Within Fact Checks
Why Debunking Needs a Replacement Story
Corrections are stronger when they do more than say what is false; they explain what really happened and why the myth seemed plausible.
On this page
- Why causal gaps keep myths alive
- What effective corrections include
- Examples of explanation based debunking
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Introduction
Fact-checking is often presented as a simple contest between truth and falsehood: identify the error, publish the correction, and the problem is solved. Research on misinformation suggests that reality is more complicated. People frequently continue to rely on a false claim even after accepting that it was inaccurate. One important reason is that myths often provide a coherent explanation of events, while many corrections merely remove that explanation without replacing it. When a correction creates a gap in understanding, people may drift back towards the original story because it still feels like the most complete account available. Effective debunking therefore does more than say what is wrong. It offers a credible replacement story that explains what really happened, why the mistaken claim arose, and how the evidence fits together. PubMed [Nature]nature.comNatureThe psychological drivers of misinformation belief and its…by UKH Ecker · 2022 · Cited by 1892 — In this Review, we describe the…
Why Causal Gaps Keep Myths Alive
Human beings naturally organise information into narratives. When people hear about an event, they build a mental model that links causes, actions and outcomes. A myth often succeeds not because every detail is persuasive, but because it provides a simple and coherent account of why something happened. [ResearchGate]researchgate.netResearch Gate(PDF) Misinformation and Its Correction ContinuedResearchGate(PDF) Misinformation and Its Correction Continued…December 1, 2012 — Debunking is a reactive strategy that addresses misin…
A correction that merely says “this is false” can leave that mental model partly intact. Researchers studying the “continued influence effect” have repeatedly found that misinformation can continue to shape reasoning even after it has been retracted. People may remember that a claim was corrected yet still use elements of it when explaining events or making judgments. [PMC]pmc.ncbi.nlm.nih.govPMCExploring factors that mitigate the continued influencePMCby IP Kan · 2021 · Cited by 27 — The term “continued influence effect” (CIE) refers to the phenomenon that discredited and obsolete in… [2digitalcommons.chapman.edu]digitalcommons.chapman.eduA Meta-Analytic Examination of the Continued Influence of…by N Walter · 2019 · Cited by 649 — A meta-analysis was conducted to examine…
One explanation is that the original misinformation filled an important explanatory role. If the correction removes that information without supplying an alternative, the person is left with an unresolved question. What caused the event? Why did people believe the claim? What actually happened instead? The mind tends to prefer a flawed explanation over no explanation at all. Research reviews have consistently found that corrections work better when they provide an alternative causal account that can replace the original misinformation in a person’s understanding of events. Cambridge University Press & Assessment [Skeptical Science]skepticalscience.comSkeptical ScienceThe Debunking Handbook 2020: Debunk often and properly26 Oct 2020 — Providing a factual alternative, that is an alternat…
This helps explain why myths can survive despite successful fact-checking. The factual error may be rejected, but the narrative structure that made the myth persuasive remains available and psychologically useful.
What Effective Corrections Include
A strong correction usually performs three tasks at once.
It clearly identifies the false claim. Readers need an unambiguous statement that the information is inaccurate.
It provides accurate evidence. The correction must show what the evidence actually demonstrates.
It replaces the explanation. Instead of leaving a vacuum, it offers a coherent account that answers the same questions the myth appeared to answer. [Skeptical Science]skepticalscience.comSkeptical ScienceThe Debunking Handbook 2020: Debunk often and properly26 Oct 2020 — Providing a factual alternative, that is an alternat… [Center for Climate Change Communication]climatechangecommunication.orgDebunking HandbookProvide a factual alternative that fills a causal “gap”, explaining what happened if the misinformation is corrected. R…
The replacement explanation does not need to be elaborate. In fact, excessive complexity can reduce effectiveness. Research summarised in the Debunking Handbook argues that alternative explanations work best when they are straightforward, relevant and capable of filling the causal role occupied by the misinformation. [Skeptical Science]skepticalscience.comSkeptical ScienceThe Debunking Handbook 2020: Debunk often and properly26 Oct 2020 — Providing a factual alternative, that is an alternat…
Another useful element is explaining how the false claim emerged. Studies examining corrections have found that people respond better when they understand the source of the error, whether it resulted from a misunderstanding, a misinterpretation of data, a misleading image, or deliberate manipulation. Knowing why the claim appeared can help people integrate the correction into their broader understanding rather than treating it as an isolated contradiction. [City Research Online]openaccess.city.ac.ukMisinformation often has a continuing influence on event-related reasoning even when it is clearly and credibly corrected;.Read more…
In practical terms, a correction is often stronger when it answers three questions:
- What claim is wrong?
