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Record W4412423301 · doi:10.57233/gujaf.v6i1.02

EFFECT OF PORTFOLIO MANAGEMENT PRACTICES ON THE PERFORMANCE OF SOME SELECTED SMALL AND MEDIUM ENTERPRISES (SMEs) IN NIGER STATE, NIGERIA

2025· article· en· W4412423301 on OpenAlexaff

Bibliographic record

VenueGusau Journal of Accounting and Finance · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicWorking Capital and Financial Performance
Canadian institutionsParks Canada
Fundersnot available
KeywordsBusinessPortfolioSmall and medium-sized enterprisesState (computer science)Industrial organizationFinanceComputer science

Abstract

fetched live from OpenAlex

This study examined the effect of portfolio management practices on the performance of small and medium enterprises (SMEs) in Niger State, Nigeria. Portfolio management practices are proxies by corporate risk management, diversification, and security choice. Questionnaires were distributed to the whole SMEs in Kontagora portfolio platform. The study adopted a cross-sectional survey method with Ninety-Two (92) SMEs that has data whereas Twenty-Nine (29) firms were left out from the population of 121 SMEs because they did not have data. The data collected from 89 usable copies of questionnaires were subjected to various statistical analyses using SPSS23 and SmartPLS3.0. The results of this study show that CRM and Diversification have insignificant effects on SMEs performance whereas security choice has a positive and significant effect on the performance of SMEs. Therefore, the study concludes that firms should pay more attention to security choice because the variable has a positive and significant influence in explaining the variability of SMEs performance. Finally, a suggestion for future directions was made accordingly.

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)0.000
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 score0.019
Threshold uncertainty score0.481

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.005
GPT teacher head0.213
Teacher spread0.208 · 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 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
Published2025
Admission routes1
Has abstractyes

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