MétaCan
Menu
Back to cohort
Record W6977785975 · doi:10.60951/afrischolar-435

Beyond Arms and Armaments: Resolving Nigeria’s Insurgency Crisis through Strategic Public Relations

2025· article· en· W6977785975 on OpenAlexaff

Bibliographic record

VenueAfrischolar Discovery (Annex) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Relations and Crisis Communication
Canadian institutionsHeritage College
Fundersnot available
KeywordsInsurgencyRhetoricIdeologyState (computer science)AngerPathosStakeholderSophisticationRhetorical question

Abstract

fetched live from OpenAlex

Since the first known manifestation of insurgency in Nigeria credited to a university student of Niger Delta extraction, Isaac Japer Adaka Boro in 1965, Nigeria’s insurgency crisis has precariously grown in scope and sophistication. There seems to be an intensifying thirst for blood and a spiraling preference for violence as means of expressing pent-up frustration or anger either directed at the state or its people. The conflagration has taken a hefty toll on the soul of Nigeria. This study sought to: examine the nature and causes of Nigeria’s insurgency, determine the ideological motivations fueling it, profile the perpetrators of the insurgency, and propose functional public relations strategies for resolving the crisis. The desktop research method was used to qualitatively analyse extant data and literature. Relying on Stakeholder theory and Invitational Rhetoric theory, the paper argues that the enduring solution to Nigeria’s insurgency rests not in arms and armaments. It identifies lack of mutual trust, shared understanding and absence of a sense of corporate existence as fundamental to the crisis. The study theorises that there would be no need for a fight if Nigeria is administered using the strategic crisis communication template of a corporate organisation, where parts of the whole appreciate their roles and responsibilities and contribute according to rules towards attainment of pre-determined and consensually agreed goals. The study recommends the non-kinetic deployment of public relations strategies such as lobbying, dialogue, persuasive engagement, crisis communication, stakeholding, invitational rhetoric, in resolving Nigeria’s protracted insurgency crisis, in the interest of all.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0020.007
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.034
GPT teacher head0.323
Teacher spread0.289 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAfrischolar Discovery (Annex)Same topicPublic Relations and Crisis CommunicationFrench-language works237,207