MétaCan
Menu
Back to cohort
Record W121315972

Causes of Inequalities in Educational Development among Nationalities in Nigeria

2003· article· en· W121315972 on OpenAlex
R.O.A. Aluede, Lawrence I. Aguele, Oyaziwo Aluede

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

VenueEducational research quarterly · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Education and Politics
Canadian institutionsnot available
Fundersnot available
KeywordsDisadvantagedDisadvantageEthnic groupInequalityPoliticsEducational attainmentEconomic growthEducational inequalityStructural inequalityPolitical scienceDistribution (mathematics)Primary educationDevelopment economicsPower (physics)SociologyEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

Inequality in educational development in pluralist societies has often been attributed to the differences in political interests and will. It is the view of this paper that political factor alone may not be responsible for the levels of disparities in educational developments in various nationalities in Nigeria. It concludes that it is the combination of the forces of culture, ethnicity, history of development of education and political factor that are responsible for the levels of disparities in educational development of nations. Inequality in educational development in any pluralist country is often a major factor militating against the emergence of a united and strong nation from ethnic nationalities that are commonly present within the state. These ethnic groups or regions grow differently in educational attainment. Thus, some ethnic groups are at either a great advantage or disadvantage in the distribution of public offices. This happens because education plays a major role in the power sharing or allocation process. The resultant effect of this education-based power sharing process in many nations has been accusations of discrimination by the disadvantaged ethnic groups or regions. Eke (in Adesina 1977: 10) identified the undesirable inequality in educational development in Nigeria on North and South basis: The educational gap between the North and the South was too wide. The gap was so much that for every child in a primary school in the Northern States, there were four in the Southern States. And for every girl in the secondary school in the North, there were five girls in the South, and for every student in the post-secondary school in the North there were six in the South. This problem is further compounded by the identified inequality in educational development within regions. That is, within the Northern States of Nigeria on the one hand and the Southern States on the other, there is no parity in educational development. A careful study of educational development in the Northern States of Nigeria will show a level of inequality between educational development in the Middle Belt and in the core North (Kosemani, 1995; Nwokidu, 1995). A further analysis of the problem of inequality in educational development will leave no one in doubt as to the appropriateness of Beckett and O'Connel's (1977) reference to the problem. They placed the problem of inequality in educational development in regions in perspective and described it to be of serious magnitude. The problem of educational inequality is fundamental in the history of the development of education, not only in Nigeria, but also in other countries with similar or even different geographical, historical, economic and socio-political background. The seriousness of the problem was further amplified by Abemethy (1969) when he observed that the inequality in educational development of expansion between the South and the North in Nigeria (which is also correct of the Whites and Blacks in the United States of America, the Aborigines and the immigrants in Canada and Australia) has contributed greatly in causing tension in the areas mentioned above. In discussing the causes of educational disparities, attention has been unduly focused on the political factor whereas, it is the view of the authors that many other factors are joining forces to cause educational disparity. It is in view of this, that this paper examines the causes of educational disparity or inequality in Nigeria. In doing this, it draws examples from United States of America, Britain, Australia, and Canada, where similar problems exist. CAUSES OF EDUCATIONAL DISPARITY Cultural factor Cultural factors cause inequality in educational development. The level of development of material culture, technological advancement that has brought about the production of goods, has to a great extent affected the level of educational development. The advanced cultural groups have produced better learning facilities to further the gap of inequality within nations. …

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.492
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.159
GPT teacher head0.456
Teacher spread0.297 · 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