Inoculating against the spread of Islamophobic and radical-Islamist disinformation
Open accessAbstract
We report the results of a preregistered study that tested the effectiveness of inoculating participants against Islamophobic and radical-Islamist disinformation. Participants in the experimental (inoculation) condition watched a video that explained common rhetorical markers of radical-Islamist and Islamophobic disinformation that had been identified in an analysis of YouTube content. The information was presented in a neutral context not involving Islam and focused on analysis of the misleading argumentation. The control group watched a video about an unrelated topic. Participants were then exposed to target videos with “gateway” content that constituted an entry point to potential Islamist or Islamophobic radicalization. Both videos contained numerous items of disinformation. Participants then answered a variety of questions such as how likely they were to share the video, their level of agreement, and their perceived accuracy of the video. Participants who had received the inoculation displayed less agreement with the video content, perceived the video as less reliable, and were less likely to share it in comparison with participants in the control group. The study provides support for the use of argument-based inoculation in combatting extremist messages.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Inoculation videos can be applied in a wide range of issue domains, including reducing susceptibility to radicalizing content.
“Inoculation videos can be applied in a wide range of issue domains, including reducing susceptibility to radicalizing content (5).”
From Psychological inoculation improves resilience against misinformation on social media (2022) · cites this paper as [5]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The spread of true and false news online
Vosoughi, S., Roy, D., & Aral, S. (2018) · Science · doi:10.1126/science.aap9559 · Cited by 8,847 · cited 1× · see citing works
“It takes seconds for information to go viral on social media and false information may spread further and faster than correct information (Vosoughi et al., 2018).”
BackgroundDeep Neural Networks for YouTube Recommendations
Covington, P., Adams, J., & Sargin, E. (2016) · Proceedings of the 10th ACM Conference on Recommender Systems · doi:10.1145/2959100.2959190 · Cited by 3,539 · see citing works
Misinformation and Its Correction: Continued Influence and Successful Debiasing
Lewandowsky, S., Ecker, U. K. H., Seifert, C. M., Schwarz, N., & Cook, J. (2012) · Psychological Science in the Public Interest · doi:10.1177/1529100612451018 · Cited by 2,920 · see citing works
Self-citationPennycook, G., McPhetres, J., Zhang, Y., Lu, J. G., & Rand, D. G. (2020) · Psychological Science · doi:10.1177/0956797620939054 · Cited by 1,715 · see citing works
The Development and Psychometric Properties of LIWC2015
Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015) · University of Texas at Austin · doi:10.15781/t25p41 · Cited by 1,674 · see citing works
Vredegoor, A. M. (2012) · Utrecht University Repository (Utrecht University) · Cited by 1,400 · see citing works
Emotion shapes the diffusion of moralized content in social networks
Brady, W. J., Wills, J. A., Jost, J. T., Tucker, J. A., & Van Bavel, J. J. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1618923114 · Cited by 1,396 · cited 1× · see citing works
“The emotional segments were suffused with moral language to mirror the role of moralization in actual political speech (e.g. Brady et al., 2017; Wang & Inbar, 2021).”
BackgroundThe Staircase to Terrorism: A Psychological Exploration.
Moghaddam, F. M. (2005) · American Psychologist · doi:10.1037/0003-066x.60.2.161 · Cited by 1,208 · see citing works
Inoculating the Public against Misinformation about Climate Change
van der Linden, S., Leiserowitz, A., Rosenthal, S., & Maibach, E. (2017) · Global Challenges · doi:10.1002/gch2.201600008 · Cited by 1,058 · see citing works
Cook, J., Lewandowsky, S., & Ecker, U. K. H. (2017) · PLOS ONE · doi:10.1371/journal.pone.0175799 · Cited by 971 · see citing works
Self-citationCountering Misinformation and Fake News Through Inoculation and Prebunking
Lewandowsky, S., & van der Linden, S. (2021) · European Review of Social Psychology · doi:10.1080/10463283.2021.1876983 · Cited by 773 · see citing works
Self-citationFake news game confers psychological resistance against online misinformation
Roozenbeek, J., & van der Linden, S. (2019) · Palgrave Communications · doi:10.1057/s41599-019-0279-9 · Cited by 708 · see citing works
Exposure to untrustworthy websites in the 2016 US election
Guess, A. M., Nyhan, B., & Reifler, J. (2020) · Nature Human Behaviour · doi:10.1038/s41562-020-0833-x · Cited by 587 · see citing works
Auditing radicalization pathways on YouTube
Ribeiro, M. H., Ottoni, R., West, R., Almeida, V. A. F., & Meira, W. (2020) · Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency · doi:10.1145/3351095.3372879 · Cited by 580 · see citing works
How to unring the bell: A meta-analytic approach to correction of misinformation
Walter, N., & Murphy, S. T. (2018) · Communication Monographs · doi:10.1080/03637751.2018.1467564 · Cited by 561 · see citing works
Fully committed: suicide bombers’ motivation and the quest for personal significance.