- What is true instead?
- Why did people encounter the mistaken version in the first place?
When all three questions are addressed, the correction becomes a substitute narrative rather than a simple denial.
Examples of Explanation-Based Debunking
From Removal to Replacement
A classic example from misinformation research involves event reports that initially attribute a disaster to a particular cause and later retract that information. Participants who are merely told that the original cause was incorrect often continue to rely on it when explaining the event. However, when researchers provide an alternative explanation, reliance on the misinformation decreases substantially. The replacement account gives people another way to make sense of what happened. [Cambridge University Press & Assessment]cambridge.orgCambridge University Press & AssessmentMisinformation and Its Correction (Chapter 8)24 Aug 2020 — Numerous studies find that corrections… [ScienceDirect]sciencedirect.comScienceDirectProviding an alternative explanation improves…by S Guo · 2025 · Cited by 5 — Empirical findings have consistently shown t…
The lesson extends beyond laboratory experiments. Consider a viral claim that a photograph proves election fraud, public disorder or scientific misconduct. A weak correction might state that the claim is false. A stronger correction explains that the image came from a different location, date or event, describes how the misidentification occurred, and shows the genuine context. The reader receives not only a rejection of the myth but also a complete explanation of the evidence.
Health and Science Communication
Science-related myths often flourish because they offer simple causes for complex problems. Effective corrections therefore need to provide an equally understandable account of the actual mechanisms involved. Meta-analytic research on science misinformation shows that corrections can be effective, but success depends partly on whether people are given information that supports meaningful belief revision rather than a bare contradiction. [PMC]pmc.ncbi.nlm.nih.govPMCExploring factors that mitigate the continued influencePMCby IP Kan · 2021 · Cited by 27 — The term “continued influence effect” (CIE) refers to the phenomenon that discredited and obsolete in…
For example, correcting a false health claim is more persuasive when communicators explain the real causes of symptoms, risks or outcomes instead of merely stating that the viral claim is inaccurate. The correction competes with the myth at the level of explanation rather than only at the level of fact.
Explaining the Error Itself
Another increasingly common approach is to explain the mechanics of misinformation. Rather than only presenting correct facts, communicators describe how a misleading statistic was created, how an image was altered, or how a rumour spread through social media. Research exploring explanation-based corrections suggests that understanding the origins of misinformation can improve people’s ability to incorporate the correction into their reasoning. [City Research Online]openaccess.city.ac.ukMisinformation often has a continuing influence on event-related reasoning even when it is clearly and credibly corrected;.Read more…
Why This Matters for Myth Reduction
The need for a replacement story highlights a broader limitation of fact-checking. Myths are rarely just collections of incorrect facts. They are explanations that help people interpret uncertain events, assign blame, identify causes or reinforce existing beliefs. Because they function as narratives, they often survive purely factual rebuttals. [Nature]nature.comNatureThe psychological drivers of misinformation belief and its…by UKH Ecker · 2022 · Cited by 1892 — In this Review, we describe the…
Research on the continued influence effect repeatedly shows that removing misinformation is harder than introducing it. However, evidence also indicates that corrections become more effective when they provide an alternative explanation capable of filling the gap left behind. The goal is not merely to negate a myth but to replace it with a more accurate and equally coherent understanding of events. [ScienceDirect]sciencedirect.comScienceDirectProviding an alternative explanation improves…by S Guo · 2025 · Cited by 5 — Empirical findings have consistently shown t… [Sage Journals]journals.sagepub.comSage JournalsDo the protective effects last? The…9 Apr 2025 — The continued influence effect (CIE) refers to continued reliance on mis…
For policymakers, journalists, educators and fact-checkers, this shifts the implementation challenge. The most successful interventions are often not those that say only “that claim is false”, but those that explain what really happened in a way that people can remember, understand and use when making sense of the world. [Skeptical Science]skepticalscience.comSkeptical ScienceThe Debunking Handbook 2020: Debunk often and properly26 Oct 2020 — Providing a factual alternative, that is an alternat… [Center for Climate Change Communication]climatechangecommunication.orgDebunking HandbookProvide a factual alternative that fills a causal “gap”, explaining what happened if the misinformation is corrected. R…
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Further Reading
Books and field guides related to Why Debunking Needs a Replacement Story. Use these as the next step if you want deeper reading beyond the article.
