The Ukraine-Russia conflict in the media sphere: A semantic analysis of the titles and comments of the prepper movement in YouTube videos

Authors

Abstract

The ‘prepper’ movement takes steps to survive adverse situations such as pandemics, general blackouts, economic collapse or climate change, among others. While its origins are linked to the Cold War, its popularity grew after the attacks on the twin towers on 11 September 2001. COVID-19 and the recent armed conflict between Ukraine and Russia are the latest threats to be added to the list of concerns. This research has studied the topics present in the videos published by the preparationist community on YouTube and has analysed whether the invasion of Ukraine has become part of the out-of-control events that concern this group. YouTube DataTools and Gephi were used to represent the network of connections created around the videos and to identify the nodes with the greatest authority and influence in terms of the propagation of information on preparationism. The findings indicate that the military confrontation between Ukraine and the country with the world’s largest nuclear weapons has become the preferred topic, displacing the other issues addressed in videos published before the conflict. With regard to those who lead the discourse on the platform, there is a presence of different ideological profiles. Some adhere to right-wing political content, related to white supremacy, weapons and various conspiracy theories. While others are of a less politicized and more playful nature.

Keywords

prepper, semantic network, Social Network Analysis, survivalism, war in Ukraine, YouTube

References

ABAO, R. P.; ESTUAR, M. R. J. E.; CATALUÑA, A. A. M.; AUREUS, J. P. y MAPUA, D. C. (2021). «Emotion Analysis of Comments from vaccine-related YouTube Videos: Understanding the Public’s Response to COVID-19 Vaccination». En: Eighth International Conference on Social Network Analysis, Management and Security (SNAMS). https://doi.org/10.1109/SNAMS53716.2021.9732116

ACKER, A. y CARTER, D. (2018). «Pocket Preppers: Performing Preparedness with Everyday Carry Posts on Instagram». En: 9th International Conference on Social Media and Society. https://doi.org/10.1145/3217804.3217913

AL-RAWI, A. y SHUKLA, V. (2020). «Bots as active news promoters: A digital analysis of COVID-19 tweets». Information, 11, 461. https://doi.org/10.3390/info11100461

AMIN, A. (2012). Land of strangers. Cambridge: Polity Press.

ANDERSON, B. (2010). «Preemption, precaution, preparedness: Anticipatory action and future geographies». Progress in Human Geography, 34 (6), 777-798. https://doi.org/10.1177/0309132510362600

BAQUÉS, J. (2015). «El papel de Rusia en el conflicto de Ucrania: ¿La guerra híbrida de las grandes potencias?». Revista de Estudios en Seguridad Internacional, 1 (1), 41-60. Recuperado de http://bit.ly/3iEC1Jb

BARKER, K. (2020). «How to survive the end of the future: Preppers, pathology, and the everyday crisis of insecurity». Transactions of the Institute of British Geographers, 45 (2), 483-496. https://doi.org/10.1111/tran.12362

BARKUN, M. (2011). «Millennialism on the Radical Right in America». En: WESSINGER, C. (ed.). The Oxford Handbook of Millennialism. Oxford University Press, 649-666. https://doi.org/10.1093/oxfordhb/9780195301052.003.0033

BENITO, C. (2014). «Análisis de redes y visualización con Gephi». Redes: Revista Hispana para el Análisis de Redes Sociales, 25 (1), 201-209.

BORGATTI, S. P.; MEHRA, A.; BRASS, D. J. y LABIANCA, G. (2009). «Network analysis in the social sciences». Science, 323 (5916), 892-895. https://doi.org/10.1126/science.1165821

BOUNDS, A. M. (2020). Bracing for the Apocalypse: An Ethnographic Study of New York’s ‘Prepper’ Subculture. Nueva York: Routledge.

BOUNDS, A. M. (2021). «The rise of prepping in New York City: Community resilience and COVID-19». S.A.M. Advanced Management Journal, 86 (1), 31-41. https://doi.org/10.52770/EEWK9614

BRETT, D. (2017). «Collocate networks in the language of crime journalism». Studii de Lingvistica, 7, 125-144. Recuperado de https://bit.ly/3iHfYl3

BRUNS, A. (2012). «How long is a tweet?: Mapping dynamic conversation networks on Twitter using Gawk and Gephi». Information, Communication & Society, 15 (9), 1323-1351. https://doi.org/10.1080/1369118X.2011.635214

CAMPBELL, N.; SINCLAIR, G. y BROWNE, S. (2019). «Preparing for a world without markets: Legitimising strategies of preppers». Journal of Marketing Management, 35 (9-10), 798-817. https://doi.org/10.1080/0267257X.2019.1631875

