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Record W4380135872 · doi:10.47631/jareas.v4i1.596

An Assessment of the Banking Sector Development in Economic Performance: A Case of Selected Countries

2023· article· en· W4380135872 on OpenAlex
Umunna Godson Nwagu, Henry Onoriode, Charles Chinonso Edeh

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Advanced Research in Economics and Administrative Sciences · 2023
Typearticle
Languageen
FieldComputer Science
TopicEconomic Growth and Development
Canadian institutionsnot available
Fundersnot available
KeywordsCointegrationHausman testOriginalityUnit rootEconomicsValue (mathematics)Test (biology)Unit root testUnit (ring theory)Panel dataDevelopment economicsEconometricsFixed effects modelPolitical scienceStatistics

Abstract

fetched live from OpenAlex

Purpose: The study examines economic growth and banking sector development in some G8 countries (United States, United Kingdom, Canada, Japan, and Germany) and three African countries (Nigeria, Ghana, and South Africa). Approach/Methodology/Design: Study objectives include filling the gap occasioned by a lack of literature on this topic, especially as it concerns the selected countries. As a check for stationarity, we used the Levin-Lin-Chu and Im-Peseran-Shun unit root tests. In addition to Pedroni, long-run relationships between variables are also tested. Because the study is a cross-country study, it was necessary to perform the Hausman test to determine if random effect panel analysis is consistent and effective and to test long-run cointegration using the ARDL Bound test. Findings: According to the results, banking sector development, and exchange rate contribute positively to economic growth while CPI contributes negatively. In contrast, the results indicate a long-run relationship between economic growth, banking, and other determinants. Originality/value: The study recommends that G8 countries and most African countries consider improving their banking sector and incorporating it into their economic development as one of the determinants.

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.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.088
Threshold uncertainty score0.687

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.080
GPT teacher head0.409
Teacher spread0.330 · 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