An Analysis of Common Security and Defence Policy’s (CSDP) Strategic Communication (StratCom)
Bibliographic record
Abstract
Strategic communication (StratCom) is established as one of the key functions and interests of contemporary organisations and governments. The usefulness and importance of strategic communication becomes even more essential when the organisation is defence and security-focused or involved in crisis management. The objective of this study was to assess the strategic communication practices, and inherent challenges of communicating Common Security and Defence Policy (CSDP) and present relevant reflections. A documentary analysis of the relevant EU websites and social media pages of 16 CSDP missions and operations was conducted. This was supplemented with eight key-informant interviews with Press and Public Information Officers (PPIOs) of CSDP and EU strategists. The research demonstrated that most CSDP missions and operations are present on most social media platforms but they often garner very small number of likes, comments, shares, replies or interactions from their targeted audiences. Features of an echo-chamber are also observed. The study also found that public affairs (information) and public diplomacy were the two main forms of strategic communication that the CSDP utilises. CSDP’s strategic communication also tends to take a one-way StratCom process. The challenges faced in terms of StratCom by CSDP are not uniform; they are contextual ranging from resource, translation to mismatch of expectations. The major challenge, however, emanates from the structural problems of CSDP or the EU itself that are beyond the European External Action Service (EEAS) or the relevant Press and Public Information Offices (PPIOs). The study recommendations include quicker EU level political and policy compromise on CSDP, training and resource improvements for StratCom, ‘storytelling and use of real people’, highlighting gender, rights and local ownership, increasing the link with the international media and regular and appropriate self-appraisals.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".