Patriotic Discourse in Runet: Before and after February 24, 2022

Authors

DOI:

https://doi.org/10.14515/monitoring.2024.2.2515

Keywords:

patriotism, SMO in Ukraine, Runet, social media, text analysis, rally 'round the flag effect

Abstract

The patriotic upsurge recorded after February 24, 2022 found a very peculiar reflection in the Russian-language segment of the Internet. Although the pollsters are almost unanimous in the fact that the social well-being of citizens and their attitude towards the authorities have improved, the digital footprints of these changes are not so noticeable — from the outside, only the increased polarization along the for — against line is visible. This study measures the immediate (short-term) effect that the onset of the special military operation in Ukraine had on the sentiment of the Russian Internet users. Based on a sentiment analysis of over 300 thousand publications on social networks, the author shows that the online environment almost did not accept the consensus that, apparently, had developed in the offline space. The results of regression and thematic analysis show a slight but statistically significant increase in negativity in Internet publications on topics related to patriotism after the onset of the special military operation. The second turning point in terms of the tone of publications on the topic of patriotism was the adoption of the law on discrediting the army on March 4, 2022 — at this point the probability of seeing a positive post increases. In addition, the analysis shows that the use of Russian social networks is consistently associated with a more positive tone of the messages compared to foreign ones. The author suggests that the reason for the observed contradiction lies in the specifics of the Runet audience, which is more prone to political activism and identity demonstration compared to the general population of the country.

Acknowledgements. The author expresses sincere gratitude to Daria Salnikova for edits and assistance in developing the study design.@font-face {font-family:"Cambria Math"; panose-1:2 4 5 3 5 4 6 3 2 4; mso-font-charset:0; mso-generic-font-family:roman; mso-font-pitch:variable; mso-font-signature:-536870145 1107305727 0 0 415 0;}@font-face {font-family:Aptos; panose-1:2 11 0 4 2 2 2 2 2 4; mso-font-charset:0; mso-generic-font-family:swiss; mso-font-pitch:variable; mso-font-signature:536871559 3 0 0 415 0;}p.MsoNormal, li.MsoNormal, div.MsoNormal {mso-style-unhide:no; mso-style-qformat:yes; mso-style-parent:""; margin:0cm; mso-pagination:widow-orphan; font-size:12.0pt; font-family:"Aptos",sans-serif; mso-ascii-font-family:Aptos; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:Aptos; mso-fareast-theme-font:minor-latin; mso-hansi-font-family:Aptos; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi; mso-fareast-language:EN-US;}span.rynqvb {mso-style-name:rynqvb; mso-style-unhide:no;}span.hwtze {mso-style-name:hwtze; mso-style-unhide:no;}.MsoChpDefault {mso-style-type:export-only; mso-default-props:yes; mso-ascii-font-family:Aptos; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:Aptos; mso-fareast-theme-font:minor-latin; mso-hansi-font-family:Aptos; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi; mso-font-kerning:0pt; mso-ligatures:none; mso-fareast-language:EN-US;}div.WordSection1 {page:WordSection1;}

Author Biography

Ivan A. Ankudinov, HSE University

  • HSE University, Moscow, Russia
    • Teaching Assistant, School of Politics and Governance, Faculty of Social Sciences

References

Ахременко А. С., Беленков В. Е., Петров А. П. Логика протестных кампаний: от эмпирических данных к динамическим моделям (и обратно) // Полис. Политические исследования. 2021. № 3. С. 147―165. https://doi.org/10.17976/jpps/2021.03.10.

Akhremenko A. S., Belenkov V. E., Petrov A. P. (2021) The Logic of Protest Campaigns: From Empirical Data to Dynamic Models (and Back). Polis. Political Studies. No. 3. P. 147―165. https://doi.org/10.17976/jpps/2021.03.10. (In Russ.)

Ахременко А. С., Стукал Д. К., Петров А. П. Сеть или текст? Факторы распространения протеста в социальных медиа: теория и анализ данных // Полис. Политические исследования. 2020. № 2. С. 73―91. https://doi.org/10.17976/jpps/2020.02.06.

Akhremenko A. S., Stukal D. K., Petrov A. P. (2020) Network vs Message in Protest Diffusion on Social Media: Theoretical and Data Analytics Perspectives. Polis. Political Studies. No. 2. P. 73―91. https://doi.org/10.17976/jpps/2020.02.06. (In Russ.)

Казун А. Д. Эффект “rally around the flag”. Как и почему растет поддержка власти во время трагедий и международных конфликтов? // Полис. Политические исследования. 2017. № 1. С. 136―146. http://dx.doi.org/10.17976/jpps/2017.01.12.

