Unveiling The Many Faces of Fact-Checking: State of the Art of Academic Research on Information Correction

Authors

  • Maia Klaassen University of Tartu
  • Ianis Bucholtz Vidzeme University of Applied Sciences
  • Marju Himma University of Tartu
  • Krista Lepik-Verliin University of Tartu

DOI:

https://doi.org/10.51480/1899-5101.18.3(41).826

Keywords:

information verification, prebunking, debunking, fact-checking, information correction

Abstract

Research on fact-checking, which began gaining traction around 2010, has seen a significant surge in interest, complicating efforts to overview the field comprehensively. Previous mappings of fact-checking research were often limited in scope and accessibility and lacked context in the post-infodemic era. Addressing these gaps, a systematic literature review was conducted on English-language academic publications from 2010 to 2023, encompassing 675 articles. This review delved into various aspects of fact-checking, such as infrastructure, practices, tools, genres, effectiveness, public perception, and the emerging role of AI. It highlighted the necessity for refined research methodologies, longitudinal effectiveness studies, and a deeper understanding of social context’s impact on misinformation and fact-checking efficacy, particularly beyond the U.S. This comprehensive analysis offers invaluable insights into the evolving landscape of fact-checking and information verification.

References

Alfoldiova, A. (2018). Google is Introducing a New Feature for Fact Checking. Media Literacy And Academic Research, 1(2), 78–79. https://www.ceeol.com/search/article-detail?id=730595

Allein, L., Augenstein, I., & Moens, M.-F. (2021). Time-aware evidence ranking for fact-checking. Journal of Web Semantics, 71. https://doi.org/10.1016/j.websem.2021.100663

Amazeen, M. (2018). Practitioner perceptions: Critical junctures and the global emergence and challenges of fact-checking. International Communication Gazette, 81(6), 541–561. https://doi.org/10.1177/1748048518817674

Amazeen, M. A. (2015). Checking the Fact­‑Checkers in 2008: Predicting Political Ad Scrutiny and Assessing Consistency. Journal of Political Marketing, 15(4), 433–464. https://doi.org/10.1080/15377857.2014.959691

Arcos, R., Gertrudix, M., Arribas, C. & Cardarilli, M. (2022). Responses To Digital Disinformation As Part Of Hybrid Threats: A Systematic Review On The Effects Of Disinformation And The Effectiveness Of Fact­‑Checking/Debunking. Open Res Europe 2022, 2:8 https://doi.org/10.12688/openreseurope.14088.1

Baptista, J., Jeronimo, P., Pineiro­‑Naval, V., & Gradim, A. (2022). Elections and fact-checking in Portugal: The case of the 2019 and 2022 legislative elections. Profesional De La Informacion, 31(6). https://doi.org/10.3145/epi.2022.nov.11

Basol, M., Roozenbeek, J., Berriche, M., Uenal, F., McClanahan, W. P., & Linden, S. van der. (2021). Towards psychological herd immunity: Cross-cultural evidence for two prebunking interventions against COVID-19 misinformation. Big Data & Society, 8. https://doi.org/10.1177/20539517211013868

Behutiye, W. N., Rodríguez, P., Oivo, M., & Tosun, A. (2017). Analyzing the concept of technical debt in the context of agile software development: A Systematic Literature Review. Information and Software Technology, 82, 139–158. https://doi.org/10.1016/j.infsof.2016.10.004

Bekoulis, G., Papagiannopoulou, C., & Deligiannis, N. (2022). A Review on Fact Extraction and Verification. ACM Computing Surveys, 54(1), 1–35. https://doi.org/10.1145/3485127

Biltoft, C. N. (2020). The anatomy of credulity and incredulity: A hermeneutics of misinformation. Harvard Kennedy School Misinformation Review, 1(2). https://doi.org/10.37016/mr-2020-016

Bocharov, A. B., & Demidov, M. O. (2021). Fact-checking Technology in the Fight Against ‘Information Debris’: Problems and Prospects. Управленческое Консультирование, 12, 102–111. https://doi.org/10.22394/1726-1139-2020-12-102-111

Campbell, J. L., Quincy, C., Osserman, J., & Pedersen, O. K. (2013). Coding In-depth Semistructured Interviews: Problems of Unitization and Intercoder Reliability and Agreement. Sociological Methods & Research, 42(3). https://doi.org/10.1177/0049124113500475

Ceron, W., Gruszynski Sanseverino, G., de-Lima­‑Santos, M.-F., & Quiles, M. G. (2021). COVID-19 fake news diffusion across Latin America. Social Network Analysis and Mining, 11(1), 47. https://doi.org/10.1007/s13278-021-00753-z

