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A Bibliometric Approach to the Concept of Disinformation in Social Media

Year 2025, Volume: 12 Issue: 1, 115 - 138, 30.01.2025

Abstract

The use of social media by everyone of all ages, times, and places makes it easier for people to share and exchange information. However, it also leads to an increase in information distortions such as fake news and disinformation. The study uses bibliometric analysis to comprehensively reveal the general trends and academic perspectives of academic publications on disinformation and fake news in social media. A total of 490 articles published in scholarly peer-reviewed journals indexed in WoS between 2015 and 2024 were analyzed by the VOSviewer bibliometric analysis program according to field, year, author, index, journal, country, language, citation, and keyword criteria. More than half of these articles (55.10%) belong to articles in the Social Sciences Citation Index (SSCI). The United States of America is the country with the highest number of publications with 180 articles. Communication is the most cited topic in the articles by 65.30%. The journal that published the most articles on social media and disinformation is the Journal of Medical Internet Research with 12 articles. “Social media (280)”, ‘fake news (162)’ and ‘misinformation (160)’ are the most frequently used keywords in the articles.

References

  • Adebesin, F., Smuts, H., Mawela, T., Maramba, G. ve Hattingh, M. (2023). The Role of Social Media in Health Misinformation and Disinformation During the COVID-19 Pandemic: Bibliometric Analysis. JMIR Infodemiology, 3, e48620. https://doi.org/10.2196/48620
  • Akram, M., Nasar, A. ve Ayaz, A. (2022). A Bibliometric Analysis of Disinformation through Social Media. Online Journal of Communication and Media Technologies, 12, e202242. https://doi.org/10.30935/ojcmt/12545
  • Allcott, H. ve Gentzkow, M. (2017). Social Media and Fake News in the 2016 Election. Journal of Economic Perspectives, 31, 211-236. https://doi.org/10.1257/jep.31.2.211
  • Allcott, H., Gentzkow, M. ve Yu, C. (2019). Trends in the diffusion of misinformation on social media. Research & Politics, 6(2), 2053168019848554. https://doi.org/10.1177/2053168019848554
  • Apuke, O. D. ve Omar, B. (2021). Fake news and COVID-19: modelling the predictors of fake news sharing among social media users. Telematics and Informatics, 56, 101475. https://doi.org/https://doi.org/10.1016/j.tele.2020.101475
  • Arslan, Ş. (2022). Sosyal Medya ve Dezenformasyon Tehdidinde Gazetecilik. Aksaray İletişim Dergisi, 4(2), 107-134. https://doi.org/10.47771/aid.1102392
  • Bayraktar, R. (2023). Dijital Çağda Dezenformasyon. In A. Köseoğlu (Ed.), Dijital Çağda Medya (pp. 49-66). Eğitim Kitabevi.
  • Bode, L. ve Vraga, E. (2015). In Related News, That Was Wrong: The Correction of Misinformation Through Related Stories Functionality in Social Media. Journal of Communication, 65. https://doi.org/10.1111/jcom.12166
  • Bode, L. ve Vraga, E. K. (2018). See Something, Say Something: Correction of Global Health Misinformation on Social Media. Health Communication, 33(9), 1131-1140. https://doi.org/10.1080/10410236.2017.1331312
