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Record W4403871521 · doi:10.1002/rev3.70011

Assessing the phenomenon of out‐of‐school children in Nigeria: Issues, gaps and recommendations

2024· article· en· W4403871521 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueReview of Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicPoverty, Education, and Child Welfare
Canadian institutionsUniversity of ManitobaCarleton University
FundersQatar Foundation
KeywordsPhenomenonPsychologyEpistemology

Abstract

fetched live from OpenAlex

Abstract Since the 1950s, the Nigerian government has undertaken various reforms and assessments to improve educational planning and delivery. Schemes and legal frameworks, such as Alternative Schools, Universal Basic Education, the Open School Program and the Child Right Act, exemplify efforts to universalise elementary education in the country. Yet, up to 20 million children and youth in Nigeria are currently out of school. Utilising a critical literature review approach, validated by empirical data and correlation analysis, this paper assesses Millennium Development Goal 2 and Sustainable Development Goal 4 to identify the factors that make education inaccessible for children in Nigeria vis‐à‐vis the effectiveness of policies and government interventions. The critical literature review evaluates prior research and data to understand the systemic issues within Nigeria's educational framework. Through this approach, we identify patterns and relationships that underpin the educational crisis, highlighting both successes and persistent gaps. To quantify the relationships between variables, we employed correlation analysis. Our assessment shows a significant positive correlation between unemployment and the rate of out‐of‐school children in the country, indicating that favourable socio‐economic conditions translate to improved access to education. Additionally, geopolitical disparities, insecurity and public spending on education collectively influence educational outcomes in Nigeria. We recommend a reimagining of the out‐of‐school children phenomenon by government agencies, non‐governmental organisations and civil society to focus on household‐level intervention policies that reflect local socio‐economic conditions. This study proposes the initiation of a sovereign annual fiscal audit and expenditure tracker to monitor the flow of funds from patrons or the government to the proposed beneficiaries. Furthermore, we suggest a review of the Universal Basic Education Act of 2004 and recommend that schools are brought even closer to children in crisis‐stricken areas. The findings underscore the pressing need of targeted, context‐specific strategies to address the multifaceted barriers to education in Nigeria. Context and implications Rationale for this study : Comprehensive critical reviews on the issue of out‐of‐school children (OOSC) in Nigeria are scarce. With an alarming 20 million children not attending primary and secondary schools, a thorough scholarly evaluation of this pressing issue is urgently needed. Why the new findings matter : By highlighting key issues such as government commitment, household economy and insecurity as factors influencing OOSC rates, this study offers actionable recommendations to both the private and public sectors on how to effectively reduce the number of out‐of‐school children in line with the sustainable development goals (particularly, SDG4). Implications for policy makers, researchers and the general public : The findings of this study will assist policy makers (government bodies, schools and interested development partners) in developing strategies to tackle the issue of OOSC in Nigeria. It will help improve the design of policies and techniques to address the barriers to education access. Furthermore, it provides the foundation for future research and sensitises the general public to join hands in the advocacy for educational equity.

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: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.711
Threshold uncertainty score0.277

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.026
GPT teacher head0.396
Teacher spread0.370 · 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