From Wikipedia, the free encyclopedia

Misinformation is false or inaccurate information.[1] Examples of misinformation include false rumors, insults and pranks, while examples of more deliberate disinformation include malicious content such as hoaxes, spearphishing and computational propaganda.[2] News parody or satire may also become misinformation if it is taken as serious by the unwary and spread as if it were true. The terms "misinformation" and "disinformation" have been associated with the neologism "fake news", defined by some scholars as "fabricated information that mimics news media content in form but not in organizational process or intent".[3]


The history of misinformation, along with that of disinformation and propaganda, is part of the history of mass communication itself.[4] Early examples cited in a 2017 article by Robert Darnton[5] are the insults and smears spread among political rivals in Imperial and Renaissance Italy in the form of "pasquinades", anonymous and witty verse named for the Pasquino piazza and "talking statue" in Rome, and in pre-revolutionary France as "canards", or printed broadsides that sometimes included an engraving to help convince readers to take their wild tales seriously.

The spread in Europe and North America of Johannes Gutenberg's mechanized printing press increased the opportunities to spread English-language misinformation. In 1835, the New York Sun published the first large-scale news hoax, known as the "Great Moon Hoax", which was a series of six articles claiming to describe life on the Moon, "complete with illustrations of humanoid bat-creatures and bearded blue unicorns".[4] The fast pace and sometimes strife-filled work of mass-producing news broadsheets also led to copies rife with careless factual errors and mistakes, such as the Chicago Tribune's infamous 1948 headline "Dewey Defeats Truman".

In the so-called Information Age, social networking sites have become a notable vector for the spread of misinformation, "fake news" and propaganda.[3][6][7][8] These sites provide users with the capabilities to spread information quickly to other users without requiring the permission of a gatekeeper such as an editor, who might otherwise require confirmation of its truth before allowing its publication. Journalists today are criticized for helping to spread false information on these platforms, but research such as that from Starbird et al.[9] and Arif et al.[10] shows they also play a role in curbing the spread of misinformation on social media through debunking and denying false rumors.


According to Anne Mintz, editor of Web of Deception: Misinformation on the Internet, the best ways to determine whether information is factual is to use common sense.[11] Mintz advises that the reader check whether the information makes sense and whether the founders or reporters of the websites that are spreading the information are biased or have an agenda. Professional journalists and researchers look at other sites (particularly verified sources like news channels[12]) for that information, as it might be reviewed by multiple people and heavily researched, providing more concrete details.

Martin Libicki, author of Conquest In Cyberspace: National Security and Information Warfare,[13] noted that the trick to working with misinformation is the idea that readers must have a balance of what is correct and what is incorrect. Readers cannot be gullible but also should not be paranoid that all information is incorrect. There is always a chance that even readers who have this balance will believe an error to be true or that they will disregard factual information as incorrect. According to Libicki, readers' prior beliefs or opinions also affect how they interpret new information. When readers believe something to be true before researching it, they are more likely to believe something that supports these prior beliefs or opinions. This phenomenon may lead readers who otherwise are skilled at evaluating credible sources and facts to believe misinformation.

According to research, the factors that lead to recognizing misinformation is the amount of education a person has and the information literacy they have.[14] This means if a person has more knowledge in the subject being investigated, or familiar with the process of how the information researched and presented than they are more likely to identify misinformation.


Misinformation is spread for numerous reasons, some of which are not the result of an attempt to deceive but of carelessness, cognitive bias and/or social and work pressures[citation needed]. The next sections discuss the role of social media dynamics, the lack of internet gatekeepers, bad information from media sources, and competition in news and media.

