International Organisations legitimation in the media in Eurasian post-socialist countries
DOI:
https://doi.org/10.17356/ieejsp.v10i3.1296Keywords:
International organisations, Legitimation, Text Mining, Sentiment, Analysis, Flexible LDAAbstract
The paper presents the first-ever big data analysis of International Organisations (IOs) legitimation in the media in Eurasian post-socialist countries. We use text mining and regression analysis to quantify intensity, tone, and narrative in the media as three critical dimensions of legitimation. The model is applied to a corpus of 1.3 million newspaper articles from six countries and twelve IOs. We show that contrary to earlier studies covering established democracies, the tone of articles on IOs is predominantly positive. Articles mentioning influential domestic politicians contribute to the delegitimation of the IOs featured, except in Poland.
Downloads
Published
How to Cite
Issue
Section
License
Copyright Notice
Authors who publish with this journal agree to the following terms:
Authors retain copyright and grant the journal right of first publication, with the work three months after publication simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal. This acknowledgement is not automatic, it should be asked from the editors and can usually be obtained one year after its first publication in the journal.