your mouths what you had no knowledge of, and were taking it lightly, whereas with Allah it was a grave offense.Translation notes: [1] Rather than your ears, i.e., not thinking about what you hear but hastening to pass it on to others without verifying it.Rowwad Translation Center · QuranEnc · v1.0.20
TRANSLATION OF THE MEANING · COMPLETE VERSE 24:16If only you had said when you heard it, “How can we speak about such a thing! Glory be to You [O Allah]! This is a monstrous slander!”Rowwad Translation Center · QuranEnc · v1.0.20
Between receiving and publishing there is room for choice. Something may reach us without our asking, but redistributing it is a new action. Here lies a practical meaning of wisdom: not treating haste as an absolute virtue, and not hiding behind the fact that everyone has been talking. This is a call to guard speech and dignity, not to conceal complaints or prevent those harmed from reaching the appropriate authorities. Verification does not cancel listening, and refraining from public defamation does not cancel the pursuit of justice.
5. A serious objection: is repeated reporting not sometimes a reliable sign?
Yes. Independent reports may agree because they describe an event that happened, and a piece of information may recur in education because it is true and important. Treating every familiar statement as suspicious would merely exchange one mistaken shortcut for another. The issue is not rejecting repetition, but refusing to give it evidential weight it does not deserve on its own. There is a distance between “Repetition is not enough” and “Repetition indicates falsehood,” and that distance must not disappear from this article itself.
The evidence also has contextual limits. Research published in 2025 in Cognitive Research: Principles and Implications studied repetition under different levels of exposure to advertising material. The researchers found that the effect persisted under the study’s conditions, and was absent when processing focused on accuracy. This does not establish that extensive advertising exposure affects people in no way; it tests a specific question about truth judgments and repetition. Original text.
A reader may object that there is not enough time to check everything. That is a realistic objection, and the answer is not to assign them the job of an entire newsroom. Effort can be distributed according to the consequences of error: an entertaining detail is not equivalent to an accusation against a person or news that changes an important decision. The wider our audience or the greater the material’s consequences, the more care the decision deserves. This is a proposed editorial principle, not an experimental formula measuring necessary verification in minutes.
Nor is trusting experts and institutions a flaw to be eliminated. No individual can repeat every experiment or attend every event. What is needed is trust that can be explained and revised: knowing a source’s field of expertise, seeing its evidence when available, and noticing how it corrects mistakes. Between blind trust and universal doubt lies a possible intellectual life, based on distributing responsibility for knowledge while retaining the right to ask questions.
Fairness also means applying the same standard to reports we like. A report consistent with our position may be true, but that consistency is not proof. A report that troubles us does not become false because we reject its implications. When we demand the original image from an opponent but accept a similar image from a friend, verification has become a debating tool. The alternative is to define the question before knowing who will benefit from its answer.
6. From understanding the effect to a habit before sharing
In 2020, Dustin Calvillo and Thomas Smelter tested directing attention to the truth of headlines from the first exposure, compared with attending to how interesting they were. Across two experiments involving 575 participants in total, prior exposure increased perceived accuracy among those who rated interest, while the same pattern did not appear among those who first rated truth. The finding supports the importance of asking about accuracy under those conditions, but does not make one question a guarantee against all mistakes. Study.
“The illusion that a familiar headline is a truthful one.”
With this in mind, I suggest an editorial practice with four pauses, not a protocol whose effectiveness has been demonstrated as a single package. The first is to identify the claim in a neutral sentence. Temporarily remove words such as “shocking,” “finally,” and “you won’t believe,” then ask: what event does this material want me to accept? You may discover that the post offers no clear report at all, but accumulates insinuations that are difficult to verify because their authors have not specified what they claim.
The second pause is to return to the closest source. If a post says “A study showed,” look for its name and original text or abstract, then compare its question with what the post says. Did it study association or causation? Did it discuss a particular sample or all human beings? This does not require becoming a researcher in every field. Sometimes it is enough to recognize that a headline goes beyond what you can understand or verify, and to consult a specialist or postpone sharing.
The third pause separates time and context. Ask when the report was published, whether it concerns the place being discussed by the group, and whether circumstances have changed since that date. An old image may be entirely authentic and still fail to establish today’s event. A text that is accurate in one country does not necessarily describe another. Rather than judging the sender quickly, you can send a clear question: “Do you have the source and date? I want to make sure it applies to this place.”
The fourth pause is to choose an action that matches your knowledge. If you have verified the report, share it with its source and wording that does not exceed the evidence. If you have not, keep it for investigation or leave it. If it proves wrong after you have published it, correct it clearly, as far as possible in the place where it reached your audience, and explain what changed without repackaging the rumour as an attractive headline. This is a proposed editorial responsibility; we do not claim that correction automatically erases every earlier effect.
Within a family or group of friends, verification can be made less embarrassing by separating respect for the sender from evaluation of the material. Say: “I know you sent this out of concern, but I cannot see the reference here.” There is no need to describe the sender as a victim of propaganda or compete over who knows more. If you find the correct original together, the conversation can become cooperation in understanding rather than a trial of intentions. The example is a suggested way of speaking, not a psychological treatment or a promise of a guaranteed outcome.
