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EU Cohesion Policy under the Media Spotlight: Exploring Territorial and Temporal Patterns in News Coverage and Tone

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  • Carlos Mendez
  • Fernando Mendez
  • Vasiliki Triga
  • Juan Miguel Carrascosa

Abstract

This article explores the territorial and temporal patterns of EU cohesion policy media coverage. The topic content and tone of news are analysed using topic modelling and sentiment analysis techniques, which are applied to a new corpus of over 4,000 English and Spanish news stories from the period 2010 to 2017 across three territorial levels. In line with our theoretical expectations, we found significant differences in the tone used across territorial levels, with national and transnational levels being more negative than the regional level. While national and transnational media place relatively more emphasis on politicized EU topics, subnational media focus more on substantive policy topics corresponding with EU policy objectives. Furthermore, media reporting on the cohesion policy evolved significantly over time and reacted to external events, such as the euro and migration crises, as well as internal, country‐specific events, such as Brexit in the UK and corruption scandals in Spain. However, the tone of cohesion policy news is positive overall suggesting that the media can, in principle, contribute to public support for the policy and the EU more generally.

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  • Carlos Mendez & Fernando Mendez & Vasiliki Triga & Juan Miguel Carrascosa, 2020. "EU Cohesion Policy under the Media Spotlight: Exploring Territorial and Temporal Patterns in News Coverage and Tone," Journal of Common Market Studies, Wiley Blackwell, vol. 58(4), pages 1034-1055, July.
    • Handle: RePEc:bla:jcmkts:v:58:y:2020:i:4:p:1034-1055
    DOI: 10.1111/jcms.13016
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    1. Claes H. De Vreese & Anna Kandyla, 2009. "News Framing and Public Support for a Common Foreign and Security Policy," Journal of Common Market Studies, Wiley Blackwell, vol. 47, pages 453-481, June.
    2. Carlos Mendez, 2011. "The Lisbonization of EU Cohesion Policy: A Successful Case of Experimentalist Governance?," European Planning Studies, Taylor & Francis Journals, vol. 19(3), pages 519-537, March.
    3. Thomas Risse, 2014. "No Demos? Identities and Public Spheres in the Euro Crisis," Journal of Common Market Studies, Wiley Blackwell, vol. 52(6), pages 1207-1215, November.
    4. Johanna Dunaway & Regina P. Branton & Marisa A. Abrajano, 2010. "Agenda Setting, Public Opinion, and the Issue of Immigration Reform," Social Science Quarterly, Southwestern Social Science Association, vol. 91(2), pages 359-378, June.
    5. Margaret E. Roberts & Brandon M. Stewart & Edoardo M. Airoldi, 2016. "A Model of Text for Experimentation in the Social Sciences," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(515), pages 988-1003, July.
    6. Christoph O. Meyer, 2005. "The Europeanization of Media Discourse: A Study of Quality Press Coverage of Economic Policy Co‐ordination since Amsterdam," Journal of Common Market Studies, Wiley Blackwell, vol. 43(1), pages 121-148, March.
    7. Anamaria Dutceac Segesten & Michael Bossetta, 2019. "Can Euroscepticism Contribute to a European Public Sphere? The Europeanization of Media Discourses on Euroscepticism across Six Countries," Journal of Common Market Studies, Wiley Blackwell, vol. 57(5), pages 1051-1070, September.
    8. Paul Copeland & Nathaniel Copsey, 2017. "Rethinking Britain and the European Union: Politicians, the Media and Public Opinion Reconsidered," Journal of Common Market Studies, Wiley Blackwell, vol. 55(4), pages 709-726, July.
    9. Claes H. De Vreese & Anna Kandyla, 2009. "News Framing and Public Support for a Common Foreign and Security Policy," Journal of Common Market Studies, Wiley Blackwell, vol. 47(3), pages 453-481, June.
    10. Edoardo M. Airoldi & Jonathan M. Bischof, 2016. "Improving and Evaluating Topic Models and Other Models of Text," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(516), pages 1381-1403, October.
    11. Carlos Mendez & John Bachtler, 2017. "Financial Compliance in the European Union: A Cross-National Assessment of Financial Correction Patterns and Causes in Cohesion Policy," Journal of Common Market Studies, Wiley Blackwell, vol. 55(3), pages 569-592, May.
    12. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    13. Lucas, Christopher & Nielsen, Richard A. & Roberts, Margaret E. & Stewart, Brandon M. & Storer, Alex & Tingley, Dustin, 2015. "Computer-Assisted Text Analysis for Comparative Politics," Political Analysis, Cambridge University Press, vol. 23(2), pages 254-277, April.
    14. Claes H. De Vreese & Hajo G. Boomgaarden, 2006. "Media Effects on Public Opinion about the Enlargement of the European Union," Journal of Common Market Studies, Wiley Blackwell, vol. 44(2), pages 419-436, June.
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    Cited by:

    1. Gabriela Borz & Heinz Brandenburg & Carlos Mendez, 2022. "The impact of EU Cohesion Policy on European identity: A comparative analysis of EU regions," European Union Politics, , vol. 23(2), pages 259-281, June.
    2. Martin Gross, 2022. "Does Anyone Care? Cohesion Policy Issues in Sub‐national Politics," Journal of Common Market Studies, Wiley Blackwell, vol. 60(6), pages 1538-1555, November.

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