Cheruiyot, D., & Ferrer­‑Conill, R. (2018). ‘FACT­‑CHECKING AFRICA’ Epistemologies, data and the expansion of journalistic discourse. Digital Journalism, 6(8), 964–975. https://doi.org/10.1080/21670811.2018.1493940

Chua, Y., & Soriano, J. (2020). Electoral Disinformation: Looking Through the Lens of Tsek.ph Fact Checks. Plaridel, 17(1), 285–295. https://www.plarideljournal.org/wp-content/uploads/2020/06/2020-01-Chua-and-Soriano.pdf

Choi, D., Oh, H., Chun, S., Kwon, T., & Han, J. (2023). Preventing rumor spread with deep learning. Expert Systems with Applications, 197. https://doi.org/10.1016/j.eswa.2022.116688

Colliander, J. (2019). ‘This is fake news’: Investigating the role of conformity to other users’ views when commenting on and spreading disinformation in social media. Computers in Human Behavior, 97, 202–215. https://doi.org/10.1016/j.chb.2019.03.032

Cotter, K., DeCook, J., & Kanthawala, S. (2022). Fact­‑Checking the Crisis: COVID-19, Infodemics, and the Platformization of Truth. Social Media + Society, 8(1). https://doi.org/10.1177/20563051211069048

Cunliffe­‑Jones, P. (2020). From Church and Mosque to WhatsApp­‑Africa Check’s Holistic Approach to Countering ‘Fake News.’ Political Quarterly, 91(3), 596–599. https://doi.org/10.1111/1467-923X.12899

Dan, V., & Dixon, G. N. (2021). Fighting the Infodemic on Two Fronts: Reducing False Beliefs Without Increasing Polarization. Science Communication, 43(5), 674–682. https://doi.org/10.1177/10755470211020411

Dhawan, D., Bekalu, M., Pinnamaneni, R., McCloud, R., & Viswanath, K. (2021). COVID-19 News and Misinformation: Do They Matter for Public Health Prevention? Journal of Health Communication, 26(11), 799–808. https://doi.org/10.1080/10810730.2021.2010841

Dumitru, E.-A. (2021). Is ‘Letting the Truth Get in the Way of a Good Story’ Enough? Journalists’ Perception on Fake News. Journal of Media Research, 14(3), 63–79. https://www.ceeol.com/search/article-detail?id=1000916

Durach, F., Bargaoanu, A., & Nastasiu, C. (2020). Tackling Disinformation: EU Regulation of the Digital Space. Romanian Journal Of European Affairs, 20(1), 5–20. https://www.ceeol.com/search/article-detail?id=859431

Edwardsson, M., Al­‑Saqaf, W., & Nygren, G. (2021). Verification of Digital Sources in Swedish Newsrooms—A Technical Issue or a Question of Newsroom Culture? Journalism Practice. https://doi.org/10.1080/17512786.2021.2004200

Esteban­‑Navarro, M., Nogales­‑Bocio, A., Garcia­‑Madurga, M., & Morte­‑Nadal, T. (2021). Spanish Fact­‑Checking Services: An Approach to Their Business Models. Publications, 9(3). https://doi.org/10.3390/publications9030038

Eysenbach, G. (2020). How to fight an infodemic: The four pillars of infodemic management. Journal of Medical Internet Research, 22(6). https://doi.org/10.2196/21820

Fakida, A. (2021). Political fact-checking in the Middle East: What news can be verified in the Arab world? Open Information Science, 5(1), 124–139. https://doi.org/10.1515/opis-2020-0117

Fischer, F., Carow, F., & Gillitzer, S. (2021). Humor and Fear—Two Sides of the Same Coin?: Experimental Evidence on Humor Appeals in Health Communication Related to Childhood Vaccination. Frontiers in Public Health, 9, 649507. https://doi.org/10.3389/fpubh.2021.649507

França, G. S., Ribeiro, R. C., Soares, L. R., Calmoni, J., França, G. B. de, & Brito, P. E. (2021). The Flat Earth satire: Using science theater to debunk absurd theories. Geoscience Communication, 4, 297–301. https://doi.org/10.5194/gc-4-297-2021

Gao, H., Guo, D., Yin, H., Wu, J., Cao, Z., & Li, L. (2022). Strategies and effectiveness of the Chinese government debunking COVID-19 rumors on Sina Weibo: Evaluating from emotions. Journal Of Applied Communication Research, 50(6), 632–654. https://doi.org/10.1080/00909882.2022.2144409

García, X., Vizoso, Á., & Pérez­‑Seijo, S. (2019). Verification initiatives in the scenario of misinformation. Actants for integrated plans with multi-level strategies. Brazilian Journalism Research, 15, 614–635. https://doi.org/10.25200/BJR.v15n3.2019.1215

García­‑Marín, D. (2022). Viralizing the truth: Predictive factors of fact-checkers’ engagement on TikTok. Profesional de la Informacion, 31(2). https://doi.org/10.3145/epi.2022.mar.10

