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Record W4405099113 · doi:10.22215/etd/2024-16256

Fragile Statehood and Military Aid (In)Effectiveness: An Assessment of United States Experiences in Lake Chad Basin

2024· dissertation· en· W4405099113 on OpenAlexaff
Olusegun Anthony Ofongo

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsCarleton University
FundersAfrican UnionIsrael Science FoundationDepartment for International DevelopmentUnited Nations Development ProgrammeUnited States Agency for International Development
KeywordsPolitical scienceCorporate governanceUnintended consequencesPoliticsLegitimacyArgument (complex analysis)DemocracyHuman rightsPolitical economyLanguage changeDevelopment economicsPublic administrationSociologyLawEconomicsManagement

Abstract

fetched live from OpenAlex

This dissertation critically examines the (in) effectiveness of US. military aid in fragile states, with a particular focus on the Lake Chad Basin region.Through a detailed investigation of the political, economic, and social impacts of US. military assistance, the research uncovers both the intended and unintended consequences of such aid on state stability, governance, and human security.Central to the argument is that increased US. military aid to countries with weak governance structures often exacerbates instability, fosters corruption, and leads to human rights violations.The study demonstrates that, in the absence of parallel improvements in governance and state legitimacy, such aid contributes to the very conflicts it seeks to resolve, trapping recipient states in a cycle of instability.The dissertation is structured into three interconnected papers, each examining different dimensions of US. military aid in the region, employing both quantitative and qualitative methods to assess its role in shaping political outcomes, security landscapes, and democratic trajectories.Through a comprehensive analysis, it reveals the convergence of a negative feedback loop, capacity trap, democratic backsliding, and a troubling rise in coup d'états.Moreover, US. military assistance has focused on short-term security gains at the expense of longterm investments in governance, development, and institutional reform, deepening fragility and conflict in the region.Ultimately, the study concludes that US. military aid, while intended to stabilize fragile states like those in the Lake Chad Basin, often exacerbates governance challenges, highlighting the urgent need for a more integrated approach that prioritizes sustainable governance and human security over purely military solutions.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.120
Threshold uncertainty score0.238

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.004
Scholarly communication0.0030.002
Open science0.0010.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.011
GPT teacher head0.357
Teacher spread0.347 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2024
Admission routes1
Has abstractyes

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