The Knowledge Illusion
First published 2017. Subjects: Cognitive psychology, Knowledge, theory of, Knowledge, sociology of, Thought and thinking, Intellect.
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Endnotes
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Source: nature.com
Link: https://www.nature.com/articles/s44159-021-00006-ySource snippet
NatureThe psychological drivers of misinformation belief and its...by UKH Ecker · 2022 · Cited by 1892 — In this Review, we describe the...
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Source: cambridge.org
Link: https://www.cambridge.org/core/books/social-media-and-democracy/misinformation-and-its-correction/61FA7FD743784A723BA234533012E810Source snippet
Cambridge University Press & AssessmentMisinformation and Its Correction (Chapter 8)24 Aug 2020 — Numerous studies find that corrections...
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Source: researchgate.net
Title: Research Gate(PDF) Misinformation and Its Correction Continued
Link: https://www.researchgate.net/publication/258180567_Misinformation_and_Its_Correction_Continued_Influence_and_Successful_DebiasingSource snippet
ResearchGate(PDF) Misinformation and Its Correction Continued...December 1, 2012 — Debunking is a reactive strategy that addresses misin...
Published: December 1, 2012
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Source: pmc.ncbi.nlm.nih.gov
Title: PMCExploring factors that mitigate the continued influence
Link: https://pmc.ncbi.nlm.nih.gov/articles/PMC8627545/Source snippet
PMCby IP Kan · 2021 · Cited by 27 — The term “continued influence effect” (CIE) refers to the phenomenon that discredited and obsolete in...
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Source: digitalcommons.chapman.edu
Link: https://digitalcommons.chapman.edu/cgi/viewcontent.cgi?article=1061&context=comm_articlesSource snippet
A Meta-Analytic Examination of the Continued Influence of...by N Walter · 2019 · Cited by 649 — A meta-analysis was conducted to examine...
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Source: sciencedirect.com
Link: https://www.sciencedirect.com/science/article/abs/pii/S0278262625000302Source snippet
ScienceDirectProviding an alternative explanation improves...by S Guo · 2025 · Cited by 5 — Empirical findings have consistently shown t...
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Source: sciencedirect.com
Link: https://www.sciencedirect.com/science/article/pii/S0001691823002706Source snippet
ScienceDirectA replication study of Johnson and Seifert's (1994)...by V Laurent · 2023 · Cited by 5 — The term “Continued Influence Effe...
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Source: sciencedirect.com
Link: https://www.sciencedirect.com/science/article/abs/pii/S0010027720302729Source snippet
The rational continued influence of misinformationby SAC Desai · 2020 · Cited by 71 — Studies on the 'Continued Influence Effect' (CIE) s...
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Source: sciencedirect.com
Link: https://www.sciencedirect.com/science/article/abs/pii/S2211368116301838Source snippet
Reminders and [Repetition]({{ 'repetition/' | relative_url }}) of Misinformationby UKH Ecker · 2017 · Cited by 397 — People frequently rely on information even after it has be...
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Source: researchgate.net
Link: [https://www.researchgate.net/publication/391015007To_be_continued_misinformation%27s_bizarre_adventure_beyond_memory_failures-_exploring_non-memorySource snippet
(PDF) To be continued: misinformation's bizarre adventure...18 Nov 2025 — The Continued Influence Effect (CIE) refers to the persistent...