At work, having a clear place for sources and corrections is better than relying on the memory of the most prominent person. A team can attach a date, link, and designated reviewer to each item, and distinguish a draft from an approved version. The aim is not to complicate every message, but to make it possible to return to the original when necessary. These remain organizational tools that can be adapted to the team’s size and the nature of the information it publishes.
To make the habit tangible, try a written exercise with one report that matters to you, rather than everything that passes before you. Open a page with three columns: what the report says, what evidence I have seen myself, and what remains unknown. If you write “Three people sent it” in the evidence column, do not erase it; move it to the description of how the report reached you. Then look for something that actually supports the event. The exercise is intended to reveal the gap between circulation and evidence, not to certify your immunity to error.
The page may end with conflicting evidence. If so, do not choose whichever fits your wishes most quickly, or combine the sources as though they carried equal weight. Consider each source’s proximity to the event, whether its material can be examined, how current its information is, and whether it explains its limits. If the conflict remains, describe it as it is: “There is a report saying this, and I have not yet found anything that settles the other point.” Such wording is more useful than manufactured certainty because it tells the reader where your knowledge ends and the question begins.
It is also useful to review the decision to publish after the moment has settled. Ask yourself: if the report had reached me through someone I disagree with, would I have requested another reference? If the shares and likes were removed, would I still have the same reasons for believing it? The answer alone does not determine the truth; it reveals what you were using to justify your confidence. It can be the beginning of a better investigation, not its end or a psychological test of your personality.
Finally, do not treat success in exposing a false report as permission to mock those who believed it. You may have been more attentive this time, and next time you may need someone to guide you back to the original. A culture that allows correction without humiliation gives people an opportunity to acknowledge limitations. This is an ethical choice defended by the article, not a causal conclusion from the experiments mentioned. Intellectual honesty includes how we address people, as well as what we attribute to events and sources.
Conclusion
A repeated report does not become truer in the world merely through repetition, but it may become more familiar to us, allowing familiarity to be confused with evidence. The studies show that prior knowledge does not always prevent this effect, although it remains useful, and that the way we attend to material from the outset can change the result under certain conditions. The human lesson is not to declare ourselves incapable of knowing, but to leave room for a question between what we see, what we decide, and what we pass on to others.
We return to the man at the beginning of the article. He may find an announcement confirming the closure, or discover that the image is old or concerns a different branch. Either way, he will have moved from “I heard this many times” to an answer he can explain. That small transition is what we need: confidence based on what we know, humility that leaves what we do not know open, and care for those who may be affected by a word we send in seconds.
Questions for reflection
- What was the last report you trusted without remembering its original source?
- Do you distinguish between many people passing something on and multiple independent pieces of evidence?
- How can you ask a friend to verify something without turning the question into an accusation?
- What standard would lead you to correct a report you previously published with confidence?
Concept guide
Illusory truth effect: An increase in a statement’s perceived truth due to prior exposure; it concerns human judgment, not a change in the truth of the event.
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Processing fluency: The ease of processing information; one proposed explanation of how repetition affects judgment.
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Familiarity: The feeling that we have encountered material before; it is not the same as remembering its source or verifying it.
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Source independence: Sources having separate paths of verification rather than all relying on one original.
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Verification of reports: Examining a report and its supporting indications before basing a judgment or action on it, while considering its context and consequences.
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Suspension of judgment: Temporarily refraining from certainty when evidence is insufficient, without equating this with declaring something false.
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References and related readings
The scientific references used are the original texts linked within the sections: Pennycook, Cannon, and Rand (2018), Fazio (2020), Calvillo and Smelter (2020), and The illusory-truth effect and its absence under accuracy-focused processing are robust across contexts of low and high advertising exposure (2025). Quranic texts are documented by surah and verse numbers, and Al-Saadi’s tafsir is kept separate from contemporary application. The philosophical quotation comes from section 1 of Epictetus’s The Enchiridion, through the Arabic rendering of the meaning of Carter’s translation.
Three related readings, with external material identified:
- Why Do We Remember Harm More Than Kindness? — A published ALALBAB article about a different aspect of our judgments and memory.
- Repetition Increases Perceived Truth Even for Known Falsehoods — An external research article in English, 2020.
- An initial accuracy focus reduces the effect of prior exposure on perceived accuracy of news headlines — An external research article in English, 2020.
- Fazio (2020) — Repetition Increases Perceived Truth Even for Known Falsehoods
- Epictetus — The Enchiridion, section 1 (Carter translation)
- Pennycook, Cannon & Rand (2018) — Prior Exposure Increases Perceived Accuracy of Fake News
- The Quran — Al-Isra 36
- The Quran — Al-Hujurat 6
- Al-Saadi’s tafsir — Al-Hujurat 6
- The Quran — An-Nur 15
- The Quran — An-Nur 16
- Bell et al. (2025) — Illusory truth across advertising contexts
- Calvillo & Smelter (2020) — Initial accuracy focus
- ALALBAB — Why Do We Remember Harm More Than Kindness?