Kazun A. D. (2017) “Rally Around the Flag” Effect. How and Why Support of the Authorities Grow During International Conflicts and Tragedies? Polis. Political Studies. No. 1. P. 136―146. http://dx.doi.org/10.17976/jpps/2017.01.12. (In Russ.)

Кислицына О. А. Национальная гордость и проявление патриотизма // Наука. Культура. Общество. 2011. № 1. С. 26―36.

Kislitsyna O. A. (2011) National Pride and Manifestation of Patriotism. Science. Culture. Society. No. 1. P. 26―36. (In Russ.)

Кольцова О. Ю., Киркиж Э. А. Влияние интернета на участие в протестах // Полития. 2016. № 1. С. 90―110.

Koltsova O. Yu., Kirkizh E. A. (2016) Influence of the Internet on Participation in Protests. Politeia. No. 1. P. 90―110. (In Russ.)

Кольцова О., Маслинский А. Выявление тематической структуры российской блогосферы: автоматические методы анализа текстов // Социология: Методология, методы, математическое моделирование. 2013. № 36. С. 113―139.

Koltsova O., Maslinsky A. (2013) Identifying the Thematic Structure of the Russian Blogosphere: Automatic Text Analysis Methods. Sociology: Methodology, Methods, Mathematical Modeling. No. 36. P. 113―139. (In Russ.)

Сикевич З. В., Федорова А. А. Границы русского патриотизма (опыт нереактивного и классического исследования) // Социологические исследования. 2021. № 6. С. 134―146. https://doi.org/10.31857/S013216250014126-1.

Sikevich Z. V., Fedorova A. A. (2021) Boundaries of Russian Patriotism (The Case of Non-Reactive Classic Research). Sotsiologicheskie Issledovaniya. P. 134―146. https://doi.org/10.31857/S013216250014126-1. (In Russ.)

Стукал Д. К., Ахременко А. С., Петров А. П. Аффективная политическая поляризация и язык ненависти: созданы друг для друга? // Вестник Российского университета дружбы народов. Серия: Политология. 2022. Т. 24. № 3. С. 480―498. https://doi.org/10.22363/2313-1438-2022-24-3-480-498.

Stukal D. K., Akhremenko A. S., Petrov A. P. (2022) Affective Political Polarization and Hate Speech: Made for Each Other? RUDN Journal of Political Science. Vol. 24. No. 3. P. 480―498. https://doi.org/10.22363/2313-1438-2022-24-3-480-498. (In Russ.)

Трофимова И. Н. Гражданский активизм в современном российском обществе: особенности локализации // Социологические исследования. 2015. № 4. С. 72―77.

Trofimova I. N. (2015) Civic Activism in Modern Russian Society: Features of Localization. Sotsiologicheskie Issledovaniya. No. 4. P. 72―77. (In Russ.)

Alyukov M., Kunilovskaya M., Semenov A. (2023) Wartime Media Monitor (WarMM-2022): A Study of Information Manipulation on Russian Social Media during the Russia-Ukraine War. In: Proceedings of the 7th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. Dubrovnik, Croatia: Association for Computational Linguistics. P. 152―161. https://doi.org/10.18653/v1/2023.latechclfl-1.17.

Aznar-Casanova J. A., Gavilán J. M., Moreno Sánchez M., Haro J. (2020) The Emotional Attentional Blink as a Measure of Patriotism. The Spanish Journal of Psychology. Vol. 23. P. e30. https://doi.org/10.1017/SJP.2020.32.

Beck N., Katz J. N. (2011) Modeling Dynamics in Time-Series—Cross-Section Political Economy Data. Annual Review of Political Science. Vol. 14. P. 331―352. https://doi.org/10.1146/annurev-polisci-071510-103222.

Bisbee J., Larson J. M. (2017) Testing Social Science Network Theories with Online Network Data: An Evaluation of External Validity. American Political Science Review. Vol. 111. No. 3. P. 502―521. https://doi.org/10.1017/S0003055417000120.

Bodrunova S. S. (2021) Social Media and Political Dissent in Russia and Belarus: An Introduction to the Special Issue. Social Media + Society. Vol. 7. No. 4. P. 1―8. https://doi.org/10.1177/20563051211063470.

Chae Y., Lee S., Kim Y. (2019) Meta-Analysis of the Relationship Between Internet Use and Political Participation: Examining Main and Moderating Effects. Asian Journal of Communication. Vol. 29. No. 1. P. 35―54. https://doi.org/10.1080/01292986.2018.1499121.