Garrett, R., & Poulsen, S. (2019). Flagging Facebook Falsehoods: Self­‑Identified Humor Warnings Outperform Fact Checker and Peer Warnings. Journal Of Computer­‑Mediated Communication, 24(5), 240–258. https://doi.org/10.1093/jcmc/zmz012

Gertrudix, M., Arcos, R., Cardarilli, M., & Arribas, C. (2022). Responses to digital disinformation as part of hybrid threats: A systematic review on the effects of disinformation and the effectiveness of fact-checking/debunking [version 1; peer review: 2 approved]. Open Research Europe, 2. https://doi.org/10.12688/openreseurope.14088.1

González, M. S., Gonzales, H. M. S., & Moreno, J. M. (2022). Editorial innovation on social networks of the #CoronavirusFactCheck Alliance Hispanic verifiers: Contents and vision of those responsible. Revista Latina de Comunicacion Social, 2022(80), 135–161. https://doi.org/10.4185/RLCS-2022-1535

Graves, L., & Konieczna, M. (2015). Sharing the News: Journalistic Collaboration as Field Repair. International Journal Of Communication, 9, 1966–1984. https://ijoc.org/index.php/ijoc/article/view/3381

Graves, L., Nyhan, B., & Reifler, J. (2016). Understanding Innovations in Journalistic Practice: A Field Experiment Examining Motivations for Fact­‑Checking. Journal Of Communication, 66(1), 102–138. https://doi.org/10.1111/jcom.12198

Grmuša, T., & Prelog, L. (2021). The Role of New Technologies in Combatting Fake News –Experiences and Challenges of Croatian Media Organisations. Medijske Studije, 11(22), 62–80. https://doi.org/10.20901/ms.11.22.4

Haigh, M., Haigh, T., & Kozak, N. (2018). Stopping Fake News: The work practices of peer-to-peer counter propaganda. Journalism Studies, 19(14), 2062–2087. https://doi.org/10.1080/1461670X.2017.1316681

Hameleers, M. (2022). Separating Truth From Lies: Comparing The Effects Of News Media Literacy Interventions And Fact­‑Checkers In Response To Political Misinformation In The US And Netherlands. Information, Communication & Society, 25(1), 110–126. https://doi.org/10.1080/1369118X.2020.1764603

Hammouchi, H., & Ghogho, M. (2022). Evidence­‑Aware Multilingual Fake News Detection. IEEE Access, 10, 116808–116818. https://doi.org/10.1109/ACCESS.2022.3220690

Himma­‑Kadakas, M., & Ojamets, I. (2022). Debunking False Information: Investigating Journalists’ Fact­‑Checking Skills. Digital Journalism, 10(5), 866–887. https://doi.org/10.1080/21670811.2022.2043173

Hoque, M., Ferdous, M., Khan, M., & Tarkoma, S. (2021). Real, Forged or Deep Fake? Enabling the Ground Truth on the Internet. IEEE Access, 9, 160471–160484. https://doi.org/10.1109/ACCESS.2021.3131517

Hornoiu, D. (2019). Some considerations on fake news detection. Analele Universitatii Ovidius Constanta, Seria Filologie, 30(2), 336–344. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090885811&partnerID=40&md5=f658ad53f3fda74c96f5f569c2f47e21

Horowitz, M., Cushion, S., Dragomir, M., Manjon, S., & Pantti, M. (2022). A Framework for Assessing the Role of Public Service Media Organizations in Countering Disinformation. Digital Journalism, 10(5), 843–865. https://doi.org/10.1080/21670811.2021.1987948

Hruschka, D. J., Schwartz, D., St.John, D. C., Picone­‑Decaro, E., Jenkins, R. A., & Carey, J. W. (2004). Reliability in Coding Open­‑Ended Data: Lessons Learned from HIV Behavioral Research. Field Methods, 16(3), 307–331. https://doi.org/10.1177/1525822X04266540

Hylton­‑Kong, T., Steiner, M. J., Bailey, A., Palazzi, M., & Gallo, M. F. (2021). Debunking myths about contraceptive safety among women in Kingston, Jamaica: Pilot randomized controlled trial. Contraception, 103(5), 356–360.

