Cited by 464Media Studies and CommunicationMigration, Refugees, and IntegrationCommunication and COVID-19 Impact

Shifting the refugee narrative? An automated frame analysis of Europe’s 2015 refugee crisis

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Greussing, Esther, Boomgaarden, Hajo G.·2017·Journal of Ethnic and Migration Studies

Abstract

In 2015, Europe faced the arrival of over 1.25 million refugees fleeing from war-affected countries. The public mainly learned about this issue through domestic media. Through the use of computer-assisted content analysis, this study identifies the most dominant frames employed in the coverage of refugee and asylum issues between January 2015 and January 2016 in six Austrian newspapers (N = 10,606), particularly focusing on potential differences between quality and tabloid media, and on frame variations over time. The findings reveal that, apart from administrative aspects of coping with the arrivals, established narratives of security threat and economisation are most prominent. Humanitarianism frames and background information on the refugees’ situation are provided to a lesser extent. During the most intense phases of the crisis, the framing patterns of tabloid and quality media become highly similar. Media coverage broadens to multiple prominent frames as issue salience sharply increases, and then ‘crystallises’ into a more narrow set. In sum, the results confirm a predominance of stereotyped interpretations of refugee and asylum issues, and thus persisting journalistic routines in both, tabloid and quality media, even in times of a major political and humanitarian crisis.

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  • European media tend to portray border-crossings as an invasion that is threatening to destabilize the social and economic order of the Global North.

    “In general, European media tend to portray border-crossings in one of two ways: either as a humanitarian crisis, as in the example of the image of the dead body of Alan Kurdi (Bozdag and Smets, 2017; Fehrenbach and Rodogno, 2016; Olesen, 2018), or as an invasion that is threatening to destabilize the social and economic order of the Global North - a long-established view of migrants and refugees,”

    From Border countervisuality: smartphone videos of border crossing and migration (2023) · cites this paper as Greussing and Boomgaarden, 2017

    The Results describe a securitisation frame that portrays refugees crossing borders as an uncontrollable mass and an economisation frame that portrays them as a threat to the host country’s prosperity. The Data and methods section limits the study to six Austrian newspapers during the 2015 crisis, so its findings do not establish a general tendency across European media or a threat to the Global North as a whole. Page numbers were not available in our copy. (LLM, conf=0.85)