  • Brady, W., Crockett, M. ve Van Bavel, J. (2020). The MAD Model of Moral Contagion: The Role of Motivation, Attention, and Design in the Spread of Moralized Content Online. Perspectives on Psychological Science, 15, 174569162091733. https://doi.org/10.1177/1745691620917336
  • Çömlekçi, M. F. (2019). Disinformation on Social Media and Practices Of Fact-Checking Platforms [Disinformation on social media and practices of fact-checking platforms]. Gumushane University e-Journal of Faculty of Communication (e-GİFDER), 7(3), 1549-1563. https://doi.org/10.19145/e-gifder.583825
  • Ding, Y., Wang, Y. ve Wang, Y. (2021, 13-15 Aug. 2021). It's Time to Confront Fake News and Rumors on Social Media: A Bibliometric Study Based on VOSviewer. 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology (CCET),
  • Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. ve Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133. https://doi.org/10.1016/j.jbusres.2021.04.070
  • Duncombe, C. (2019). Digital Diplomacy: Emotion and Identity in the Public Realm. The Hague Journal of Diplomacy, 14, 102-116. https://doi.org/10.1163/1871191X-14101016
  • Erdoğan, E., Uyan-Semerci, P., Eyolcu-Kafalı, B. ve Çaytaş, Ş. (2022). İnfodemi ve Bilgi Düzensizlikleri: Kavramlar, Nedenler ve Çözümler. İstanbul Bilgi Üniversitesi Yayınları.
  • Guess, A. M., Lerner, M., Lyons, B., Montgomery, J. M., Nyhan, B., Reifler, J. ve Sircar, N. (2020). A digital media literacy intervention increases discernment between mainstream and false news in the United States and India. Proc Natl Acad Sci U S A, 117(27), 15536-15545. https://doi.org/10.1073/pnas.1920498117
  • Gunawan, B., Ratmono, B., Gafar Abdullah, A., Sadida, N., Kaprisma, H. ve Ijost, I. (2022). Research Mapping in the Use of Technology for Fake News Detection: Bibliometric Analysis from 2011 to 2021. Indonesian Journal of Science and Technology, 7, 471-496. https://doi.org/10.17509/ijost.v7i3
  • Hameleers, M., Powell, T., van der Meer, T. ve Bos, L. (2020). A Picture Paints a Thousand Lies? The Effects and Mechanisms of Multimodal Disinformation and Rebuttals Disseminated via Social Media. Political Communication, 37, 1-21. https://doi.org/10.1080/10584609.2019.1674979
  • Hamm, B. L. (2020). The Few Faces of Disinformation. Retrieved 24.07.2024 from https://www.disinfo.eu/publications/the-few-faces-of-disinformation/
  • Karlova, N. A. ve Fisher, K. E. (2013). A social diffusion model of misinformation and disinformation for understanding human information behaviour. Information Research, 18(1), 573.
  • Kırdemir, B. (2020). Türkiye'nin Dezenformasyon Ekosistemi: Genel Bakış. Siber Politikalar ve Dijital Demokrasi, Ekonomi ve Dış Politika Araştırmalar Merkezi EDAM, 4, 1-29. https://www.jstor.org/stable/resrep26095
  • Kosa, G. (2024). Dijital Vatandaşlık ve Medya Okuryazarlığı: Dijital Dünyada Güvende Kalmak. In G. K. Makbule Evrim Gülsünler, Bahadır Avşar (Ed.), Dijital Çağın Karanlık Yüzü: Teknoloji, Siyaset ve Güvenlikte Dezenformasyon (pp. 161-182). Gazi Kitabevi.
  • Navarro-Sierra, N., Magro-Vela, S. ve Vinader-Segura, R. (2024). Research on Disinformation in Academic Studies: Perspectives through a Bibliometric Analysis. Publications, 12(2).
  • Pari Tito, F., García Peñalvo, F. J. ve Pérez Postigo, G. (2022). Bibliometric analysis of media disinformation and fake news in social networks / Análisis bibliométrico de la desinformación mediática y fake news en las redes sociales. Universidad y Sociedad, 14(S2), 37-45. https://produccioncientifica.usal.es/documentos/626d90ca3541a83b39a1cd80