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Source: skepticalscience.com
Link: https://skepticalscience.com/print.php?n=4891Source snippet
Skeptical ScienceThe Debunking Handbook 2020: Debunk often and properly26 Oct 2020 — Providing a factual alternative, that is an alternat...
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Source: climatechangecommunication.org
Link: https://www.climatechangecommunication.org/wp-content/uploads/2023/09/DebunkingHandbook2020.pdfSource snippet
Debunking HandbookProvide a factual alternative that fills a causal “gap”, explaining what happened if the misinformation is corrected. R...
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Source: digitalcommons.unl.edu
Link: https://digitalcommons.unl.edu/context/scholcom/article/1247/viewcontent/DebunkingHandbook2020.pdfSource snippet
However, misinformation often continues to influence people's thinking even after they receive...Read more...
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Source: openaccess.city.ac.uk
Link: https://openaccess.city.ac.uk/28822/1/ConnorDesai%26Reimers2022.pdfSource snippet
Misinformation often has a continuing influence on event-related reasoning even when it is clearly and credibly corrected;.Read more...
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Source: journals.sagepub.com
Link: https://journals.sagepub.com/doi/10.1177/17470218251336232Source snippet
Sage JournalsDo the protective effects last? The...9 Apr 2025 — The continued influence effect (CIE) refers to continued reliance on mis...
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Source: etd.ohiolink.edu
Link: https://etd.ohiolink.edu/acprod/odb_etd/ws/send_file/send?accession=osu1638809124303347&disposition=inlineSource snippet
ohiolink.edu1 Mechanisms in Continued Influence of Misinformationby VL Westbrook · 2022 · Cited by 1 — Research on the CIE has shown that...
Additional References
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Source: scispace.com
Link: https://scispace.com/pdf/the-continued-influence-of-misinformation-in-memory-what-4tijzg1jh2.pdfSource snippet
The continued influence of misinformation in memoryIn the next sections, we consider several alternative explanations for the continued i...
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Source: research-information.bris.ac.uk
Link: https://research-information.bris.ac.uk/files/298563464/Ecker_v4_TSshorten_UE_clean.pdfSource snippet
bris.ac.ukEcker, UKH, Lewandowsky, S., Cook, J., Schmid, P., Fazio...Because a simple retraction will create a gap in a person's mental...
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Source: pmc.ncbi.nlm.nih.gov
Title: PMCA meta-analysis of correction effects in science-relevant
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PMCby MS Chan · 2023 · Cited by 151 — However, corrections were more successful when the initial science-relevant belief concerned negati...
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Source: emc-lab.org
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(2010). Explicit warnings reduce but do not eliminate the continued influence of misinformation. Memory &...Read more...
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Source: pubmed.ncbi.nlm.nih.gov
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PubMedMisinformation and Its Correction: Continued Influence and...by S Lewandowsky · 2012 · Cited by 4713 — Misinformation and Its Corr...
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Source: pmc.ncbi.nlm.nih.gov
Title: Theoretical accounts of the CIE
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function and the continued influence of misinformationby P McIlhiney · 2023 · Cited by 13 — Misinformation can continue to influence reas...
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Source: pubmed.ncbi.nlm.nih.gov
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impact of misinformation corrections on source...by V Westbrook · 2023 · Cited by 26 — Research on the continued influence effect (CIE)...
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Source: cliffsnotes.com
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Continued-Influence Effect of Misinformation (docx)27 July 2024 — We conceptualize the knowledge revision process as incremental, conserv...
Published: July 2024
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Source: crankyuncle.com
Title: how to debunk misinformation
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10 Sept 2020 — An effective rebuttal requires three elements: fact, myth, fallacy. I'm going to explain how to tie these together into a...
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Source: tandfonline.com
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Why rebuttals may not work: the psychology of misinformationby UKH Ecker · 2017 · Cited by 55 — My research looks at ways in which misinf...
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