Within Mental Models
Why False Causes Stick After Correction
A retracted detail can keep guiding judgment when it still fills the missing cause in a person's story of what happened.
On this page
- How a false cause enters an event model
- Why 'not true' leaves an explanatory gap
- Better replacements that repair the story
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Introduction
A common misconception about myths and misinformation is that people continue believing a false cause simply because they did not hear the correction. Research shows something more interesting: people often remember that a claim was retracted and still rely on it when explaining what happened. The reason is that the false cause has already become part of a mental model of the event. Once it fills the role of explaining why something happened, who was responsible, what risks exist, or what should happen next, removing it can leave a gap in the story. The correction may change the status of the claim, but it does not automatically repair the explanation. This mechanism is a central part of what researchers call the continued influence effect, in which retracted information continues to shape later reasoning despite correction. [Wiley Online Library]onlinelibrary.wiley.comWiley Online LibraryThe continued influence effect: Examining how age…31 Mar 2022 — Research suggests exposure to misinformation conti… [Sage Journals]journals.sagepub.comSage JournalsA Meta-Analytic Examination of the Continued Influence…22 June 2019 — A meta-analysis was conducted to examine the extent…
How a false cause enters an event model
People rarely store information as isolated facts. When following a news report, workplace incident, public controversy, or scientific claim, they build a causal account of events. New details are woven into a story that answers questions such as “What started this?”, “Why did it escalate?”, and “Who or what is responsible?”
A false causal detail can become especially influential because it performs useful explanatory work. If an early report says a warehouse fire spread because flammable materials were stored in a particular room, that detail does more than add information. It links cause and effect. It explains the scale of the damage, suggests responsibility, and helps predict what investigators might discover. Once integrated into an event model, it becomes a structural component of understanding rather than a standalone fact. PLOS [Skeptical Science]skepticalscience.comDebunking Handbook 2011Skeptical Science(2011), The Debunking Handbookby S Lewandowsky — Sources of the continued influence effect: When discredited information…
Research on the continued influence effect repeatedly finds that misinformation about causes is particularly persistent. Participants often continue drawing conclusions from retracted explanations even when they correctly recall that the explanation was withdrawn. The problem is not necessarily memory failure. The false cause remains connected to a broader network of inferences. [ScienceDirect]sciencedirect.comScienceDirect He did it!She did it! No, she did not! Multiple causal…by UKH Ecker · 2015 · Cited by 160 — Two types of misinformation effects are discussed in… [PMC]pmc.ncbi.nlm.nih.govPMCThe role of discomfort in the continued influence effectPMCby MW Susmann · 2021 · Cited by 90 — Research examining the continued influence effect (CIE) of misinformation has reliably found that…
This is why myths frequently feel coherent. A myth that supplies a cause is doing more than making a factual claim. It is organising a narrative.
Why “not true” leaves an explanatory gap
A correction that only says a claim is false creates a difficult cognitive situation. The original explanation is removed, but the questions it answered remain.
If people are told that a suspected cause was not actually responsible, they still need an account of why the event occurred. Without a replacement, the discarded explanation often remains the only available candidate. As a result, people may continue using it when making judgments, predictions, or assigning blame. [ANECDOTAL]anecdotal.appANECDOTALContinued influence effect | ANECDOTAL… explanation available, and the mind continues to draw on it. When the correction repla… [HKU -]psychology.hku.hkHKU - Department of PsychologyHow does an alternative explanation reduce the continued…by S Guo — In combatting misinformation's conti… Department of Psychology
Researchers frequently describe this as a problem of mental-model updating. The mind prefers a complete, causally connected representation of events. A correction can invalidate one element of that representation, but unless the model is rebuilt, the original causal link may continue to guide reasoning. Studies have shown that people can explicitly acknowledge a retraction while still making inferences consistent with the discredited information. [ScienceDirect]sciencedirect.comScienceDirect He did it!She did it! No, she did not! Multiple causal…by UKH Ecker · 2015 · Cited by 160 — Two types of misinformation effects are discussed in… [PLOS]journals.plos.orgPLOSExamining the role of information integration in the continued…by JA Sanderson · 2022 · Cited by 10 — Misinformation regarding the…
The effect is especially noticeable when the false information answered a key question:
- Why did the event happen?
- Why was the outcome severe?
- Who was responsible?
- What danger remains?
- What should happen next?
A simple negation addresses the factual status of the claim but not the explanatory need behind it. The gap remains, and the old cause continues to exert influence. [Skeptical Science]skepticalscience.comDebunking Handbook 2011Skeptical Science(2011), The Debunking Handbookby S Lewandowsky — Sources of the continued influence effect: When discredited information… [Center for Climate Change Communication]climatechangecommunication.orgDebunking HandbookSources of the continued influence effect: When misinformation in memory affects later inferences. Journal of Experimen…
Why people can use a retracted cause while knowing it was retracted
One of the most counterintuitive findings in misinformation research is that continued reliance on a false cause does not necessarily mean someone forgot the correction.