  • Patra, R. K., Pandey, N. ve Sudarsan, D. (2023). Bibliometric analysis of fake news indexed in Web of Science and Scopus (2001-2020). Global Knowledge, Memory and Communication, 72(6/7), 628-647. https://doi.org/10.1108/GKMC-11-2021-0177
  • Pennycook, G. (2019). Fighting misinformation on social media using crowdsourced judgments of news source quality. Proceedings of the National Academy of Sciences, 116, 201806781. https://doi.org/10.1073/pnas.1806781116
  • Pennycook, G., McPhetres, J., Zhang, Y., Lu, J. G. ve Rand, D. G. (2020). Fighting COVID-19 Misinformation on Social Media: Experimental Evidence for a Scalable Accuracy-Nudge Intervention. Psychol Sci, 31(7), 770-780. https://doi.org/10.1177/0956797620939054
  • Sanlav, Ü. (2018). Sosyal Medya Trolleri Kitleleri Manipüle Edebiliyor. Retrieved 23.07.2024 from https://www.milliyet.com.tr/yerel-haberler/istanbul/sosyal-medya-trolleri-kitleleri-manipule-edebiliyor-13023482
  • Shu, K., Bhattacharjee, A., Alatawi, F., Nazer, T. H., Ding, K., Karami, M. ve Liu, H. (2020). Combating disinformation in a social media age. WIREs Data Mining and Knowledge Discovery, 10. https://doi.org/10.1002/widm.1385
  • Shu, K., Mahudeswaran, D., Wang, S., Lee, D. ve Liu, H. (2020). FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media. Big Data, 8(3), 171-188. https://doi.org/10.1089/big.2020.0062
  • Shu, K., Wang, S., Lee, D. ve Liu, H. (2020). Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements. In (pp. 1-19). Springer International Publishing https://doi.org/10.1007/978-3-030-42699-6_1
  • Şeker, A. U. (2023). AB en fazla dezenformasyonu X'te buldu. Retrieved 23.07.2024 from https://www.aa.com.tr/tr/dunya/ab-en-fazla-dezenformasyonu-xte-buldu/3001302
  • Talwar, S., Dhir, A., Kaur, P., Zafar, N. ve Alrasheedy, M. (2019). Why do people share fake news? Associations between the dark side of social media use and fake news sharing behavior. Journal of Retailing and Consumer Services, 51, 72-82. https://doi.org/https://doi.org/10.1016/j.jretconser.2019.05.026
  • Ulusu, L. (2024). Algoritmalar, viraller, botlar: Sosyal medyada dezenformasyon nasıl gerçekleşiyor? Retrieved 23.07.2024 from https://edtx.sol.org.tr/haber/algoritmalar-viraller-botlar-sosyal-medyada-dezenformasyon-nasil-gerceklesiyor-394174
  • Vraga, E. K. ve Bode, L. (2017). Using Expert Sources to Correct Health Misinformation in Social Media. Science Communication, 39(5), 621-645. https://doi.org/10.1177/1075547017731776
  • Wang, S., Su, F., Ye, L. ve Jing, Y. (2022). Disinformation: A Bibliometric Review. Int J Environ Res Public Health, 19(24). https://doi.org/10.3390/ijerph192416849
  • Wardle, C. ve Derakhshan, H. (2017). Information disorder: Toward an interdisciplinary framework for research and policymaking (Vol. 27). Council of Europe Strasbourg.
  • Yeung, A. W. K., Tosevska, A., Klager, E., Eibensteiner, F., Tsagkaris, C., Parvanov, E. D., Nawaz, F. A., Völkl-Kernstock, S., Schaden, E., Kletecka-Pulker, M., Willschke, H. ve Atanasov, A. G. (2022). Medical and Health-Related Misinformation on Social Media: Bibliometric Study of the Scientific Literature. J Med Internet Res, 24(1), e28152. https://doi.org/10.2196/28152