Jiang, X., & Zhang, J. (2016). A text visualization method for cross-domain research topic mining. Journal of Visualization, 19, 561–576. https://doi.org/10.1007/s12650-015-0323-9

Jo, H., Park, S., Shin, D., Shin, J., & Lee, C. (2022). Estimating cost of fighting against fake news during catastrophic situations. Telematics And Informatics, 66. https://doi.org/10.1016/j.tele.2021.101734

Juneström, A. (2021). An emerging genre of contemporary fact-checking. Journal of Documentation, 77(2), 501–517. https://www.emerald.com/insight/content/doi/10.1108/JD-05-2020-0083/full/html

Kapantai, E., Christopoulou, A., Berberidis, C., & Peristeras, V. (2021). A Systematic Literature Review on disinformation: Toward a unified taxonomical framework. New Media & Society, 23(5), 1301–1326. https://doi.org/10.1177/1461444820959296

Katsaounidou, A., Vrysis, L., Kotsakis, R., Dimoulas, C., & Veglis, A. (2019). MAthE the Game: A Serious Game for Education and Training in News Verification. Education Sciences, 9(2), 155–155. https://doi.org/10.3390/educsci9020155

Kim, S., & Chen, K. (2022). The use of emotions in conspiracy and debunking videos to engage publics on YouTube. New Media & Society. https://doi.org/10.1177/14614448221105877

King, K., Wang, B., Escobari, D., & Oraby, T. (2021). Dynamic Effects of Falsehoods and Corrections on Social Media: A Theoretical Modeling and Empirical Evidence. Journal Of Management Information Systems, 38(4), 989–1010. https://doi.org/10.1080/07421222.2021.1990611

Kitchenham, B., & Charters, S. (2007). Guidelines for performing Systematic Literature Reviews in software engineering. Technical report, EBSE Technical Report EBSE-2007-01.

Krause, N. M., Freiling, I., Beets, B., & Brossard, D. (2020). Fact-checking as risk communication: The multi-layered risk of misinformation in times of COVID-19. Journal of Risk Research, 23(7), 1052–1059. https://doi.org/10.1080/13669877.2020.1756385

Kuś, M., & Barczyszyn­‑Madziarz, P. (2020). Fact-checking initiatives as promoters of media and information literacy: The case of Poland. Central European Journal of Communication, 13, 249–265.

Lamprou, E., Antonopoulos, N., Anomeritou, I., & Apostolou, C. (2021). Characteristics of Fake News and Misinformation in Greece: The Rise of New Crowdsourcing­‑Based Journalistic Fact­‑Checking Models. Journalism and Media, 2(25), 417–439. https://doi.org/10.3390/journalmedia2030025

Lee, E., Lee, T., & Lee, B. (2022). Understanding the role of new media literacy in the diffusion of unverified information during the COVID-19 pandemic. New Media & Society. https://doi.org/10.1177/14614448221130955

Lelo, T. (2022). The Rise of the Brazilian Fact-checking Movement: Between Economic Sustainability and Editorial Independence. Journalism Studies, 23(9), 1077–1095. https://doi.org/10.1080/1461670X.2022.2069588

Lelo, T. V. (2022). Truth and hegemony in the journalistic strategies to deter disinformation. Comunicacao Midia e Consumo, 19(55), 250–269. https://doi.org/10.18568/cmc.v19i55.2637

León, B. L., Martínez­‑Costa, M.-P., Salaverría, R., López­‑Goñi, I. (2022). Health and science-related disinformation on COVID-19: A content analysis of hoaxes identified by fact-checkers in Spain. PLoS ONE, 17(4). https://doi.org/10.1371/journal.pone.0265995

Lewandowsky, S. (2021). Climate Change Disinformation and How to Combat It. Annual Review Of Public Health, 42, 1–21. https://doi.org/10.1146/annurev-publhealth-090419-102409

Lewandowsky, S., Ecker, U. K. H., Seifert, C. M., Schwarz, N., & Cook, J. (2012). Misinformation and Its Correction: Continued Influence and Successful Debiasing. Psychological Science in the Public Interest, 13(3), 106–131. https://doi.org/10.1177/1529100612451018

Liang, F., Zhu, Q., & Li, G. (2022). The Effects of Flagging Propaganda Sources on News Sharing: Quasi­‑Experimental Evidence from Twitter. International Journal Of Press­‑Politics. https://doi.org/10.1177/19401612221086905

Linder, R., Mohseni, S., Yang, F., Pentyala, S. K., Ragan, E. D., & Hu, X. B. (2021). How level of explanation detail affects human performance in interpretable intelligent systems: A study on explainable fact checking. Applied AI Letters, 2(4). https://doi.org/10.1002/ail2.49

Liu, M., & Rong, L. (2022). An online multi-dimensional opinion dynamic model with misinformation diffusion in emergency events. Journal of Information Science, 48(5), 640–659. https://doi.org/10.1177/0165551520977430

Long, N., Richardson, M., & Stahler, F. (2019). Media, fake news, and debunking. Economic Record, 95(310), 312–324. https://doi.org/10.1111/1475-4932.12487

Lotero­‑Echeverri, G., Romero­‑Rodríguez, L. M., & Pérez­‑Rodríguez, M. A. (2018). Fact-checking vs. Fake news: Confirmation journalism as a tool of media literacy against misinformation. Index Comunicación, 8(2), 295–316.