Social media

Contemporary social media platforms offer a rich ground for the spread of misinformation. Combating its spread is difficult for two reasons: the profusion of information sources, and the generation of "echo chambers". The profusion of information sources makes the reader's task of weighing the reliability of information more challenging, heightened by the untrustworthy social signals that go with such information.[15] The inclination of people to follow or support like-minded individuals leads to the formation of echo chambers and filter bubbles. With no differing information to counter the untruths or the general agreement within isolated social clusters, the outcome is a dearth, and worse, the absence of a collective reality, some writers argue.[16] Although social media sites have changed their algorithms to prevent the spread of fake news, the problem still exits.[17] Furthermore, research has shown that while people may know what the scientific community has proved as a fact, they may still refuse to accept it as such.[18]

It has also been observed that misinformation and disinformation come back, multiple times on social media sites. A research study watched the process of 13 rumors appearing on Twitter and noticed that 11 of those same stories resurfaced multiple times, after much time had passed.[19]

Another reason that misinformation spreads on social media is from the users themselves. In a study, it was shown that the most common reasons that Facebook users were sharing misinformation for social motivated reasons, rather than taking the information seriously.[20] Although users may not be spreading false information for malicious reasons, the misinformation is still being spread across the internet.

Lack of Internet gatekeepers

Because of the decentralized nature and structure of the Internet, writers can easily publish content without being required to subject it to peer review, prove their qualifications, or provide backup documentation. Whereas a book found in a library generally has been reviewed and edited by a second person, Internet sources cannot be assumed to be vetted by anyone other than their authors. They may be produced and posted as soon as the writing is finished.[21] In addition, the presence of trolls and bots used to spread willful misinformation has been a problem for social media platforms.[22] As many as 60 million trolls could be spreading misinformation on Facebook.[23]

Bad information from media sources

An example of bad information from media sources that led to the spread of misinformation occurred in November 2005, when Chris Hansen on Dateline NBC made a claim that law enforcement officials estimate 50,000 predators are online at any moment. Afterwards, the U.S. attorney general at the time, Alberto Gonzales, repeated the claim. However, the number that Hansen used in his reporting had no backing. Hansen said he received the information from Dateline expert Ken Lanning, but Lanning admitted that he made up the number 50,000 because there was no solid data on the number. According to Lanning, he used 50,000 because it sounds like a real number, not too big and not too small, and referred to it as a "Goldilocks number". Reporter Carl Bialik says that the number 50,000 is used often in the media to estimate numbers when reporters are unsure of the exact data.[24]

Competition in news and media

Because news organizations and websites hotly compete for viewers, there is a need for great efficiency in releasing stories to the public. News media companies broadcast stories 24 hours a day, and break the latest news in hopes of taking audience share from their competitors. News is also produced at a pace that does not always allow for fact-checking, or for all of the facts to be collected or released to the media at one time, letting readers or viewers insert their own opinions, and possibly leading to the spread of misinformation.[25]


Misinformation can affect all aspects of life. When eavesdropping on conversations, one can gather facts that may not always be true, or the receiver may hear the message incorrectly and spread the information to others. On the Internet, one can read content that is stated to be factual but that that may not have been checked or may be erroneous. In the news, companies may emphasize the speed at which they receive and send information but may not always be correct in the facts. These developments contribute to the way misinformation will continue to complicate the public's understanding of issues and to serve as a source for belief and attitude formation.[26]

In regards to politics, some view being a misinformed citizen as worse than being an uninformed citizen. Misinformed citizens can state their beliefs and opinions with confidence and in turn affect elections and policies. This type of misinformation comes from speakers not always being upfront and straightforward. When information is presented as vague, ambiguous, sarcastic, or partial, receivers are forced to piece the information together and assume what is correct.[27] Aside from political propaganda, misinformation can also be employed in industrial propaganda. Using tools such as advertising, a company can undermine reliable evidence or influence belief through concerted misinformation campaign. For instance, tobacco companies employed misinformation in the second half of the twentieth century to diminish the reliability of studies that demonstrated the link between smoking and lung cancer.[28] In the medical field, misinformation can immediately lead to life endangerment as seen in the case of the public's negative perception towards vaccines or the use of herbs instead of medicines to treat diseases.[29]