Sosyal Medyada Dezenformasyon Kavramına Bibliyometrik Bir Bakış

Year 2025, Volume: 12 Issue: 1, 115 - 138, 30.01.2025

Abstract

Sosyal medyanın yaş, zaman ve mekân sınırı olmadan herkes tarafından kullanılması, insanların bilgi paylaşmasını ve değiş tokuş etmesini kolaylaştırmakta ancak yalan haber, dezenformasyon gibi bilgi bozukluklarının artmasına da neden olmaktadır. Sosyal medyada dezenformasyon ve yalan haber (fake news) konularında yapılan akademik yayınların, bu alandaki genel eğilimleri ve akademik bakış açılarını kapsamlı bir şekilde ortaya koyabilmeyi amaçlayan bu çalışmada, bibliyometrik analiz kullanılmıştır. 2015-2024 yılları arasında WoS’ta taranan akademik hakemli dergilerde yayınlanan, 490 makale VOSviewer bibliyometrik analiz programıyla, alan, yıl, yazar, indeks, dergi, ülke, dil, atıf ve anahtar sözcük kriterlerine göre incelenmiştir. Bu makalelerin yarısından fazlası (%55,10) Social Sciences Citation Index (SSCI)’te yer alan makalelere aittir. Amerika Birleşik Devletleri, 180 makale ile en fazla yayını yapan ülkedir. Makalelerde atıf yapılan konuların başında, %65,30 ile iletişim gelmektedir. Sosyal medya ve dezenformasyon konusunda en fazla makale yayınlayan dergi ise 12 makale ile Journal of Medical Internet Research isimli dergidir. Ele alınan makalelerde “sosyal medya (280)”, “fake news (162) “ve “yanlış bilgi(misinformatin) (160)” en fazla kullanılan anahtar kelimelerdir.

