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Record W4416791163 · doi:10.24018/ejedu.2025.6.6.978

School Based Management System and DecisionMaking: A Strategy for Enhancing CommunityInvolvement in Public Primary Schools in Plateau State

2025· article· W4416791163 on OpenAlexaboutno aff
Ughasoro Ifeanyi

Bibliographic record

VenueEuropean Journal of Education and Pedagogy · 2025
Typearticle
Language
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsnot available
Fundersnot available
KeywordsCronbach's alphaPopulationNull hypothesisReliability (semiconductor)Work (physics)Management systemQuarter (Canadian coin)Baseline (sea)

Abstract

fetched live from OpenAlex

This study examined the school based management system as genuine strategies for enhancing community involvement in Public Primary school in central zone of Plateau state. The study adopted descriptive survey design. Two research questions guided the study while one null hypothesis was tested at 0.05 level of significant. Multistage sampling procedure was adopted to select 60 head teachers and 60 SBMC from a population 1051 head teachers and 1055 school based management committee from 1051 public primary schools in central zone of plateau state. The instrument for the study was titled; “School Based Management System and Decision Making strategies for enhancing community involvement in public Primary schools in plateau state’ (SBMSDMCIPPP). The instrument was validated by two experts and a decision rule of 2.50 was taken as a criterion value to guide the study. The reliability of the instrument was determined using Cronbach alpha of 0.78. Mean and standard deviation scores were used to obtain the results of the study. The findings of the study reveals that school based management system such as construction of school facilities like laboratories, ICT room, holding regular meetings with the school are one of the collaborative efforts to enhance community involvement in public primary schools. Decision making strategies such as active participation in decision making process of the school, frequent seeking of parents inputs when making decisions and any decision taken by the school should be transparently communicated to the community leaders as well, parents should be called to discuss the progress of their children in their academics and about their children discipline. Based on the findings of the study it was recommended that efforts should be made to strengthen the need for community based management system in the hosts communities, school should find a way to meet the prominent and significant personalities in the host community to assist on improving the school infrastructures and head teachers should create a social media platform to reach all parents.

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)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.641
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.092
GPT teacher head0.395
Teacher spread0.303 · 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.

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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