Websites have been created to help people to discern fact from fiction. For example, the site has a mission to fact check the media, especially politician speeches and stories going viral on the Internet. The site also includes a forum where people can openly ask questions about information they're not sure is true in both the media and the internet.[30] Similar sites give individuals the option to be able to cope and past misinformation into a search engine and the site will investigate the truthfulness of the inputted data.[31] Famous online resources, such as Facebook and Google, have attempted to add automatic fact checker programs to their sites, and created the option for users to flag information that they think are false on their website.[31] A way that fact checking programs find misinformation involve finding the truth by analyzing the language and syntax of news stories. Another way is that fact checkers can search for existing information on the subject and compare it to the new broadcasts being put online.[32] Other sites such as Wikipedia and Snopes are also widely used resources for verifying information.

Some scholars and activists are pioneering a movement to eliminate the mis/disinformation and information pollution in the digital world. The theory they are developing, "information environmentalism", has become a curriculum in some universities and colleges.[33][34]

See also


  1. ^ "Definition of misinformation". Merriam-Webster Dictionary Online. Archived from the original on 2019-02-25. Retrieved 2019-02-24.
  2. ^ Woolley, Samuel C.; Howard, Philip N. (2016). "Political Communication, Computational Propaganda, and Autonomous Agents". International Journal of Communication. 10: 4882–4890. Archived from the original on 2019-10-22. Retrieved 2019-10-22.
  3. ^ a b Lazer, David M. J.; Baum, Matthew A.; Benkler, Yochai; Berinsky, Adam J.; Greenhill, Kelly M.; Menczer, Filippo; Metzger, Miriam J.; Nyhan, Brendan; Pennycook, Gordon; Rothschild, David; Schudson, Michael; Sloman, Steven A.; Sunstein, Cass R.; Thorson, Emily A.; Watts, Duncan J.; Zittrain, Jonathan L. (2018). "The science of fake news". Science. 359 (6380): 1094–1096. Bibcode:2018Sci...359.1094L. doi:10.1126/science.aao2998. PMID 29590025.
  4. ^ a b "A short guide to the history of 'fake news' and disinformation". International Center for Journalists. Archived from the original on 2019-02-25. Retrieved 2019-02-24.
  5. ^ "The True History of Fake News". The New York Review of Books. 2017-02-13. Archived from the original on 2019-02-05. Retrieved 2019-02-24.
  6. ^ Vosoughi, Soroush; Roy, Deb; Aral, Sinan (2018-03-09). "The spread of true and false news online" (PDF). Science. 359 (6380): 1146–1151. Bibcode:2018Sci...359.1146V. doi:10.1126/science.aap9559. PMID 29590045. Archived from the original (PDF) on 2019-04-29. Retrieved 2019-08-21.
  7. ^ Tucker, Joshua A.; Guess, Andrew; Barbera, Pablo; Vaccari, Cristian; Siegel, Alexandra; Sanovich, Sergey; Stukal, Denis; Nyhan, Brendan. "Social Media, Political Polarization, and Political Disinformation: A Review of the Scientific Literature". Hewlett Foundation White Paper. Archived from the original on 2019-03-06. Retrieved 2019-03-05.
  8. ^ Machado, Caio; Kira, Beatriz; Narayanan, Vidya; Kollanyi, Bence; Howard, Philip (2019). "A Study of Misinformation in WhatsApp groups with a focus on the Brazilian Presidential Elections". Companion Proceedings of the 2019 World Wide Web Conference on – WWW '19. New York: ACM Press: 1013–1019. doi:10.1145/3308560.3316738. ISBN 978-1450366755.
  9. ^ Starbird, Kate; Dailey, Dharma; Mohamed, Owla; Lee, Gina; Spiro, Emma (2018). "Engage Early, Correct More: How Journalists Participate in False Rumors Online during Crisis Events". Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18). doi:10.1145/3173574.3173679. Retrieved 2019-02-24.
  10. ^ Arif, Ahmer; Robinson, John; Stanck, Stephanie; Fichet, Elodie; Townsend, Paul; Worku, Zena; Starbird, Kate (2017). "A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors" (PDF). Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17): 155–169. doi:10.1145/2998181.2998294. ISBN 978-1450343350. Archived (PDF) from the original on 26 February 2019. Retrieved 25 February 2019.
  11. ^ Mintz, Anne. "The Misinformation Superhighway?". PBS. Archived from the original on 2 April 2013. Retrieved 26 February 2013.
  12. ^ Jain, Suchita; Sharma, Vanya; Kaushal, Rishabh (September 2016). "Towards automated real-time detection of misinformation on Twitter". 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI). IEEE Conference Publication. pp. 2015–2020. doi:10.1109/ICACCI.2016.7732347. ISBN 978-1-5090-2029-4.