References

  • Adebesin, F., Smuts, H., Mawela, T., Maramba, G. ve Hattingh, M. (2023). The Role of Social Media in Health Misinformation and Disinformation During the COVID-19 Pandemic: Bibliometric Analysis. JMIR Infodemiology, 3, e48620. https://doi.org/10.2196/48620
  • Akram, M., Nasar, A. ve Ayaz, A. (2022). A Bibliometric Analysis of Disinformation through Social Media. Online Journal of Communication and Media Technologies, 12, e202242. https://doi.org/10.30935/ojcmt/12545
  • Allcott, H. ve Gentzkow, M. (2017). Social Media and Fake News in the 2016 Election. Journal of Economic Perspectives, 31, 211-236. https://doi.org/10.1257/jep.31.2.211
  • Allcott, H., Gentzkow, M. ve Yu, C. (2019). Trends in the diffusion of misinformation on social media. Research & Politics, 6(2), 2053168019848554. https://doi.org/10.1177/2053168019848554
  • Apuke, O. D. ve Omar, B. (2021). Fake news and COVID-19: modelling the predictors of fake news sharing among social media users. Telematics and Informatics, 56, 101475. https://doi.org/https://doi.org/10.1016/j.tele.2020.101475
  • Arslan, Ş. (2022). Sosyal Medya ve Dezenformasyon Tehdidinde Gazetecilik. Aksaray İletişim Dergisi, 4(2), 107-134. https://doi.org/10.47771/aid.1102392
  • Bayraktar, R. (2023). Dijital Çağda Dezenformasyon. In A. Köseoğlu (Ed.), Dijital Çağda Medya (pp. 49-66). Eğitim Kitabevi.
  • Bode, L. ve Vraga, E. (2015). In Related News, That Was Wrong: The Correction of Misinformation Through Related Stories Functionality in Social Media. Journal of Communication, 65. https://doi.org/10.1111/jcom.12166
  • Bode, L. ve Vraga, E. K. (2018). See Something, Say Something: Correction of Global Health Misinformation on Social Media. Health Communication, 33(9), 1131-1140. https://doi.org/10.1080/10410236.2017.1331312
  • Brady, W., Crockett, M. ve Van Bavel, J. (2020). The MAD Model of Moral Contagion: The Role of Motivation, Attention, and Design in the Spread of Moralized Content Online. Perspectives on Psychological Science, 15, 174569162091733. https://doi.org/10.1177/1745691620917336
  • Çömlekçi, M. F. (2019). Disinformation on Social Media and Practices Of Fact-Checking Platforms [Disinformation on social media and practices of fact-checking platforms]. Gumushane University e-Journal of Faculty of Communication (e-GİFDER), 7(3), 1549-1563. https://doi.org/10.19145/e-gifder.583825
  • Ding, Y., Wang, Y. ve Wang, Y. (2021, 13-15 Aug. 2021). It's Time to Confront Fake News and Rumors on Social Media: A Bibliometric Study Based on VOSviewer. 2021 IEEE 4th International Conference on Computer and Communication Engineering Technology (CCET),
  • Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. ve Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133. https://doi.org/10.1016/j.jbusres.2021.04.070
  • Duncombe, C. (2019). Digital Diplomacy: Emotion and Identity in the Public Realm. The Hague Journal of Diplomacy, 14, 102-116. https://doi.org/10.1163/1871191X-14101016
  • Erdoğan, E., Uyan-Semerci, P., Eyolcu-Kafalı, B. ve Çaytaş, Ş. (2022). İnfodemi ve Bilgi Düzensizlikleri: Kavramlar, Nedenler ve Çözümler. İstanbul Bilgi Üniversitesi Yayınları.
  • Guess, A. M., Lerner, M., Lyons, B., Montgomery, J. M., Nyhan, B., Reifler, J. ve Sircar, N. (2020). A digital media literacy intervention increases discernment between mainstream and false news in the United States and India. Proc Natl Acad Sci U S A, 117(27), 15536-15545. https://doi.org/10.1073/pnas.1920498117
  • Gunawan, B., Ratmono, B., Gafar Abdullah, A., Sadida, N., Kaprisma, H. ve Ijost, I. (2022). Research Mapping in the Use of Technology for Fake News Detection: Bibliometric Analysis from 2011 to 2021. Indonesian Journal of Science and Technology, 7, 471-496. https://doi.org/10.17509/ijost.v7i3
  • Hameleers, M., Powell, T., van der Meer, T. ve Bos, L. (2020). A Picture Paints a Thousand Lies? The Effects and Mechanisms of Multimodal Disinformation and Rebuttals Disseminated via Social Media. Political Communication, 37, 1-21. https://doi.org/10.1080/10584609.2019.1674979
  • Hamm, B. L. (2020). The Few Faces of Disinformation. Retrieved 24.07.2024 from https://www.disinfo.eu/publications/the-few-faces-of-disinformation/
  • Karlova, N. A. ve Fisher, K. E. (2013). A social diffusion model of misinformation and disinformation for understanding human information behaviour. Information Research, 18(1), 573.
  • Kırdemir, B. (2020). Türkiye'nin Dezenformasyon Ekosistemi: Genel Bakış. Siber Politikalar ve Dijital Demokrasi, Ekonomi ve Dış Politika Araştırmalar Merkezi EDAM, 4, 1-29. https://www.jstor.org/stable/resrep26095
