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Record W2121784013 · doi:10.5430/wje.v3n1p32

Policy Issues in the Administration of Higher Education in Nigeria

2013· article· en· W2121784013 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
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

VenueWorld Journal of Education · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsEconomic shortageAdministration (probate law)Government (linguistics)Corporate governanceHigher educationCitizen journalismPaymentPublic administrationHigher education policyBusinessEconomic growthPublic relationsPolitical scienceEducation policyEconomicsFinance

Abstract

fetched live from OpenAlex

This paper evaluates policy initiatives in the Nigerian higher educational system with a view to bringing it in linewith good practices. Issues of gender, management/governance, teaching, research and funding were discussed. Thestudy revealed that government’s funding is insufficient to maintain institutional performance because of the policystance of non-payment of tuition fees at undergraduate level. It advocates policy reforms that support cost sharingwith students but with appropriate mix of scholarships to enable students pay prescribed fees. The paper indicatedthat participatory governance is appropriate in administering universities because of its capacity to involve relevantstakeholders in decision-making. The paper highlighted that, teaching and research in Nigerian Universities are notresponsive to employers’ requirements; and new policy initiatives geared towards ameliorating the situation arehampered by shortage of staff, inadequate funding and poor physical facilities. The paper found that genderinequality in higher education is a social problem which has necessitated the creation of centres for mainstreaminggender in the system. The study concluded that for Universities and other higher educational institutions in Nigeria toremain self-reliant, self-steering and able to survive in a competitive world; various higher education policies shouldbe effectively institutionalized and operationalised.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.536
Threshold uncertainty score1.000

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.410
Teacher spread0.387 · 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