CROCKFORD, S. (2018). «Thank God for the greatest country on earth: White supremacy, vigilantes, and survivalists in the struggle to define the American nation». Religion, State and Society, 46 (3), 224-242. https://doi.org/10.1080/09637494.2018.1483995

DANOWSKI, J. A. (2013). WORDij version 3.0: Semantic network analysis software. University of Illinois at Chicago. Recuperado de https://bit.ly/3XcQStb

DA SILVA, C. M. y HOLZBACH, A. (2018). «Espectatorialidade comentada no YouTube: Um estudo comparado sobre recepção de webséries». Revista GEMInIS, 9 (3), 40-51. http://doi.org/10.4322/2179-1465.023

DILLON, M. (2008). «Underwriting security». Security Dialogue, 39 (2/3), 309-332. https://doi.org/10.1177/0967010608088780

DONOFRIO, A.; RUBIO-MORAGA, Á. L. y ABELLÁN-GUZMÁN, C. (2023). «Rusia-Ucrania, un análisis comparativo de la audiencia en Twitter de los perfiles del Gobierno de la Federación Rusa y la Oficina del Presidente de Ucrania». Revista Latina de Comunicación Social, 81, 18-43. https://doi.org/10.4185/RLCS-2023-1819

EUROPA PRESS (2022). «Rusia reconoce la independencia de las provincias ucranianas de Donetsk y Lugansk». Europa Press. Recuperado de http://bit.ly/3ZCE0OL

FOSTER, G. A. (2014). Hoarders, Doomsday Preppers, and the Culture of Apocalypse. Londres: Palgrave Pivot. https://doi.org/10.1057/9781137468086

GALLACHER, J. D.; BARASH, V.; HOWARD, P. N. y KELLY, J. (2018). «Junk news on military affairs and national security: Social media disinformation campaigns against us military personnel and veterans». arXiv preprint arXiv:1802.03572. https://doi.org/10.48550/arXiv.1802.03572

GARRETT, B. (2021). «Doomsday preppers and the architecture of dread». Geoforum, 127, 401-411. https://doi.org/10.1016/j.geoforum.2020.03.014

GARRETT, B. (2022). Bunker: What It Takes to Survive the Apocalypse. Londres: Penguin Books Ltd.

GITTINGER, J. (2021). «Liberal Prepping as Apocalyptic Eco-Religion». The Journal of Religion and Popular Culture, 24 (1). https://doi.org/10.3138/jrpc.2020-0026

HANCHARD, M. (2022). «The construction of rare disease discourse on YouTube: Highlighting a disparity between policy rhetoric and patient practices around public engagement». Wellcome Open Research, 6 (361). https://doi.org/10.12688/wellcomeopenres.17324.2

HOGGET, P. (2011). «Climate change and the apocalyptic imagination». Psychoanalysis, Culture & Society, 16 (3), 261-275. https://doi.org/10.1057/pcs.2011.1

IMHOFF, R. y LAMBERTY, P. (2020). «A bioweapon or a hoax?: The link between distinct conspiracy beliefs about the Coronavirus disease (COVID-19) outbreak and pandemic behaviour». Social Psychological and Personality Science, 11 (8), 1110-1118. https://doi.org/10.1177/1948550620934692

ITA RUBIO, B. L. de (2017). «Nuevos movimientos sociales y formas de ciudadanía, radicales y orientados a la sustentabilidad». Humanitas Digital, 2 (40-4), 25-42. Recuperado de https://humanitas.uanl.mx/index.php/ah/article/view/32

KATZ, R. y SZWARC. J. (2022) «Preparing for Collapse: The Concerning Rise of Eco-Survivalism». Capitalism Nature Socialism, 33 (1), 111-130. https://doi.org/10.1080/10455752.2021.1916829

KERRANE, B.; KERRANE, K.; BETTANY, S. y ROWE, D. (2021). «(Invisible) Displays of Survivalist Intensive Motherhood among UK Brexit Preppers». Sociology, 55 (6), 1151-1168. https://doi.org/10.1177/0038038521997763

KOHLER, K.; HAURI, A.; ROTH, F. y SCHARTE, B. (2020). Measuring Individual Disaster Preparedness. Zurich: ETH. https://doi.org/10.3929/ethz-b-000441285

KULYK, H. (2019). «Euromaidán y la crisis política de Ucrania: Antecedentes y perspectivas». En: Anuario del Conflicto Social (ed.), vol. 8. Universitat de Barcelona. https://doi.org/10.1344/ACS2019.8.3

LAKOFF, A. (2007). «Preparing for the Next Emergency». Public Culture, 19 (2), 247-271. https://doi.org/10.1215/08992363-2006-035

LAMY, P. (1996). Millennium Rage: Survivalists, White Supremacists, and the Doomsday Prophecy. Nueva York: Plenum Press.