Kruglanski, A. W., Chen, X., Dechesne, M., Fishman, S., & Orehek, E. (2009) · Political Psychology · doi:10.1111/j.1467-9221.2009.00698.x · Cited by 525 · see citing works
A Meta-Analysis of Research on Inoculation Theory
Banas, J. A., & Rains, S. A. (2010) · Communication Monographs · doi:10.1080/03637751003758193 · Cited by 510 · see citing works
Processing political misinformation: comprehending the Trump phenomenon
Swire‐Thompson, B., Berinsky, A. J., Lewandowsky, S., & Ecker, U. K. H. (2017) · Royal Society Open Science · doi:10.1098/rsos.160802 · Cited by 499 · see citing works
Self-citationPrevention is better than cure: addressing anti-vaccine conspiracy theories
Jolley, D., & Douglas, K. M. (2017) · Journal of Applied Social Psychology · doi:10.1111/jasp.12453 · Cited by 446 · see citing works
The fake news game: actively inoculating against the risk of misinformation
Roozenbeek, J., & van der Linden, S. (2019) · Journal of Risk Research · doi:10.1080/13669877.2018.1443491 · Cited by 422 · see citing works
Conway, M. (2016) · Studies in Conflict and Terrorism · doi:10.1080/1057610x.2016.1157408 · Cited by 356 · see citing works
Alternative Influence: Broadcasting the Reactionary Right on YouTube
Lewis, R. A. (2018) · doi:10.69985/snfr4363 · Cited by 303 · see citing works
Basol, M., Roozenbeek, J., Berriche, M., Uenal, F., McClanahan, W. P., & Linden, S. V. D. (2021) · Big Data & Society · doi:10.1177/20539517211013868 · Cited by 271 · see citing works
Moralization in social networks and the emergence of violence during protests
Mooijman, M., Hoover, J., Lin, Y., Ji, H., & Dehghani, M. (2018) · Nature Human Behaviour · doi:10.1038/s41562-018-0353-0 · Cited by 229 · see citing works
Informal logic: a pragmatic approach
(2008) · Choice Reviews Online · doi:10.5860/choice.46-2009 · Cited by 218 · see citing works
Timing matters when correcting fake news
Brashier, N. M., Pennycook, G., Berinsky, A. J., & Rand, D. G. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2020043118 · Cited by 216 · see citing works
The Making of Violent Extremists
Kruglanski, A. W., Jaśko, K., Webber, D. J., Chernikova, M., & Molinario, E. (2018) · Review of General Psychology · doi:10.1037/gpr0000144 · Cited by 182 · see citing works
“I Am a Muslim Not an Extremist”: How the Prevent Strategy Has Constructed a “Suspect” Community
Awan, I. (2012) · Politics & Policy · doi:10.1111/j.1747-1346.2012.00397.x · Cited by 180 · see citing works
Smith, M. J., Ellenberg, S. S., Bell, L. M., & Rubin, D. M. (2008) · PEDIATRICS · doi:10.1542/peds.2007-1760 · Cited by 168 · see citing works
Roozenbeek, J., van der Linden, S., & Nygren, T. (2020) · Harvard Kennedy School Misinformation Review · doi:10.37016//mr-2020-008 · Cited by 167 · see citing works
Maertens, R., Anseel, F., & van der Linden, S. (2020) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2020.101455 · Cited by 165 · see citing works
Das, E. H. H. J., de Wit, J. B. F., & Stroebe, W. (2003) · Personality and Social Psychology Bulletin · doi:10.1177/0146167203029005009 · Cited by 163 · see citing works
Media Portrayals of Minorities: Muslims in British Newspaper Headlines, 2001–2012
Bleich, E., Stonebraker, H., Nisar, H., et al. (2015) · Journal of Ethnic and Migration Studies · doi:10.1080/1369183x.2014.1002200 · Cited by 151 · see citing works
Moore, K., Mason, P. H., & Lewis, J. M. W. (2008) · ORCA Online Research @Cardiff (Cardiff University) · Cited by 149 · see citing works
Measuring algorithmically infused societies
Wagner, C., Strohmaier, M., Olteanu, A., Kıcıman, E., Contractor, N., & Eliassi-Rad, T. (2021) · Nature · doi:10.1038/s41586-021-03666-1 · Cited by 144 · see citing works