Ma, J., Gao, W., Joty, S., & Wong, K. (2020). An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks. Acm Transactions On Intelligent Systems AndTechnology, 11(4). https://doi.org/10.1145/3391250

Ma, S., Bergan, D., Ahn, S., Carnahan, D., Gimby, N., McGraw, J., & Virtue, I. (2022). Fact-checking as a deterrent? A conceptual replication of the influence of fact-checking on the sharing of misinformation by political elites. Human Communication Research. https://doi.org/10.1093/hcr/hqac031

Malik, A., Khan, M. L., & Quan­‑Haase, A. (2021). Public health agencies outreach through Instagram during the COVID-19 pandemic: Crisis and Emergency Risk Communication perspective. International Journal of Disaster Risk Reduction, 61, 102346. https://doi.org/10.1016/j.ijdrr.2021.102346

Mare, A., & Munoriyarwa, A. (2022). Guardians of truth? Fact-checking the ‘disinfodemic’ in Southern Africa during the COVID-19 pandemic. Journal Of African Media Studies, 14(1), 63–79. https://doi.org/10.1386/jams_00065_1

Martinez­‑Carrillo, N., & Tamul, D. (2019). (Re)constructing Professional Journalistic Practice in Mexico: Verificado’s Marketing of Legitimacy, Collaboration, and Pop Culture in Fact­‑Checking the 2018 Elections. International Journal Of Communication, 13, 2596-2618. https://ijoc.org/index.php/ijoc/article/view/10933

Martinez­‑Costa, M., Lopez­‑Pan, F., Buslon, N., & Salaverria, R. (2022). Nobody-fools-me perception: Influence of Age and Education on Overconfidence About Spotting Disinformation. Journalism Practice. https://doi.org/10.1080/17512786.2022.2135128

Meel, P., & Vishwakarma, D. K. (2020). Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities. Expert Systems with Applications, 153, 112986. https://doi.org/10.1016/j.eswa.2019.112986

Merpert, A., Furman, M., Anauati, M. V., Zommer, L., & Taylor, I. (2018). Is That Even Checkable? An Experimental Study in Identifying Checkable Statements in Political Discourse. Communication Research Reports, 35(1), 48–57. https://doi.org/10.1080/08824096.2017.1366303

Musi, E., & Reed, C. (2022). From fallacies to semi-fake news: Improving the identification of misinformation triggers across digital media. Discourse & Society, 33(3), 349–370. https://doi.org/10.1177/09579265221076609

Nabożny, A., Balcerzak, B., Morzy, M., Wierzbicki, A., Savov, P., & Warpechowski, K. (2022). Improving medical experts’ efficiency of misinformation detection: An exploratory study. World Wide Web: Internet and Web Information Systems, 1–26. https://doi.org/10.1007/s11280-022-01084-5

Naeem, S. B., & Bhatti, R. (2020). The Covid-19 ‘infodemic’: A new front for information professionals. Health Information and Libraries Journal, 37(3), 233–239. https://doi.org/10.1111/hir.12311

Nieminen, S., & Rapeli, L. (2019). Fighting misperceptions and doubting journalists’ objectivity: A review of fact-checking literature. Political Studies Review, 17(3), 296–309. https://doi.org/10.1177/1478929918786852

Nieminen, S., & Sankari, V. (2021). Checking PolitiFact’s Fact­‑Checks. Journalism Studies, 22(3), 358–378. https://doi.org/10.1080/1461670X.2021.1873818

Nissen, I., Walter, J., Charquero­‑Ballester, M., & Bechmann, A. (2022). Digital Infrastructures of COVID-19 Misinformation: A New Conceptual and Analytical Perspective on Fact­‑Checking. Digital Journalism, 10(5), 738–760. https://doi.org/10.1080/21670811.2022.2026795

Nyhan, B., & Reifler, J. (2010). When Corrections Fail: The Persistence of Political Misperceptions. Political Behavior, 32(2), 303–330. https://doi.org/10.1007/s11109-010-9112-2

Nyhan, B., & Reifler, J. (2015). The Effect of Fact­‑Checking on Elites: A Field Experiment on U.S. State Legislators. American Journal of Political Science, 59(3), 628–640. https://doi.org/10.1111/ajps.12162

Nyhan, B., Porter, E., Reifler, J., & Wood, T. (2020). Taking Fact­‑Checks Literally But Not Seriously? The Effects of Journalistic Fact­‑Checking on Factual Beliefs and Candidate Favorability. Political Behavior, 42(3), 939–960. https://doi.org/10.1007/s11109-019-09528-x