Experiments have repeatedly found that participants can remember a correction and still draw conclusions that depend on the original misinformation. This suggests that persistence is not simply a failure of memory retrieval. Instead, people may struggle to replace an established explanation with a new one, particularly when the original explanation was deeply integrated into their understanding of events. [ScienceDirect]sciencedirect.comScienceDirect He did it!She did it! No, she did not! Multiple causal…by UKH Ecker · 2015 · Cited by 160 — Two types of misinformation effects are discussed in… [PLOS]journals.plos.orgincreases belief in climate-skeptical claims, even…by Y Jiang · 2024 · Cited by 19 — Research with general knowledge claims shows that…
Some researchers emphasise cognitive updating difficulties. Others point to motivational factors. Retractions can create psychological discomfort because they undermine a coherent understanding of what happened. Studies have found that this discomfort predicts continued reliance on misinformation, suggesting that people may be motivated to preserve explanatory coherence even when they recognise a contradiction. [PMC]pmc.ncbi.nlm.nih.govPMCThe role of discomfort in the continued influence effectPMCby MW Susmann · 2021 · Cited by 90 — Research examining the continued influence effect (CIE) of misinformation has reliably found that…
In practical terms, a person may hold two ideas simultaneously:
- “I know that explanation was withdrawn.”
- “It still seems like the best account of what happened.”
The correction changes belief at one level, but the underlying event model remains partly intact.
Better replacements that repair the story
Research consistently finds that corrections work better when they provide an alternative explanation rather than merely rejecting the original one. The replacement does not have to be elaborate, but it must fill the causal role previously occupied by the false information. [HKU]psychology.hku.hkHKU - Department of PsychologyHow does an alternative explanation reduce the continued…by S Guo — In combatting misinformation's conti… - Department of Psychology [Sage Journals]journals.sagepub.comSage JournalsA Meta-Analytic Examination of the Continued Influence…22 June 2019 — A meta-analysis was conducted to examine the extent…
Consider the difference between two corrections:
- “The fire was not caused by improperly stored chemicals.”
- “The fire was not caused by improperly stored chemicals. Investigators found that an electrical fault in ageing wiring ignited nearby materials.”
The second correction gives the mind somewhere to relocate causal understanding. It repairs the narrative rather than merely deleting part of it. Research using classic misinformation paradigms has shown that alternative explanations substantially reduce continued reliance on retracted information. [HKU]psychology.hku.hkHKU - Department of PsychologyHow does an alternative explanation reduce the continued…by S Guo — In combatting misinformation's conti… - Department of Psychology [ANECDOTAL]anecdotal.appANECDOTALContinued influence effect | ANECDOTAL… explanation available, and the mind continues to draw on it. When the correction repla… Effective replacements often share three features:
- They answer the same question that the false cause answered.
- They fit the known facts without creating new contradictions.
- They support future reasoning, allowing people to explain consequences and make predictions.
When these conditions are met, corrections become more than fact-checks. They become model repairs.
What this reveals about durable myths
The persistence of retracted causes highlights a broader lesson about myths and misconceptions. Many myths survive because they function as explanations, not merely because they contain false facts.
A claim that explains an event, identifies a culprit, or makes a confusing situation understandable can become embedded in a person’s mental model. Once that happens, removing the claim requires more than demonstrating that it is wrong. The explanatory work it performed must also be replaced. Otherwise, the old cause may continue shaping judgments long after its factual status has been rejected. Sage Journals [nature]nature.comThe psychological drivers of misinformation belief and its…by UKH Ecker · 2022 · Cited by 1919 — In this Review, we describe the cogni… This is why retracted causes often linger in public debates, rumours, and everyday reasoning. The mind is not only searching for accuracy. It is also searching for a story that still makes sense. [PMC]pmc.ncbi.nlm.nih.govPMCThe role of discomfort in the continued influence effectPMCby MW Susmann · 2021 · Cited by 90 — Research examining the continued influence effect (CIE) of misinformation has reliably found that… [ANECDOTAL]anecdotal.appANECDOTALContinued influence effect | ANECDOTAL… explanation available, and the mind continues to draw on it. When the correction repla…
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Further Reading
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Thinking, Fast and Slow
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Mistakes Were Made (but Not by Me) Third Edition
Shows why people cling to explanations after contradictory evidence appears.
Mistakes Were Made (But Not by Me)
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Endnotes
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