Emotional Responses to the<i>Charlie Hebdo</i>Attacks: Addressing the Authoritarianism Puzzle
Vasilopoulos, P., Marcus, G. E., & Foucault, M. (2018) · Political Psychology · doi:10.1111/pops.12439 · Cited by 137 · see citing works
Failed and Friendless: The UK's ‘Preventing Violent Extremism’ Programme
Thomas, P. J. (2010) · The British Journal of Politics and International Relations · doi:10.1111/j.1467-856x.2010.00422.x · Cited by 135 · see citing works
Richards, A. (2011) · International Affairs · doi:10.1111/j.1468-2346.2011.00964.x · Cited by 127 · see citing works
Inoculating against misinformation
van der Linden, S., Maibach, E. W., Cook, J., Leiserowitz, A., & Lewandowsky, S. (2017) · Science · doi:10.1126/science.aar4533 · Cited by 127 · see citing works
Self-citationvan den Bos, K. (2019) · Annual Review of Psychology · doi:10.1146/annurev-psych-010419-050953 · Cited by 119 · see citing works
Lewandowsky, S., Smillie, L., García, D., Hertwig, R., Weatherall, J., Egidy, S., Robertson, R. E., O’Connor, C., Kozyreva, A., Lorenz-Spreen, P., et al. (2020) · Leiden Repository (Leiden University) · doi:10.2760/709177 · Cited by 113 · see citing works
Self-citationLewandowsky, S., Cook, J., Oberauer, K., Brophy, S., Lloyd, E. A., & Marriott, M. (2015) · Journal of Social and Political Psychology · doi:10.5964/jspp.v3i1.443 · Cited by 111 · see citing works
Self-citationTechnologically scaffolded atypical cognition: the case of YouTube’s recommender system
Alfano, M., Fard, A. E., Carter, J. A., Clutton, P., & Klein, C. (2020) · Synthese · doi:10.1007/s11229-020-02724-x · Cited by 109 · see citing works
Braddock, K. (2022) · Terrorism and Political Violence · doi:10.1080/09546553.2019.1693370 · Cited by 106 · see citing works
Zerback, T., Töpfl, F., & Knöpfle, M. (2020) · New Media & Society · doi:10.1177/1461444820908530 · Cited by 105 · see citing works
Parker, K. A., Ivanov, B., & Compton, J. (2011) · Health Communication · doi:10.1080/10410236.2011.575541 · Cited by 102 · see citing works
Media representations of British Muslims and hybridised threats to identity
Jaspal, R., & Cinnirella, M. (2010) · Contemporary Islam · doi:10.1007/s11562-010-0126-7 · Cited by 99 · see citing works
A taxonomy of reasoning flaws in the anti-vaccine movement
Jacobson, R. M., Targonski, P. V., & Poland, G. A. (2007) · Vaccine · doi:10.1016/j.vaccine.2007.01.046 · Cited by 99 · see citing works
Counter-messages as Prevention or Promotion of Extremism?! The Potential Role of YouTube
Schmitt, J. B., Rieger, D., Rutkowski, O., & Ernst, J. (2018) · Journal of Communication · doi:10.1093/joc/jqy029 · Cited by 98 · see citing works
The Self-Radicalization of White Men: “Fake News” and the Affective Networking of Paranoia
Johnson, J. M. (2018) · Communication Culture and Critique · doi:10.1093/ccc/tcx014 · Cited by 93 · see citing works
Wheeler, E. L. (1973) · History Reviews of New Books · doi:10.1080/03612759.1973.9946548 · Cited by 84 · see citing works
Groenendyk, E. W. (2018) · Political Psychology · doi:10.1111/pops.12481 · Cited by 81 · see citing works
Populism and Informal Fallacies: An Analysis of Right-Wing Populist Rhetoric in Election Campaigns
Blassnig, S., Büchel, F., Ernst, N., & Engesser, S. (2018) · Argumentation · doi:10.1007/s10503-018-9461-2 · Cited by 77 · see citing works
Kaiser, J., & Rauchfleisch, A. (2020) · Social Media + Society · doi:10.1177/2056305120969914 · Cited by 74 · see citing works
Can WhatsApp Counter Misinformation by Limiting Message Forwarding?