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  1. Backhaus, K., B. Erichson, W. Plinke, and R. Weiber. 2006. Multivariate Analysemethoden. Eine anwendungsorientierte Einführung [Multivariate Analysis: An Application-Oriented Introduction]. Berlin: Springer.
  2. Baker, P., C. Gabrielatos, M. Khosravinik, M. Krzyżanowski, T. McEnery, and R. Wodak. 2008. "A Useful Methodological Synergy? Combining Critical Discourse Analysis and Corpus Linguistics to Examine Discourses of Refugees and Asylum Seekers in the UK Press." Discourse & Society 19 (3): 273-306. doi:10.1177/0957926508088962. · DOI
  3. Baker, P., and T. McEnery. 2005. "A Corpus-based Approach to Discourses of Refugees and Asylum Seekers in UN and Newspaper Texts." Journal of Language and Politics 4 (2): 197-226. doi:10. 1075/jlp.4.2.04bak. · DOI
  4. Bek, M. G. 2004. "Research Note: Tabloidization of News Media: An Analysis of Television News in Turkey." European Journal of Communication 19 (3): 371-386. doi:10.1177/0267323104045264. · DOI
  5. Bennett, S., J. ter Wal, A. Lipiński, M. Fabiszak, and M. Krzyżanowski. 2013. "The Representation of Third-Country Nationals in European News Discourse: Journalistic Perceptions and Practices." Journalism Practice 7 (3): 248-265. doi:10.1080/17512786.2012.740239. · DOI
  6. Benson, R. 2013. Shaping Immigration News: A French-American Comparison. New York, NY: Cambridge University Press.
  7. Blinder, S., and W. Allen. 2014. "Constructing Immigrants: Portrayals of Migrant Groups in British Newspapers 2010-2012." Paper presented at Midwest Political Science Association Conference, Chicago, IL, April 3-6.
  8. Boumans, J. W., and D. Trilling. 2016. "Taking Stock of the Toolkit: An Overview of Relevant Automated Content Analysis Approaches and Techniques for Digital Journalism Scholars." Digital Journalism 4 (1): 8-23. doi:10.1080/21670811.2015.1096598. · DOI
  9. Brüggemann, M. 2014. "Between Frame Setting and Frame Sending: How Journalists Contribute to News Frames." Communication Theory 24 (1): 61-82. doi:10.1111/comt.12027. Burgenland: Mehr als 70 Tote. 2015. Kurier, August 28. http://kurier.at/politik/inland/burgenland- mehr-als-70-tote-aus-lkw-geborgen/149.440.254. · DOI
  10. Burgers, C., E. A. Konijn, and G. J. Steen. 2016. "Figurative Framing: Shaping Public Discourse through Metaphor, Hyperbole, and Irony." Communication Theory. Advance online publication. doi:10.1111/comt.12096. · DOI
  11. Burscher, B., R. Vliegenthart, and C. H. de Vreese. 2015. "Frames beyond Words. Applying Cluster and Sentiment Analysis to News Coverage of the Nuclear Power Issue." Social Science Computer Review. Advance online publication. doi:10.1177/0894439315596385. · DOI
  12. Carragee, K. M., and W. Roefs. 2004. "The Neglect of Power in Recent Framing Research." Journal of Communication 54 (2): 214-233. doi:10.1111/j.1460-2466.2004.tb02625.x. · DOI
  13. Chyi, H. I., and M. McCombs. 2004. "Media Salience and the Process of Framing: Coverage of the Columbine School Shootings." Journalism & Mass Communication Quarterly 81 (1): 22-35. doi:10.1177/107769900408100103. · DOI
  14. De Vreese, C. H. 2005. "News Framing: Theory and Typology." Information Design Journal + Document Design 13 (1): 51-62. doi:10.1075/idjdd.13.1.06vre. · DOI
  15. Deuze, M. 2005. "Popular Journalism and Professional Ideology: Tabloid Reporters and Editors Speak Out." Media, Culture & Society 27 (6): 861-882. doi:10.1177/0163443705057674. · DOI
  16. El Refaie, E. 2001. "Metaphors We Discriminate by: Naturalized Themes in Austrian Newspaper Articles About Asylum Seekers." Journal of Sociolinguistics 5 (3): 352-371. doi:10.1111/1467- 9481.00154. · DOI
  17. Esses, V. M., S. Medianu, and A. S. Lawson. 2013. "Uncertainty, Threat, and the Role of the Media in Promoting the Dehumanization of Immigrants and Refugees." Journal of Social Issues 69 (3): 518-536. doi:10.1111/josi.12027. · DOI · Paper page