Feezell J. T., Conroy M., Guerrero M. (2016) Internet Use and Political Participation: Engaging Citizenship Norms through Online Activities. Journal of Information Technology & Politics. Vol. 13. No. 2. P. 95―107. http://dx.doi.org/10.1080/19331681.2016.1166994.

Freelon D., McIlwain C., Clark M. (2018) Quantifying the Power and Consequences of Social Media Protest. New Media & Society. Vol. 20. No. 3. P. 990―1011. https://doi.org/10.1177/1461444816676646.

Hale H. E. (2018) How Crimea Pays: Media, Rallying ‘Round the Flag, and Authoritarian Support. Comparative Politics. Vol. 50. No. 3. P. 369―391. https://doi.org/10.5129/001041518822704953.

Huntington-Klein N. (2021) The Effect: An Introduction to Research Design and Causality. New York, NY: Chapman and Hall/CRC. http://doi.org/10.1201/9781003226055.

Kizilova K., Norris P. (2022) Assessing Russian Public Opinion on the Ukraine War. Russian Analytical Digest. No. 281. 2―7. https://doi.org/10.3929/ethz-b-000539633.

Kubin E., von Sikorski C. (2021) The Role of (Social) Media in Political Polarization: A Systematic Review. Annals of the International Communication Association. Vol. 45. No. 3. P. 188―206. http://doi.org/10.1080/23808985.2021.1976070.

Le Huérou A. (2015) Where Does the Motherland Begin? Private and Public Dimensions of Contemporary Russian Patriotism in Schools and Youth Organisations: A View from the Field. Europe-Asia Studies. Vol. 67. No. 1. P. 28―48. http://doi.org/10.1080/09668136.2014.988999.

Newey W. K., West K. D. (1987) A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix. Econometric. Vol. 55. No. 3. P. 703―708. https://doi.org/10.3386/T0055.

Peterson B., Harrell Jr F. E. (1990) Partial Proportional Odds Models for Ordinal Response Variables. Journal of the Royal Statistical Society. Series C (Applied Statistics). Vol. 39. No. 2. P. 205―217. https://doi.org/10.2307/2347760.

Reuter O. J., Szakonyi D. (2015) Online Social Media and Political Awareness in Authoritarian Regimes. British Journal of Political Science. Vol. 45. No. 1. P. 29―51. https://doi.org/10.1017/S0007123413000203.

Schober M. F., Pasek J., Guggenheim L., Lampe C., Conrad F. G. (2016) Social Media Analyses for Social Measurement. Public Opinion Quarterly. Vol. 80. No. 1. P. 180―211. https://doi.org/10.1093/poq/nfv048.

Shcheglova T., Gradoselskaya G., Karpov I. (2020) Methodology for Measuring Polarization of Political Discourse: Case of Comparing Oppositional and Patriotic Discourse in Online Social Networks. In: Bychkov, I., Kalyagin, V., Pardalos, P., Prokopyev, O. (eds.) Network Algorithms, Data Mining, and Applications. NET 2018. Springer Proceedings in Mathematics & Statistics. Vol. 315. Cham: Springer. P. 219―230. https://doi.org/10.1007/978-3-030-37157-9_15.

Skoric M. M., Zhu Q., Goh D., Pang N. (2016) Social Media and Citizen Engagement: A Meta-Analytic Review. New Media & Society. Vol. 18. No. 9. P. 1817―1839. https://doi.org/10.1177/1461444815616221.

Smetanin S. (2020) The Applications of Sentiment Analysis for Russian Language Texts: Current Challenges and Future Perspectives. IEEE Access. Vol. 8. P. 110693―110719. http://dx.doi.org/10.1109/ACCESS.2020.3002215.

Spaiser V., Chadefaux T., Donnay K., Russman F., Helbing D. (2017) Communication Power Struggles on Social Media: A Case Study of the 2011―12 Russian Protests. Journal of Information Technology & Politics. Vol. 14. No. 2. P. 132―153. https://doi.org/10.1080/19331681.2017.1308288.

Spector M., Kitsuse J. I. (2017) Constructing Social Problems. London: Routledge.

Urman A., Makhortykh M. (2022) My War Is Your Special Operation: Engagement with Pro-and Anti-Regime Framing of the War in Ukraine on Russian Social Media. Preprint. http://doi.org/10.31219/osf.io/67snk.

Published

2024-05-07

How to Cite

Ankudinov И. А. (2024). Patriotic Discourse in Runet: Before and after February 24, 2022. Monitoring of Public Opinion: Economic and Social Changes, (2), 153–177. https://doi.org/10.14515/monitoring.2024.2.2515

Issue

Section

SOCIOLOGY OF THE INTERNET