Skip to main content
Have a personal or library account? Click to login
From narrative competition to model confrontation: Cover

From narrative competition to model confrontation:

By:   
Open Access
|Jun 2026

Figures & Tables

Table 3-1.

Core data sources

Type of MaterialSources
Academic LiteratureRepresentative studies: Freelon & Lokot (2020) on network analysis of information warfare in Ukraine; Helmus et al. (2023) systematic review of Russian disinformation.
Think Tank ReportsAnalyses from institutions like the Brookings Institution, the Atlantic Council’s Digital Forensic Research Lab (DFRLab), the NATO Strategic Communications Centre of Excellence (NATO StratCom COE).
Technical Audits & Open-Source InvestigationsTechnical forensics from organizations such as the Stanford Internet Observatory, Graphika, and Bellingcat.
Platform Transparency ReportsPeriodic reports from Meta, Twitter/X, Google, Tik-Tok, etc., regarding the removal of disinformation networks and state-sponsored manipulation.
Investigative JournalismIn-depth reporting from media outlets like The New York Times, The Washington Post, BBC, and The Guardian.
Table 3-2.

Narrative Framework during 2014 Crimea

Narrative FrameworkKey ElementsEvidence
Protection NarrativeFraming: The new Ukrainian government portrayed as “Nazis” and “fascists” threatening Russian-speaking populations
Evidence Construction: Repeatedly broadcasting footage of far-right groups at Kyiv protests
Emotional Appeal: Historical trauma (Great Patriotic War), duty of ethnic protection
Szostek’s (2017) discourse analysis showed this narrative appeared in Russian domestic media 20-30 times daily
Historical Justice NarrativeFraming: Crimea “has always belonged” to Russia; Khrushchev’s 1954 “transfer” was a historical mistake
Symbolic Mobilization: Citing Catherine the Great’s 1783 annexation, symbolic significance of Sevastopol as “Hero City”
Legal Argumentation: Emphasizing Crimean people’s “right to self-determination”
Putin dedicated significant portions of his March 18 speech to elaborating this historical narrative (Putin, 2014)
Western Hypocrisy NarrativeFraming: The West supported Kosovo’s independence, but opposed Crimea’s, exposing double standards
Strategy: Drawing analogy between Crimea and Kosovo, questioning “rules-based international order”
Goal: Not to persuade the West, but to undermine its moral authority
Lanoszka (2016) noted this narrative created degree of “moral equivalence” perception among international audiences
Table 3-3.

Comparison of information between 2014 and 2022

Indicator2014 Crimea2022 Russia-UkraineGrowth multiple
Daily new content (pieces)500-100050000-10000050-100x
Language coverage5-1030+3-6x
The number of accountsthousandshundreds of thousands100x
DOI: https://doi.org/10.2478/medok-2026-0004 | Journal eISSN: 2601-503X | Journal ISSN: 1842-2498
Language: English, Hungarian, Romanian
Page range: 59 - 80
Published on: Jun 30, 2026
Published by: Medea Association
In partnership with: Paradigm Publishing Services

© 2026 Liu Qingtao, published by Medea Association
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.