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Record W4390077551 · doi:10.11591/edulearn.v18i1.21227

Principles and problems of policy implementation reconsiderations for effective secondary school administration

2023· article· en· W4390077551 on OpenAlexaff
Dorah A. Akporehe, O. Okandeji Comfort, Blessing Egoh

Bibliographic record

VenueJournal of Education and Learning (EduLearn) · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSchool Leadership and Teacher Performance
Canadian institutionsConcordia University
Fundersnot available
KeywordsCronbach's alphaProblem statementFlexibility (engineering)Test (biology)Statement (logic)Openness to experienceData collectionPopulationSample (material)Medical educationAdministration (probate law)PsychologyMathematics educationDescriptive statisticsPolitical scienceMedicineManagement scienceSociologyMathematicsStatisticsSocial psychologyEngineeringSocial scienceLaw

Abstract

fetched live from OpenAlex

Policy implementation has presented the Nigerian educational system with countless obstacles cum problems. This research explored the principles and problems of policy implementation reconsiderations for effective secondary school administration. The study adopted a descriptive research design. The study population was 286 principals. The study sample was 229 principals drawn through a simple random sampling, representing 80% of the population. An instrument, principles and problems of policy implementation for effective secondary school administration was utilized for data collection. Cronbach alpha established a reliability coefficient of 0.89. Mean and standard deviation were used for data collection, while a t-test was utilized to test the hypotheses at a 0.05 significance level. The researchers found that the principles of policy implementation for effective secondary school administration are founded on ensuring a positive and clear policy statement, flexibility in the policy statement, fact-based policy statement, effectiveness in policy statement communication, openness to review, and properly documented in writing. It was recommended that school principals provide copies of the school policy to all the teachers. The principals should not be subjective in implementing policy for effective school administration. The implication of the study is that principals should adopt effective principles for policy implementation.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.148
metaresearch head score (Gemma)0.149
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.148
Threshold uncertainty score0.781

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1480.149
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0100.038
Scholarly communication0.0200.013
Open science0.0040.009
Research integrity0.0070.017
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 head0.056
GPT teacher head0.407
Teacher spread0.351 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations2
Published2023
Admission routes1
Has abstractyes

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