  18. Figenschou, T. U., and A. Beyer. 2014. "The Limits of the Debate. How the Oslo Terror Shook the Norwegian Immigration Debate." The International Journal of Press/Politics 19 (4): 430-452. doi:10.1177/1940161214542954. · DOI
  19. Flaounas, I., O. Ali, T. Lansdall-Welfare, T. de Bie, N. Mosdell, J. Lewis, and N. Cristianini. 2013. "Research Methods in the Age of Digital Journalism: Massive-Scale Automated Analysis of Newscontent." Digital Journalism 1 (1): 102-116. doi:10.1080/21670811.2012.714928. · DOI
  20. Gabrielatos, C., and P. Baker. 2008. "Fleeing, Sneaking, Flooding. A Corpus Analysis of Discursive Constructions of Refugees and Asylum Seekers in the UK Press, 1996-2005." Journal of English Linguistics 36 (1): 5-38. doi:10.1177/0075424207311247. · DOI
  21. Gamson, W. A., and A. Modigliani. 1989. "Media Discourse and Public Opinion on Nuclear Power: A Constructionist Approach." American Journal of Sociology 95 (1): 1-37. doi:10.1086/229213. · DOI
  22. Gemi, E., I. Ulasiuk, and A. Triantafyllidou. 2013. "Migrants and Media Newsmaking Practices." Journalism Practice 7 (3): 266-281. doi:10.1080/17512786.2012.740248. · DOI
  23. Gilbert, L. 2013. "The Discursive Production of a Mexican Refugee Crisis in Canadian Media and Policy." Journal of Ethnic and Migration Studies 39 (5): 827-843. doi:10.1080/1369183X.2013. 756693. · DOI
  24. Goodman, S., and S. A. Speer. 2007. "Category Use in the Construction of Asylum Seekers." Critical Discourse Studies 4 (2): 165-185. doi:10.1080/17405900701464832. · DOI
  25. Graber, D. A. 1980. Mass Media and American Politics. Washington, DC: Congressional Quarterly Press.
  26. Heisbourg, F. 2015. "The Strategic Implications of the Syrian Refugee Crisis." Survival 57 (6): 7-20. doi:10.1080/00396338.2015.1116144. · DOI
  27. Heller, C. 2014. "Perception Management: Deterring Potential Migrants Through Information Campaigns." Global Media and Communication 10 (3): 303-318. doi:10.1177/174276651455 2355. · DOI
  28. Hellsten, I., J. Dawson, and L. Leydesdorff. 2010. "Implicit Media Frames: Automated Analysis of Public Debate on Artificial Sweeteners." Public Understanding of Science 19 (5): 590-608. doi:10. 1177/0963662509343136. · DOI
  29. Hickerson, A., and K. Dunsmore. 2016. "Locating Refugees: A Media Analysis of Refugees in the United States in 'World Refugee Day' Coverage." Journalism Practice 10 (3): 424-438. doi:10. 1080/17512786.2015.1025417. · DOI
  30. Hier, S. P., and J. L. Greenberg. 2002. "Constructing a Discursive Crisis: Risk, Problematization and Illegal Chinese in Canada." Ethnic and Racial Studies 25 (3): 490-513. doi:10.1080/014198 70020036701. · DOI
  31. Hooper, J. 2014. "Now You See Them, Now You Don't: Italy's Visible and Invisible Immigrants." In Reporting at the Southern Borders: Journalism and Public Debates on Immigration in the US and the EU, edited by G. Dell'Orto and V. Birchfield, 183-190. New York: Routledge.
  32. Horsti, K. 2008b. "Europeanisation of Public Debate. Swedish and Finnish News on African Migration to Spain." Javnost -The Public 15 (4): 41-53. doi:10.1080/13183222.2008.11008981. · DOI
  33. Ibrahim, M. 2005. "The Securitization of Migration: A Racial Discourse." International Migration 43 (5): 163-187. doi:10.1111/j.1468-2435.2005.00345.x. · DOI
  34. Innes, A. 2010. "When the Threatened Become the Threat: The Construction of Asylum Seekers in British Media Narratives." International Relations 24 (4): 456-477. doi:10.1177/004711781 0385882. · DOI
  35. Jones, K. 1972. "A Statistical Interpretation of Term Specificity and its Application in Retrieval." Journal of Documentation 28 (1): 11-21. doi:10.1108/eb026526. · DOI
  36. KhosraviNik, M. 2009. "The Representation of Refugees, Asylum Seekers and Immigrants in British Newspapers During the Balkan Conflict (1999) and the British General Election (2005)." Discourse & Society 20 (4): 477-498. doi:10.1177/0957926509104024. · DOI
  37. Kleinnijenhuis, J., F. Schultz, and D. Oegema. 2015. "Frame Complexity and the Financial Crisis: A Comparison of the United States, the United Kingdom, and Germany in the Period 2007-2012." Journal of Communication 65 (1): 1-23. doi:10.1111/jcom.12141. · DOI