Melo, P. D. F., Vieira, C. C., Garimella, K., de Melo, P. O. S. V., & Benevenuto, F. (2019) · Studies in computational intelligence · doi:10.1007/978-3-030-36687-2_31 · Cited by 64 · see citing works
Moral-Language Use by U.S. Political Elites
Wang, S.-Y. N., & Inbar, Y. (2020) · Psychological Science · doi:10.1177/0956797620960397 · Cited by 64 · see citing works
The symbiotic relationship between Islamophobia and radicalisation
Abbas, T. (2012) · Critical Studies on Terrorism · doi:10.1080/17539153.2012.723448 · Cited by 60 · see citing works
The German Far-right on YouTube: An Analysis of User Overlap and User Comments
Rauchfleisch, A., & Kaiser, J. (2020) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838151.2020.1799690 · Cited by 59 · see citing works
Cognitive mechanisms in violent extremism
Kruglanski, A. W., Fernandez, J. R., Factor, A., & Szumowska, E. (2018) · Cognition · doi:10.1016/j.cognition.2018.11.008 · Cited by 58 · see citing works
Youth Exposure to Hate in the Online Space: An Exploratory Analysis
Harriman, N. W., Shortland, N. D., Su, M., Cote, T., Testa, M. A., & Savoia, E. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17228531 · Cited by 58 · see citing works
Splitting consciousness: Unconscious, conscious, and metaconscious processes in social cognition
Winkielman, P., & Schooler, J. W. (2011) · European Review of Social Psychology · doi:10.1080/10463283.2011.576580 · Cited by 57 · see citing works
Inoculation in Competitive Framing Examining Message Effects on Policy Preferences
Niederdeppe, J., Gollust, S. E., & Barry, C. L. (2014) · Public Opinion Quarterly · doi:10.1093/poq/nfu026 · Cited by 54 · see citing works
Farwell, B. (1972) · Virtual Defense Library (Ministerio de Defensa) · Cited by 52 · see citing works
Online propaganda use during Islamist radicalization
Baugut, P., & Neumann, K. (2019) · Information Communication & Society · doi:10.1080/1369118x.2019.1594333 · Cited by 50 · see citing works
Moore, K., Mason, P. H., & Lewis, J. (2008) · Cited by 47 · see citing works
PREVENT: creating “radicals” to strengthen anti-Muslim narratives
Qureshi, A. (2015) · Critical Studies on Terrorism · doi:10.1080/17539153.2015.1005938 · Cited by 46 · see citing works
Testing the Limits of Inoculation-Generated Resistance
Ivanov, B., Parker, K. A., & Dillingham, L. L. (2018) · Western Journal of Communication · doi:10.1080/10570314.2018.1454600 · Cited by 43 · see citing works
Limits of UK Counterterrorism Policy and its Implications for Islamophobia and Far Right Extremism
Abbas, T., & Awan, I. (2015) · International Journal for Crime Justice and Social Democracy · doi:10.5204/ijcjsd.v4i3.241 · Cited by 41 · see citing works
Nienierza, A., Reinemann, C., Fawzi, N., et al. (2019) · Information Communication & Society · doi:10.1080/1369118x.2019.1697339 · Cited by 40 · see citing works
Saleh, N., Roozenbeek, J., Makki, F., McClanahan, W., & van der Linden, S. (2021) · Behavioural Public Policy · doi:10.1017/bpp.2020.60 · Cited by 39 · see citing works
Is It Terrorism?: Public Perceptions, Media, and Labeling the Las Vegas Shooting
Dolliver, M. J., & Kearns, E. M. (2019) · Studies in Conflict and Terrorism · doi:10.1080/1057610x.2019.1647673 · Cited by 34 · see citing works
PewDiePie, racism and Youtube’s neoliberalist interpretation of freedom of speech
Hokka, J. (2020) · Convergence The International Journal of Research into New Media Technologies · doi:10.1177/1354856520938602 · Cited by 30 · see citing works
Converts and Islamist Terrorism: An Introduction
Schuurman, B., Grol, P., & Flower, S. (2016) · Terrorism and Counter-Terrorism Studies · doi:10.19165/2016.2.03 · Cited by 29 · see citing works
How YouTube Leads Privacy-Seeking Users Away from Reliable Information