O’Connor, C., & Joffe, H. (2020). Intercoder Reliability in Qualitative Research: Debates and Practical Guidelines. International Journal of Qualitative Methods, 19. https://doi.org/10.1177/1609406919899220

Oeldorf­‑Hirsch, A., Schmierbach, M., Appelman, A., & Boyle, M. (2020). The Ineffectiveness of Fact-checking Labels on News Memes and Articles. Mass Communication And Society, 23(5), 682–704. https://doi.org/10.1080/15205436.2020.1733613

Opgenhaffen, M. (2021). Fact­‑Checking Interventions on Social Media Using Cartoon Figures: Lessons Learned from ‘the Tooties.’ Digital Journalism, 10(5), 888–911. https://doi.org/10.1080/21670811.2021.2011758

Palau­‑Sampio, D. (2018). Fact-checking and scrutiny of power: Supervision of public discourses in new media platforms from Latin America. Communication & Society­‑Spain, 31(3), 347–365. https://doi.org/10.15581/003.31.3.347-365

Palomo, B., & Sedano, J. (2018). WhatsApp as a verification tool for fake news. The case of B de Bulo. Revista Latina de Comunicacion Social, 2018(73), 1384–1397. https://doi.org/10.4185/RLCS-2018-1312

Palomo, B., & Sedano, J. (2021). Cross­‑Media Alliances to Stop Disinformation: A Real Solution? Media & Communication, 9(1), 239–250. https://www.researchgate.net/publication/349794727_Cross-Media_Alliances_to_Stop_Disinformation_A_Real_Solution

Parratt­‑Fernandez, S., Mayoral­‑Sanchez, J., & Mera­‑Fernandez, M. (2021). The application of artificial intelligence to journalism: An analysis of academic production. Profesional De La Informacion, 30(3). https://doi.org/10.3145/epi.2021.may.17

Pathak, A., Srihari, R., & Natu, N. (2021). Disinformation: Analysis and identification. Computational And Mathematical Organization Theory, 27(3), 357–375. https://doi.org/10.1007/s10588-021-09336-x

Perez­‑Curiel, C., Ruas­‑Araujo, J., & Rivas-de-Roca, R. (2022). When Politicians Meet Experts: Disinformation on Twitter About Covid-19 Vaccination. Media And Communication, 10(2), 157–168. https://doi.org/10.17645/mac.v10i2.4955

Radechovsky, J., Berger, P., & Wolling, J. (2019). Nothing’s gonna change my world—Or do journalistic clarifications help against rumors? Scm Studies In Communication And Media, 8(4), 497–522. https://doi.org/10.5771/2192-4007-2019-4-497

Reis, J. C. S., Melo, P., Garimella, K., & Benevenuto, F. (2020). Can WhatsApp benefit from debunked fact-checked stories to reduce misinformation? Harvard Kennedy School Misinformation Review, 1(5). https://doi.org/10.37016/mr-2020-035

Ribes, D., Hoffman, A., Slota, S., & Bowker, G. (2019). The logic of domains. Social Studies of Science, pp. 49, 281–309. https://doi.org/10.1177/0306312719849709.

Robertson, C. T., Mourão, R. R., & Thorson, E. (2020). Who Uses Fact­‑Checking Sites? The Impact of Demographics, Political Antecedents, and Media Use on Fact­‑Checking Site Awareness, Attitudes, and Behavior. International Journal of Press/Politics, 25(2), 217–237. https://doi.org/10.1177/1940161219898055

Rodríguez­‑Pérez, C., Paniagua­‑Rojano, F. J., & Magallón­‑Rosa, R. (2021). Debunking Political Disinformation through Journalists’ Perceptions: An Analysis of Colombia’s Fact­‑Checking News Practices. Media and Communication, 9(1), 264–275. https://doi.org/10.17645/mac.v9i1.3374

Roozenbeek, J., Linden, S. V. D., & Nygren, T. (2020). Prebunking interventions based on ‘inoculation’ theory can reduce susceptibility to misinformation across cultures. Harvard Kennedy School Misinformation Review, 1(2). https://doi.org/10.37016//mr-2020-008

Ruiz, M., Rubio, L., & Verdu, F. (2021). Fight Fake News. The Professional Profile Of The Information Verifier In Spain. Vivat Academia, 155, 265–294. https://doi.org/10.15178/va.2022.155.e1365

Sarelska, D., & Jenkins, J. (2022). Truth on Demand: Influences on How Journalists in Italy, Spain, and Bulgaria Responded to Covid-19 Misinformation and Disinformation. Journalism Practice. https://doi.org/10.1080/17512786.2022.2153075

Scharrer, L., Pape, V., & Stadtler, M. (2022). Watch Out: Fake! How Warning Labels Affect Laypeople’s Evaluation of Simplified Scientific Misinformation. Discourse Processes, 59(8), 575–590. https://doi.org/10.1080/0163853X.2022.2096364