  38. Klocker, N., and K. M. Dunn. 2003. "Who's Driving the Asylum Debate? Newspaper and Government Representations of Asylum Seekers." Media International Australia 109 (1): 71-92.
  39. Kroon, A. C., A. Kluknavská, R. Vliegenthart, and H. G. Boomgaarden. 2016. "Victims or Perpetrators? Explaining Media Framing of Roma across Europe." European Journal of Communication 31 (4): 375-392. doi:10.1177/0267323116647235. · DOI
  40. Lakoff, G., and M. Johnson. 1980. Metaphors We Live By. Chicago, IL: University of Chicago Press.
  41. Leskovec, J., L. Backstrom, and J. Kleinberg. 2009. "Meme-Tracking and the Dynamics of the News Cycle." In Proceedings of the 15 th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, edited by J. Elder and F. S. Fogelman, 497-506. New York, NY: ACM.
  42. Lynn, N., and S. Lea. 2003. "A Phantom Menace and the New Apartheid: The Social Construction of Asylum-Seekers in the United Kingdom." Discourse & Society 14 (4): 425-452. doi:10.1177/ 0957926503014004002. · DOI
  43. Madra, Y. M., and F. Adaman. 2014. "Neoliberal Reason and Its Forms: De-politicisation through Economization." Antipode 46 (3): 691-716. doi:10.1111/anti.12065. · DOI
  44. Matthes, J., and M. Kohring. 2008. "The Content Analysis of Media Frames: Toward Improving Reliability and Validity." Journal of Communication 58 (2): 258-279. doi:10.1111/j.1460-2466. 2008.00384.x. · DOI
  45. McLaren, L. M., H. G. Boomgaarden, and R. Vliegenthart. Forthcoming. "News Coverage and Public Concern about Immigration in Britain." International Journal of Public Opinion Research.
  46. McMenamin, I., R. Flynn, E. O'Malley, and K. Rafter. 2013. "Commercialism and Election Framing: A Content Analysis of Twelve Newspapers in the 2011 Irish General Election." The International Journal of Press/Politics 18 (2): 167-187. doi:10.1177/1940161212468031. · DOI
  47. Muschert, G. W., and D. Carr. 2006. "Media Salience and Frame Changing Across Events: Coverage of Nine School Shootings, 1997-2001." Journalism & Mass Communication Quarterly 83 (4): 747-766. doi:10.1177/107769900608300402. · DOI
  48. Nacos, B. L., and O. Torres-Reyna. 2003. "Framing Muslim-Americans Before and After 9/11." In Framing Terrorism: The News Media, the Government, and the Public, edited by P. Norris, M. Kern, and M. Just, 133-158. New York, NY: Routledge.
  49. Neuman, W. R., M. R. Just, and A. A. Crigler. 1992. Common Knowledge. News and the Construction of Political Meaning. Chicago: University of Chicago Press.
  50. Nossek, H. 2008. "'News Media'-Media Events: Terrorist Acts as Media Events." Communications 33 (3): 313-330. doi:10.1515/comm.2008.020. Nur 54 von 279 Gemeinden. 2015. Tiroler Tageszeitung, June 20. http://www.tt.com/panorama/ gesellschaft/10169334-91/nur-54-von-279-gemeinden-nehmen-fl%C3%BCchtlinge-auf.csp. · DOI
  51. O'Malley, E., H. Brandenburg, R. Flynn, I. McMenamin, and K. Rafter. 2012. "Explaining Media Framing of Election Coverage: Bringing in the Political Context." Working Paper. doi:10. 2139/ssrn.2189468. · DOI
  52. Perse, E. M. 2001. Media Effects and Society. London: Routledge.
  53. Quinsaat, S. 2014. "Competing News Frames and Hegemonic Discourses in the Construction of Contemporary Immigration and Immigrants in the United States." Mass Communication and Society 17 (4): 573-596. doi:10.1080/15205436.2013.816742. · DOI
  54. Reinemann, C., J. Stanyer, S. Scherr, and G. Legnante. 2012. "Hard and Soft News: A Review of Concepts, Operationalizations and Key Findings." Journalism 13 (2): 221-239. doi:10.1177/ 1464884911427803. · DOI
  55. Reisigl, M., and R. Wodak. 2001. Discourse and Discrimination: Rhetorics of Racism and Anti- Semitism. London: Routledge.
  56. Robertson, S. 2004. "Understanding Inverse Document Frequency: On Theoretical Arguments for IDF." Journal of Documentation 60 (5): 503-520. doi:10.1108/00220410410560582. · DOI