  13. ^ Libicki, Martin (2007). Conquest in Cyberspace: National Security and Information Warfare. New York: Cambridge University Press. pp. 51–55. ISBN 978-0521871600.
  14. ^ Khan, M. Laeeq; Idris, Ika Karlina (2019-02-11). "Recognise misinformation and verify before sharing: a reasoned action and information literacy perspective". Behaviour & Information Technology. 38 (12): 1194–1212. doi:10.1080/0144929x.2019.1578828. ISSN 0144-929X.
  15. ^ Messerole, Chris (2018-05-09). "How misinformation spreads on social media – And what to do about it". Brookings Institution. Archived from the original on 25 February 2019. Retrieved 24 February 2019.
  16. ^ Benkler, Y. (2017). "Study: Breitbart-led rightwing media ecosystem altered broader media agenda". Archived from the original on 4 June 2018. Retrieved 8 June 2018.
  17. ^ Allcott, Hunt (October 2018). "Trends in the Diffusion of Misinformation on Social Media" (PDF). Stanford Education. arXiv:1809.05901. Bibcode:2018arXiv180905901A. Archived (PDF) from the original on 2019-07-28. Retrieved 2019-05-10.
  18. ^ Krause, Nicole M.; Scheufele, Dietram A. (2019-04-16). "Science audiences, misinformation, and fake news". Proceedings of the National Academy of Sciences. 116 (16): 7662–7669. doi:10.1073/pnas.1805871115. ISSN 0027-8424. PMC 6475373. PMID 30642953.
  19. ^ Shin, Jieun; Jian, Lian; Driscoll, Kevin; Bar, François (June 2018). "The diffusion of misinformation on social media: Temporal pattern, message, and source". Computers in Human Behavior. 83: 278–287. doi:10.1016/j.chb.2018.02.008. ISSN 0747-5632.
  20. ^ Chen, Xinran; Sin, Sei-Ching Joanna; Theng, Yin-Leng; Lee, Chei Sian (2015). "Why Do Social Media Users Share Misinformation?". Proceedings of the 15th ACM/IEEE-CE on Joint Conference on Digital Libraries – JCDL '15. New York: ACM Press: 111–114. doi:10.1145/2756406.2756941. ISBN 978-1-4503-3594-2.
  21. ^ Stapleton, Paul (2003). "Assessing the quality and bias of web-based sources: implications for academic writing". Journal of English for Academic Purposes. 2 (3): 229–245. doi:10.1016/S1475-1585(03)00026-2.
  22. ^ Milman, Oliver (2020-02-21). "Revealed: quarter of all tweets about climate crisis produced by bots". The Guardian. ISSN 0261-3077. Archived from the original on 2020-02-22. Retrieved 2020-02-23.
  23. ^ Massey, Douglas S.; Iyengar, Shanto (2019-04-16). "Scientific communication in a post-truth society". Proceedings of the National Academy of Sciences. 116 (16): 7656–7661. doi:10.1073/pnas.1805868115. ISSN 0027-8424. PMC 6475392. PMID 30478050.
  24. ^ Gladstone, Brooke (2012). The Influencing Machine. New York: W. W. Norton & Company. pp. 49–51. ISBN 978-0393342468.
  25. ^ Croteau; et al. "Media Technology" (PDF): 285–321. Archived (PDF) from the original on January 2, 2013. Retrieved March 21, 2013. Cite journal requires |journal= (help)
  26. ^ Southwell, Brian G.; Thorson, Emily A.; Sheble, Laura (2018). Misinformation and Mass Audiences. University of Texas Press. ISBN 978-1477314586.
  27. ^ Barker, David (2002). Rushed to Judgement: Talk Radio, Persuasion, and American Political Behavior. New York: Columbia University Press. pp. 106–109.
  28. ^ O'Connor, Cailin; Weatherall, James Owen (2019). The Misinformation Age: How False Beliefs Spread. New Haven: Yale University Press. p. 10. ISBN 978-0300234015.
  29. ^ Sinha, P.; Shaikh, S.; Sidharth, A. (2019). India Misinformed: The True Story. Harper Collins. ISBN 978-9353028381.
  30. ^ "Ask FactCheck". Archived from the original on 2016-03-31. Retrieved 2016-03-31.
  31. ^ a b Fernandez, Miriam; Alani, Harith (2018). "Online Misinformation" (PDF). Companion of the The Web Conference 2018 on the Web Conference 2018 – WWW '18. New York: ACM Press: 595–602. doi:10.1145/3184558.3188730. ISBN 978-1-4503-5640-4. Archived (PDF) from the original on 2019-04-11. Retrieved 2020-02-13.
  32. ^ Zhang, Chaowei; Gupta, Ashish; Kauten, Christian; Deokar, Amit V.; Qin, Xiao (December 2019). "Detecting fake news for reducing misinformation risks using analytics approaches". European Journal of Operational Research. 279 (3): 1036–1052. doi:10.1016/j.ejor.2019.06.022. ISSN 0377-2217.
  33. ^ "Info-Environmentalism: An Introduction". Archived from the original on 2018-07-03. Retrieved 2018-09-28.
  34. ^ "Information Environmentalism". Digital Learning and Inquiry (DLINQ). 2017-12-21. Archived from the original on 2018-09-28. Retrieved 2018-09-28.

