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Record W4313144473 · doi:10.33422/ijarme.v5i2.884

Debt Sustainability in Developing Economies: Evidence from Sub-Sahara Africa

2022· article· en· W4313144473 on OpenAlexaff
Jephthah O. Osei

Bibliographic record

VenueInternational Journal of Applied Research in Management and Economics · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicFiscal Policy and Economic Growth
Canadian institutionsYork University
Fundersnot available
KeywordsDebt overhangEconomicsDebtDebt ratioDebt-to-GDP ratioExternal debtMonetary economicsDebt levels and flowsInternal debtSustainabilityDebt service ratioFiscal sustainabilityValue (mathematics)Macroeconomics

Abstract

fetched live from OpenAlex

In this study, we assess the debt sustainability of emerging economies in Sub-Saharan Africa. We specify a dynamic panel threshold to estimate the debt threshold for primary surplus and economic growth. The results reveal a non-linear threshold effect. First, with a threshold value of 17.95%, the primary surplus has a strong positive relationship with the debt-to-GDP ratio. Second, economic growth is maintained when the debt-to-GDP ratio is about 52%. The study recommends that governments in SSA should make conscious efforts to restore fiscal discipline that will keep the debt burden at a rate reasonable enough to sustain and avoid debt overhang problems.

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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.043
Threshold uncertainty score0.672

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.102
GPT teacher head0.312
Teacher spread0.210 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations3
Published2022
Admission routes1
Has abstractyes

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