Schudson, M. (2013). Reluctant Stewards: Journalism in a Democratic Society. Daedalus, 142(2), 159–176. https://doi.org/10.1162/DAED_a_00210

Schuetz, S., Sykes, T., & Venkatesh, V. (2021). Combating COVID-19 fake news on social media through fact checking: Antecedents and consequences. European Journal Of Information Systems, 30(4), 376–388. https://doi.org/10.1080/0960085X.2021.1895682

Sencan, I., & Soydal, I. (2023). Fact­‑Checking Behaviors Of Undergraduate Students. Information Development. https://doi.org/10.1177/02666669231156861

Seo, S. (2022). Why the media gets it wrong when it comes to North Korea: Cases of ‘dead’ North Koreans in the Kim Jong-un era. Journalism. https://doi.org/10.1177/14648849221105924

Shahzad, K., & Khan, S. (2022). Relationship between new media literacy (NML) and web-based fake news epidemic control: A systematic literature review. Global Knowledge Memory And Communication. https://doi.org/10.1108/GKMC-08-2022-0197

Sharma, U., Pandey, P., & Kumar, S. (2022). A Transformer­‑Based Model for Evaluation of Information Relevance in Online Social­‑Media: A Case Study of Covid-19 Media Posts. New Generation Computing, 40(4), 1029–1052. https://doi.org/10.1007/s00354-021-00151-1

Shin, J., & Thorson, K. (2017). Partisan Selective Sharing: The Biased Diffusion of Fact­‑Checking Messages on Social Media. Journal of Communication, 67(2), 233–255. https://doi.org/10.1111/jcom.12284

Sikder, O., Smith, R., Vivo, P., & Livan, G. (2020). A minimalistic model of bias, polarization and misinformation in social networks. Scientific Reports, 10(1). https://doi.org/10.1038/s41598-020-62085-w

Singer, J. (2020). Border patrol: The rise and role of fact-checkers and their challenge to journalists’ normative boundaries. Journalism, 22(8), 1929–1946. https://doi.org/10.1177/1464884920933137

Sivasankari, S., & Vadivu, G. (2021). Tracing the fake news propagation path using social network analysis. Soft Computing: A Fusion of Foundations, Methodologies and Applications, 1–9. https://doi.org/10.1007/s00500-021-06043-2

Smith, J. H., & Bastian, N. D. (2022). A ranked solution for social media fact checking using epidemic spread modeling. Information Sciences, 589, 550–563. https://doi.org/10.1016/j.ins.2022.01.002

Smyrnaios, N., Chauvet, S., & Marty, E. (2019). Journalistic Collaboration as a Response to Online Disinformation. Sur Le Journalisme, About Journalism, Sobre Jornalismo, 8(1), 68–81. http://www.surlejournalisme.com/rev

Soprano, M., Roitero, K., La Barbera, D., Ceolin, D., Spina, D., Mizzaro, S., & Demartini, G. (2021). The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. Information Processing & Management, 58(6). https://doi.org/10.1016/j.ipm.2021.102710

Stokes­‑Parish, J. (2022). Navigating credibility of online information during COVID-19: Using mnemonics to empower the public to spot red flags in health information online. Journal of Medical Internet Research, 24(6), e38269. https://doi.org/10.2196/38269

Sun, Y. (2022). Verification Upon Exposure to COVID-19 Misinformation: Predictors, Outcomes, and the Mediating Role of Verification. Science Communication, 44(3), 261–291. https://doi.org/10.1177/10755470221088927

Swire­‑Thompson, B., DeGutis, J., & Lazer, D. (2020). Searching for the Backfire Effect: Measurement and Design Considerations. Journal of Applied Research in Memory and Cognition, 9(3), 286–299. https://doi.org/10.1016/j.jarmac.2020.06.006

Tay, L. Q., Hurlstone, M. J., Kurz, T., & Ecker, U. K. H. (2022). A comparison of prebunking and debunking interventions for implied versus explicit misinformation. British Journal of Psychology, 113(3), 591–607. https://doi.org/10.1111/bjop.12551

Tebaldi, C., & Nygreen, K. (2022). Opening or Impasse? Critical Media Literacy Pedagogy in a Posttruth Era. Cultural Studies/Critical Methodologies, 22(2), 143–153.

Thanarak, R., & Ruangnapakul, N. (2021). Civic­‑Technology: Lesson Learned From Cofact, A Fact­‑Checking Platform In Thailand. Journal Of Engineering Science And Technology, 16, 137–143.