LARSSON, O. L. (2021). «The connections between crisis and war preparedness in Sweden». Security Dialogue, 52 (4), 306-324. https://doi.org/10.1177/0967010620936849

LAWSON, S.; YEO, S.; YU, H. y GREENE, E. (2016). «The cyber-doom effect: The impact of fear appeals in the US cyber security debate». En: 8th International Conference on Cyber Conflict (CyCon), 65-80. https://doi.org/10.1109/CYCON.2016.7529427

LOZANO-BLASCO, R.; LATORRE-MARTÍNEZ, M. P. y CORTES-PASCUAL, A. (2021). «Analizing Teens an Analysis from the Perspective of Gamers in YouTube». Sustainability, 13. https://doi.org/10.3390/su132011391

LOZARES COLINA, C.; VERD PERICÁS, J. M.; MARTÍ OLIVÉ, J. y LÓPEZ ROLDÁN, P. (2022). «Relaciones, redes y discurso: Revisión y propuestas en torno al análisis reticular de datos textuales». Redes: Revista Hispana para el Análisis de Redes Sociales, 1. https://doi.org/10.5565/rev/redes.486

LUKE, T. W. (2021). «Beyond Prepper Culture as Right-wing Extremism: Selling Preparedness to Everyday Consumers as How to Survive the End of the World on a Budget». Fast Capitalism, 18 (1), 50-62. https://doi.org/10.32855/fcapital.202101.005

MAIDA, A. S. y SHAPIRO, S. C. (1982). «Intensional Concepts in Proposional Semantic Networks». Cognitive Science, 6 (4), 291-330. https://doi.org/10.1207/s15516709cog0604_1

MARTÍN-SÁEZ, J. L. y ORTIZ DE GUINEA-AYALA, Y. (2022). «The story battle in the Ukraine war: From televised speeches to video selfies». International Visual Culture Review / Revista Internacional de Cultura Visual, 9. https://doi.org/10.37467/revvisual.v9.3541

MELLANDER, E. (2021). «Med krisen som framtidshorisont: Om mötet mellan prepping och pandemin». Kulturella Perspektiv-Svensk etnologisk tidskrift, 30 (2/3), 1-8. Recuperado de https://publicera.kb.se/kp/article/view/1459

METHMANN, C. y ROTHE, D. (2012). «Politics for the day after tomorrow: The logic of apocalypse in global climate politics». Security Dialogue, 43 (4), 323-344. https://doi.org/10.1177/0967010612450746

MILLS, M. F. (2019). «Preparing for the unknown… unknowns: ‘doomsday’ prepping and disaster risk anxiety in the United States». Journal of Risk Research, 22 (10), 1267-1279. https://doi.org/10.1080/13669877.2018.1466825

MILLS, M. F. (2021). «Obamageddon: Fear, the far right, and the rise of “doomsday” prepping in Obama’s America». Journal of American Studies, 55 (2), 336-365. https://doi.org/10.1017/S0021875819000501

PALOMO-DOMÍNGUEZ, I. (2022). «Storytelling en la guerra Rusia-Ucrania: #CreativesForUkraine, un proyecto de activismo transmedia en el sector creativo europeo». International Visual Culture Review / Revista Internacional de Cultura Visual, 9. https://doi.org/10.37467/revvisual.v9.3544

PARDO DE SANTAYANA Y GÓMEZ DE OLEA, J. M. (2017). «Ucrania: un conflicto enquistado y envenenado». En: INSTITUTO ESPAÑOL DE ESTUDIOS ESTRATÉGICOS (ed.). Panorama geopolítico de los conflictos. Madrid: Ministerio de Defensa, 37-56.

