From Stability to Escalation: Temporal Dynamics of Discursive Risk in NATO’s Facebook Communication on the Ukraine–Russia War

This article examines how NATO adapted its public communication during the 2022–2025 Ukraine–Russia war by analysing over 1400 Facebook posts through an integrated interpretive–computational approach. While existing research mainly focuses on media narratives or public reactions, institutional emotional signalling remains underexplored. To address this gap, the study combines sentiment analysis, transformer-based emotion detection, dictionary-based conflict scoring, and a composite Daily Risk Index (DRI) capturing deviations in agenda saturation, tonal volatility, negativity, and threat-related emotions. The findings show that NATO’s digital communication is generally stable but punctuated by short, high-intensity phases triggered by major geopolitical events. Fear emerges as the dominant emotional cue, signalling gravity without escalating hostility, while anger appears selectively in references to severe violations or war crimes. Communication follows a recurring escalation pattern—gradual volatility increase, brief peak intensity, and rapid normalisation. The study advances crisis communication theory, contributes to digital securitization research, and offers a replicable framework for analysing discursive risk.

Authors

Institutions

Publication Details

Journal
Social Sciences
Published
2026-03-17
DOI
https://doi.org/10.3390/socsci15030193
Primary Topic
Public Relations and Crisis Communication
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

From Stability to Escalation: Temporal Dynamics of Discursive Risk in NATO’s Facebook Communication on the Ukraine–Russia War

Tănase Tasențe, Mihaela Rus, Mihaela Luminița Sandu, Mihai Stefanoaia
Social Sciences
Public Relations and Crisis Communication
article

From Stability to Escalation: Temporal Dynamics of Discursive Risk in NATO’s Facebook Communication on the Ukraine–Russia War

Tănase Tasențe, Mihaela Rus, Mihaela Luminița Sandu, Mihai Stefanoaia
article en

Abstract

This article examines how NATO adapted its public communication during the 2022–2025 Ukraine–Russia war by analysing over 1400 Facebook posts through an integrated interpretive–computational approach. While existing research mainly focuses on media narratives or public reactions, institutional emotional signalling remains underexplored. To address this gap, the study combines sentiment analysis, transformer-based emotion detection, dictionary-based conflict scoring, and a composite Daily Risk Index (DRI) capturing deviations in agenda saturation, tonal volatility, negativity, and threat-related emotions. The findings show that NATO’s digital communication is generally stable but punctuated by short, high-intensity phases triggered by major geopolitical events. Fear emerges as the dominant emotional cue, signalling gravity without escalating hostility, while anger appears selectively in references to severe violations or war crimes. Communication follows a recurring escalation pattern—gradual volatility increase, brief peak intensity, and rapid normalisation. The study advances crisis communication theory, contributes to digital securitization research, and offers a replicable framework for analysing discursive risk.

Social SciencesVol. 15(3)
Ştefan cel Mare University of Suceava (RO), Ovidius University (RO)
Peace, Justice and strong institutions
Openalex Percentile: Top 18%
Public Relations and Crisis Communication
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.