Thomson, T., Angus, D., Dootson, P., Hurcombe, E., & Smith, A. (2022). Visual Mis/disinformation in Journalism and Public Communications: Current Verification Practices, Challenges, and Future Opportunities. Journalism Practice, 16(5), 938–962. https://doi.org/10.1080/17512786.2020.1832139

Thornhill, C., Meeus, Q., Peperkamp, J., & Berendt, B. (2019). A Digital Nudge to Counter Confirmation Bias. Frontiers In Big Data, 2. https://doi.org/10.3389/fdata.2019.00011

Tian, Y., & Ding, X. (2019). Rumor spreading model with considering debunking behavior in emergencies. Applied Mathematics & Computation, 363(C). https://doi.org/DOI: 10.1016/j.amc.2019.124599

Tunçer, S., & Tam, M. S. (2022). The COVID-19 Infodemic: Misinformation About Health on Social Media in Istanbul. Türkiye İletişim Araştırmaları Dergisi, 40, 340–358. https://doi.org/10.17829/turcom.1050696

Ufarte­‑Ruiz, M., Galletero­‑Campos, B., & Lopez­‑Cepeda, A. (2020). Fact­‑Checking, a Public Service Value in the Face of the Hoaxes of the Healthcare Crisis. Tripodos, 47, 87–103. https://www.raco.cat/index.php/Tripodos/article/view/377176

Uscinski, J. E., & Butler, R. W. (2013). The Epistemology of Fact Checking. Critical Review, 25(2), 162–180. https://doi.org/10.1080/08913811.2013.843872

van der Linden, S., Roozenbeek, J., Maertens, R., Basol, M., Kacha, O., Rathje, S., & Traberg, C. S. (2021). How Can Psychological Science Help Counter the Spread of Fake News? Spanish Journal Of Psychology, 24. https://doi.org/10.1017/SJP.2021.23

Vraga, E., Kim, S., & Cook, J. (2019). Testing Logic-based and Humor-based Corrections for Science, Health, and Political Misinformation on Social Media. Journal Of Broadcasting & Electronic Media, 63(3), 393–414. https://doi.org/10.1080/08838151.2019.1653102

Vraga, E., Kim, S., Cook, J., & Bode, L. (2020). Testing the Effectiveness of Correction Placement and Type on Instagram. International Journal Of Press­‑Politics, 25(4), 632–652. https://doi.org/10.1177/1940161220919082

Vu, H., Baines, A., & Nguyen, N. (2022). Fact-checking Climate Change: An Analysis of Claims and Verification Practices by Fact-checkers in Four Countries. Journalism & Mass Communication Quarterly. https://doi.org/10.1177/10776990221138058

Walter, N., Cohen, J., Holbert, R., & Morag, Y. (2020). Fact­‑Checking: A Meta­‑Analysis of What Works and for Whom. Political Communication, 37(3), 350–375. https://doi.org/10.1080/10584609.2019.1668894

Winters, M., Oppenheim, B., Sengeh, P., Jalloh, M. B., Webber, N., Pratt, S. A., Leigh, B., Molsted­‑Alvesson, H., Zeebari, Z., Sundberg, C. J., Jalloh, M. F., & Nordenstedt, H. (2021). Debunking highly prevalent health misinformation using audio dramas delivered by WhatsApp: Evidence from a randomised controlled trial in Sierra Leone. BMJ Global Health, 6(11). https://doi.org/10.1136/bmjgh-2021-006954

Wintersieck, A. L. (2017). Debating the Truth: The Impact of Fact­‑Checking During Electoral Debates. American Politics Research, 45(2), 304–331. https://doi.org/10.1177/1532673X16686555

Wood, T., & Porter, E. (2018). The Elusive Backfire Effect: Mass Attitudes’ Steadfast Factual Adherence. Political Behavior, 41(1), 135–163. https://doi.org/10.1007/s11109-018-9443-y

Young, D. L G., Holbert, R. L., & Jamieson, K. H. (2014). Successful Practices For The Strategic Use Of Political Parody And Satire: Lessons From The P6 Symposium And The 2012 Election Campaign. American Behavioral Scientist, 58(9), 1111–1130. Https://Doi.Org/10.1177/0002764213506213

Yu, W., Payton, B., Sun, M., Jia, W., & Huang, G. (2023). Toward an integrated framework for misinformation and correction sharing: A systematic review across domains. New Media & Society. https://doi.org/10.1177/14614448221116569

Zhou, X. Y., & Zafarani, R. (2020). A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities. ACM Computing Surveys, 53(5). https://doi.org/10.1145/3395046

Downloads

Published

2026-04-17

How to Cite

Klaassen, M., Bucholtz, I., Himma, M., & Lepik-Verliin, K. (2026). Unveiling The Many Faces of Fact-Checking: State of the Art of Academic Research on Information Correction. Central European Journal of Communication, 18(3(41), 427-446. https://doi.org/10.51480/1899-5101.18.3(41).826

Issue

Section

Scientific Papers