PETERSEN-WAGNER, R. y LEE-LUDVIGSEN, J. A. (2022). «Digital transformations in a platform society: A comparative analysis of European football leagues as YouTube complementors». Convergence: The international journal of research into new media technologies, 1-22. https://doi.org/10.1177/13548565221132705

PETERSON, R. G. (1984). «Preparing for Apocalypse: Survivalist Strategies. Free Inquiry». Creative Sociology, 12 (1), 44-46. Recuperado de https://ojs.library.okstate.edu/osu/index.php/FICS/article/view/1122/1011

RAHM, L. (2013). «Who will survive? On bodies and boundaries after the apocalypse». Gender Forum: An Internet Journal for Gender Studies, 45, 72-83. Recuperado de https://bit.ly/3ZCAUdE

RAHMAN, M. (2020). «Consuming Brexit: Alimentary discourses and the racial politics of Brexit». The Open Arts Journal, 8, 71-82. http://dx.doi.org/10.5456/issn.2050-3679/2020s05

RAMOS, A. (2022). «La invasión rusa de Ucrania: Fuentes para su estudio desde el videojuego». Tiempo Devorado: Revista de Historia Actual, 7 (1), 86-92. https://doi.org/10.5565/rev/tdevorado.170

RETSIN, G. (2020). «On Preppers, Dutch Tomatoes and Automation». Archis, 57, 24-29. Recuperado de https://discovery.ucl.ac.uk/id/eprint/10117380

REY, A. C. (2019). «Preparados para el desastre: “Survivalismo” y colapso en la distopía contemporánea (el caso de “The Walking Dead”)». Tropelías: Revista de Teoría de la Literatura y Literatura Comparada, 31, 68-85. https://doi.org/10.26754/ojs_tropelias/tropelias.2019313180

RIEDER, B. (2015). «YouTube Data Tools». Computer software (Versión 1.23). Recuperado de https://bit.ly/3km2Ge1

RÖCHERT, D.; NEUBAUM, G.; ROSS, B. y STIEGLITZ, S. (2022). «Caught in a networked collusion?: Homogeneity in conspiracy-related discussion networks on YouTube». Information Systems, 103. https://doi.org/10.1016/j.is.2021.101866

SAHUQUILLO, M. (2022). «Rusia aumenta la tensión al enviar tropas a Bielorrusia para maniobras conjuntas cerca de las fronteras ucranias». El País. Recuperado de http://bit.ly/3w8T6xO

SAXON, K. (1988). The Survivor. Nueva York: Atlan Formularies.

SCOTT, J. (2012). What is social network analysis? Londres: Bloomsbury Academic.

SHCHEPANSKAIA, T. (2020). «House-in-the-Village for Escape and Survival: Utopia of Rural Autonomy in the Popular Futurology of Disasters». Etnograficheskoe Obozrenie, 6, 70-87. https://doi.org/10.31857/S086954150013122-4

SIMS, A. y GRIGSBY, M. (2019). «Prepper-Worthy Identity Work: A Cultural Repertoire for Constructing a Secure Self in an Insecure World». Sociological Spectrum, 39 (2), 93-115. https://doi.org/10.1080/02732173.2019.1608338

SMITH, N. y THOMAS, S. J. (2021). «Doomsday prepping during the COVID-19 pandemic». Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.659925

TANG, L.; FUJIMOTO, K.; AMITH, M. T.; CUNNINGHAM, R.; COSTANTINI, R. A.; YORK, F.; XIONG, G.; BOOM, J. A. y TAO, C. (2021). «“Down the rabbit hole” of vaccine misinformation on YouTube: Network exposure study». Journal of Medical Internet Research, 23, 1. https://doi.org/10.2196/23262

TIPALDOU, S. y CASULA, P. (2018). «¿Justificaciones populistas de la guerra?: La intervención rusa en el este de Ucrania / Populist justifications for war?: The Russian intervention in eastern Ukraine». Revista CIDOB d’Afers Internacionals, 119, 135-160. Recuperado de https://www.jstor.org/stable/26511425

VAN ROOYEN, R. S. (2017). Science communication and the nature of the social media audience: Breaking and spreading of science news on Twitter in the South African context [Tesis doctoral en línea]. Stellenbosch University. Recuperado de http://hdl.handle.net/10019.1/100908

VIDAL, B. (2015). «Quand la bise fut venue: L’imaginaire alimentaire de la sub-culture prepper». ESSACHESS: Journal for Communication Studies, 2 (16), 195-204.

WALLACE, L. N. (2020). «Responses to perceived terrorism risk by self-identified survivalists: An exploratory study». The Social Science Journal, 60 (3), 447-460. https://doi.org/10.1080/03623319.2020.1744950

WOJCIK, D. N. (1997). The end of the world as we know it: Faith, fatalism, and apocalypse in America. Nueva York: New York University Press.

YAO, Q.; YI-MAN-LI, R. y SONG, L. (2022). «Construction safety knowledge sharing on YouTube from 2007 to 2021: Two-step flow theory and semantic analysis». Safety Science, 153. https://doi.org/10.1016/j.ssci.2022.105796

Published

2024-04-03

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