Further reading

  • Machado, Caio; Kira, Beatriz; Narayanan, Vidya; Kollanyi, Bence; Howard, Philip (2019). "A Study of Misinformation in WhatsApp groups with a focus on the Brazilian Presidential Elections". Companion Proceedings of the 2019 World Wide Web Conference on – WWW '19. New York: ACM Press: 1013–1019. doi:10.1145/3308560.3316738. ISBN 978-1450366755.
  • Allcott, H., & Gentzkow, M. (2017). Social Media and Fake News in the 2016 Election. Journal of Economic Perspectives, 31(2), 211–236. doi:10.1257/jep.31.2.211
  • Baillargeon, Normand (4 January 2008). A short course in intellectual self-defense. Seven Stories Press. ISBN 978-1-58322-765-7. Retrieved 22 June 2011.
  • Bakir, V. & McStay, A. (2017). Fake News and The Economy of Emotions: Problems, causes, solutions. Digital Journalism, 1–22. doi:10.1080/21670811.2017.1345645
  • Christopher Cerf, and Victor Navasky, The Experts Speak: The Definitive Compendium of Authoritative Misinformation, Pantheon Books, 1984.
  • Christopher Murphy (2005). Competitive Intelligence: Gathering, Analysing And Putting It to Work. Gower Publishing, Ltd.. pp. 186–189. ISBN 0-566-08537-2. A case study of misinformation arising from simple error
  • O'Connor, Cailin, and James Owen Weatherall, "Why We Trust Lies: The most effective misinformation starts with seeds of truth", Scientific American, vol. 321, no. 3 (September 2019), pp. 54–61.
  • Jürg Strässler (1982). Idioms in English: A Pragmatic Analysis. Gunter Narr Verlag. pp. 43–44. ISBN 3-87808-971-6.
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