  57. Skovsgaard, M. 2014. "A Tabloid Mind? Professional Values and Organizational Pressures as Explanations of Tabloid Journalism." Media, Culture & Society 36 (2): 200-218. doi:10.1177/ 0163443713515740. · DOI
  58. Snow, D. A., R. Vliegenthart, and C. Corrigall-Brown. 2007. "Framing the French Riots: A Comparative Study of Frame Variation." Social Forces 86 (2): 385-415. doi:10.1093/sf/86.2.385. · DOI
  59. Steimel, S. J. 2010. "Refugees as People: The Portrayal of Refugees in American Human Interest Stories." Journal of Refugee Studies 23 (2): 219-237. doi:10.1093/jrs/feq019. · DOI
  60. Strömbäck, J., and P. Van Aelst. 2010. "Exploring Some Antecedents of the Media's Framing of Election News: A Comparison of Swedish and Belgian Election News." The International Journal of Press/Politics 15 (1): 41-59. doi:10.1177/1940161209351004. · DOI
  61. Stryker, J. E., R. J. Wray, R. C. Hornik, and I. Yanovitzky. 2006. "Validation of Database Search Terms for Content Analysis: The Case of Cancer News Coverage." Journalism & Mass Communication Quarterly 83 (2): 413-430. doi:10.1177/107769900608300212. · DOI
  62. Tan, P. N., M. Steinbach, and V. Kumar. 2006. Introduction to Data Mining. Boston: Pearson Addison Wesley.
  63. Van der Meer, T. G., and P. Verhoeven. 2013. "Public Framing Organizational Crisis Situations: Social Media versus News Media." Public Relations Review 39 (3): 229-231. doi:10.1016/j. pubrev.2012.12.001. · DOI
  64. Van den Bulck, H., and D. Broos. 2011. "Can a Charter of Diversity Make the Difference in Ethnic Minority Reporting? A Comparative Content and Production Analysis of Two Flemish Television Newscasts." Communications 36 (2): 195-216. doi:10.1515/comm.2011.010. · DOI
  65. Van Gorp, B. 2005. "Where is the Frame? Victims and Intruders in the Belgian Press Coverage of the Asylum Issue." European Journal of Communication 20 (4): 484-507. doi:10.1177/ 0267323105058253. · DOI
  66. Van Gorp, B. 2010. "Strategies to Take Subjectivity Out of Framing Analysis." In Doing News Framing Analysis: Empirical and Theoretical Perspectives, edited by P. D'Angelo and J. A. Kuypers, 84-108. New York: Routledge.
  67. Van Santen, R., and L. van Zoonen. 2010. "The Personal in Political Television Biographies." Biography 33 (1): 46-67. doi:10.1353/bio.0.0157. · DOI
  68. Vliegenthart, R., and L. van Zoonen. 2011. "Power to the Frame: Bringing Sociology Back to Frame Analysis." European Journal of Communication 26 (2): 101-115. doi:10.1177/0267323111404 838. · DOI
  69. Wodak, R., and M. KhosraviNik. 2013. "Dynamics of Discourse and Politics in Right-wing Populism in Europe and Beyond: An Introduction." In Right-wing Populism in Europe. Politics and Discourse, edited by R. Wodak, M. KhosraviNik, and B. Mral, xvii-xxviii. London: Bloomsbury.
  70. Zaller, J. 2003. "A New Standard of News Quality: Burglar Alarms for the Monitorial Citizen." Political Communication 20 (2): 109-130. doi:10.1080/10584600390211136. · DOI

Cited by

Sorted by citations

Authors
Greussing, E., & Boomgaarden, H. G.
Affiliations
University of Vienna (AT)
Corresponding author
Greussing, Esther
Venue
Journal of Ethnic and Migration Studies
Published
2017-02
Volume
43
Issue
11
Pages
1749-1774
ISSN
  • 1369-183X (ISSN-L)
  • 1469-9451
OpenAlex
W2584273466
Cited by
464
References
2
Citations by year
2026: 31 · 2025: 41 · 2024: 62 · 2023: 57 · 2022: 56 · 2021: 65 · 2020: 64 · 2019: 56 · 2018: 30 · 2017: 2
FWCI
96.69
Type
journal article
Language
en
Open access
Locations
  • Journal of Ethnic and Migration Studies (publishedVersion, cc-by-nc-nd)
  • Phaidra (Universität Wien) (submittedVersion, cc-by-nc-nd)
Topics
  • Social Sciences › Communication › Media Studies and Communication
  • Social Sciences › Sociology and Political Science › Migration, Refugees, and Integration
  • Social Sciences › Communication › Communication and COVID-19 Impact
Keywords
2015 refugee crisis, media framing, refugee narratives, asylum, Austrian newspapers, journalistic routines, media coverage of refugees

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