Spinelli, L., & Crovella, M. E. (2020) · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · doi:10.1145/3386392.3399566 · Cited by 23 · see citing works
Roozenbeek, J., van der Linden, S., & Nygren, T. (2020) · Apollo (University of Cambridge) · doi:10.17863/cam.48846 · Cited by 17 · see citing works
Conspiracy theory and American foreign policy
Aistrope, T. (2016) · Manchester University Press eBooks · doi:10.7228/manchester/9780719099199.001.0001 · Cited by 15 · see citing works
Conspiracy theory and American foreign policy
Aistrope, T. (2016) · Manchester University Press eBooks · doi:10.7765/9781784997373 · Cited by 12 · see citing works
Abbas, T. (2020) · Leiden Repository (Leiden University) · Cited by 7 · see citing works
How much online abuse is there? A systematic review of evidence for the UK
Vidgen, B., Margetts, H., & Harris, A. (2019) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.3582598 · Cited by 7 · see citing works
Lewandowsky, S., Lloyd, E. A., & Brophy, S. (2018) · Argumenta - Journal of Analytic Philosophy · Cited by 2 · see citing works
Self-citationLee, B. J., & Knott, K. (2020) · Lancaster EPrints (Lancaster University) · Cited by 2 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The psychological drivers of misinformation belief and its resistance to correction
Ecker, U. K. H., Lewandowsky, S., Cook, J., Schmid, P., Fazio, L. K., Brashier, N., Kendeou, P., Vraga, E. K., & Amazeen, M. A. (2022) · Nature Reviews Psychology · doi:10.1038/s44159-021-00006-y · Cited by 1,372 · see citing works
Self-citationPsychological inoculation improves resilience against misinformation on social media
Roozenbeek, J., van der Linden, S., Goldberg, B., Rathje, S., & Lewandowsky, S. (2022) · Science Advances · doi:10.1126/sciadv.abo6254 · Cited by 472 · see citing works
Self-citationPsychological Inoculation against Misinformation: Current Evidence and Future Directions
Traberg, C. S., Roozenbeek, J., & van der Linden, S. (2022) · The ANNALS of the American Academy of Political and Social Science · doi:10.1177/00027162221087936 · Cited by 224 · see citing works
How to Combat Health Misinformation: A Psychological Approach
Roozenbeek, J., & van der Linden, S. (2022) · American Journal of Health Promotion · doi:10.1177/08901171211070958 · Cited by 60 · see citing works
- Authors
- Lewandowsky, S., & Yesilada, M.
- Affiliations
- The University of Western Australia (AU)
- University of Bristol (GB)
- Corresponding author
- Lewandowsky, Stephan
- Venue
- Cognitive Research: Principles and Implications
- Published
- 2021-08-19
- Volume
- 6
- Issue
- 1
- Pages
- 57-57
- ISSN
- 2365-7464 (ISSN-L)
- PMC
- PMC8374109
- OpenAlex
- W3193577832
- Cited by
- 62
- References
- 81
- Citations by year
- 2026: 4 · 2025: 13 · 2024: 13 · 2023: 13 · 2022: 15 · 2021: 4
- FWCI
- 15.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Cognitive Research Principles and Implications (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- UWA Profiles and Research Repository (UWA) (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Bristol Research (University of Bristol) (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Economic and Social Research Council (via CREST at University of Lancaster)
- alexander von humboldt-stiftung (Research Award)
- Topics
- Social Sciences › Sociology and Political Science › Misinformation and Its Impacts
- Social Sciences › Sociology and Political Science › Terrorism, Counterterrorism, and Political Violence
- Social Sciences › Sociology and Political Science › Islamic Finance and Communication
- Keywords
- inoculation, disinformation, Islamophobia, Islamic fundamentalism, extremist content, misinformation sharing, perceived accuracy, YouTube, countering violent extremism
- MeSH terms
- Humans, Islam, Vaccination, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review