  • Kosa, G. (2024). Dijital Vatandaşlık ve Medya Okuryazarlığı: Dijital Dünyada Güvende Kalmak. In G. K. Makbule Evrim Gülsünler, Bahadır Avşar (Ed.), Dijital Çağın Karanlık Yüzü: Teknoloji, Siyaset ve Güvenlikte Dezenformasyon (pp. 161-182). Gazi Kitabevi.
  • Navarro-Sierra, N., Magro-Vela, S. ve Vinader-Segura, R. (2024). Research on Disinformation in Academic Studies: Perspectives through a Bibliometric Analysis. Publications, 12(2).
  • Pari Tito, F., García Peñalvo, F. J. ve Pérez Postigo, G. (2022). Bibliometric analysis of media disinformation and fake news in social networks / Análisis bibliométrico de la desinformación mediática y fake news en las redes sociales. Universidad y Sociedad, 14(S2), 37-45. https://produccioncientifica.usal.es/documentos/626d90ca3541a83b39a1cd80
  • Patra, R. K., Pandey, N. ve Sudarsan, D. (2023). Bibliometric analysis of fake news indexed in Web of Science and Scopus (2001-2020). Global Knowledge, Memory and Communication, 72(6/7), 628-647. https://doi.org/10.1108/GKMC-11-2021-0177
  • Pennycook, G. (2019). Fighting misinformation on social media using crowdsourced judgments of news source quality. Proceedings of the National Academy of Sciences, 116, 201806781. https://doi.org/10.1073/pnas.1806781116
  • Pennycook, G., McPhetres, J., Zhang, Y., Lu, J. G. ve Rand, D. G. (2020). Fighting COVID-19 Misinformation on Social Media: Experimental Evidence for a Scalable Accuracy-Nudge Intervention. Psychol Sci, 31(7), 770-780. https://doi.org/10.1177/0956797620939054
  • Sanlav, Ü. (2018). Sosyal Medya Trolleri Kitleleri Manipüle Edebiliyor. Retrieved 23.07.2024 from https://www.milliyet.com.tr/yerel-haberler/istanbul/sosyal-medya-trolleri-kitleleri-manipule-edebiliyor-13023482
  • Shu, K., Bhattacharjee, A., Alatawi, F., Nazer, T. H., Ding, K., Karami, M. ve Liu, H. (2020). Combating disinformation in a social media age. WIREs Data Mining and Knowledge Discovery, 10. https://doi.org/10.1002/widm.1385
  • Shu, K., Mahudeswaran, D., Wang, S., Lee, D. ve Liu, H. (2020). FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media. Big Data, 8(3), 171-188. https://doi.org/10.1089/big.2020.0062
  • Shu, K., Wang, S., Lee, D. ve Liu, H. (2020). Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements. In (pp. 1-19). Springer International Publishing https://doi.org/10.1007/978-3-030-42699-6_1
  • Şeker, A. U. (2023). AB en fazla dezenformasyonu X'te buldu. Retrieved 23.07.2024 from https://www.aa.com.tr/tr/dunya/ab-en-fazla-dezenformasyonu-xte-buldu/3001302
  • Talwar, S., Dhir, A., Kaur, P., Zafar, N. ve Alrasheedy, M. (2019). Why do people share fake news? Associations between the dark side of social media use and fake news sharing behavior. Journal of Retailing and Consumer Services, 51, 72-82. https://doi.org/https://doi.org/10.1016/j.jretconser.2019.05.026
  • Ulusu, L. (2024). Algoritmalar, viraller, botlar: Sosyal medyada dezenformasyon nasıl gerçekleşiyor? Retrieved 23.07.2024 from https://edtx.sol.org.tr/haber/algoritmalar-viraller-botlar-sosyal-medyada-dezenformasyon-nasil-gerceklesiyor-394174
  • Vraga, E. K. ve Bode, L. (2017). Using Expert Sources to Correct Health Misinformation in Social Media. Science Communication, 39(5), 621-645. https://doi.org/10.1177/1075547017731776
  • Wang, S., Su, F., Ye, L. ve Jing, Y. (2022). Disinformation: A Bibliometric Review. Int J Environ Res Public Health, 19(24). https://doi.org/10.3390/ijerph192416849
  • Wardle, C. ve Derakhshan, H. (2017). Information disorder: Toward an interdisciplinary framework for research and policymaking (Vol. 27). Council of Europe Strasbourg.
  • Yeung, A. W. K., Tosevska, A., Klager, E., Eibensteiner, F., Tsagkaris, C., Parvanov, E. D., Nawaz, F. A., Völkl-Kernstock, S., Schaden, E., Kletecka-Pulker, M., Willschke, H. ve Atanasov, A. G. (2022). Medical and Health-Related Misinformation on Social Media: Bibliometric Study of the Scientific Literature. J Med Internet Res, 24(1), e28152. https://doi.org/10.2196/28152
There are 38 citations in total.

Details

Primary Language Turkish
Subjects Social Media Studies
Journal Section Türkçe Araştırma Makaleleri
Authors

Havva Nur Tarakcı 0000-0003-4313-9427

Publication Date January 30, 2025
Submission Date August 1, 2024
Acceptance Date December 2, 2024
Published in Issue Year 2025 Volume: 12 Issue: 1

Cite

APA Tarakcı, H. N. (2025). Sosyal Medyada Dezenformasyon Kavramına Bibliyometrik Bir Bakış. Erciyes İletişim Dergisi, 12(1), 115-138.