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Record W4400695978 · doi:10.47941/jep.2104

Empowering Educational Leaders: Nurturing Strong Teaching and Learning Environments in Kenyan Schools.

2024· article· en· W4400695978 on OpenAlexfundno aff
Nipael Mrutu, Zaituni Ali, Alice Machocho Mwang’ombe

Bibliographic record

VenueJournal of Education and Practice · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Technology Integration
Canadian institutionsnot available
FundersGlobal Affairs CanadaAga Khan Foundation
KeywordsKenyaPsychologyPedagogyMathematics educationSociologyPublic relationsPolitical science

Abstract

fetched live from OpenAlex

Purpose: Kenya’s paradigm shifts in curriculum from content based to competence-based curriculum is geared towards improving the quality of education to meet the global demands. This prompts the need to build a firm foundation from early childhood education through appropriate classroom learning experiences and good leadership. This study explored educational leaders' practices in their management of primary schools in Kenya. Methodology: This article draws evidence from the Longitudinal Study which was designed among other things to establish the best practices that teacher educators can adopt to inform the professional learning of Student Teachers to become effective champion teachers, and leaders. The study adopted a mixed method approach with a sample size of 29, comprising 4 education officers, 25 head teachers in Mombasa and Kilifi counties in Kenya. Findings: The findings revealed that most education leaders have embraced transformative leadership styles and policies to motivate their subordinates through action research, portfolio, mentorship, coaching, collaboration, and networking. Findings revealed further that mentorship is key in educational leadership and thus should be regarded as a vital aspect in teacher education and in professional learning. Data also indicated that leadership styles differ in relation to the context. Unique Contribution to Theory, Policy and Practice: The leader’s role is deeply involved with setting the school’s direction; thus, teacher leadership preparation is essential for successful implementation of education processes and programs. Hence, we recommend that school leaders should be adequately prepared to face the tasks and the accompanying contextual challenges they face once assigned the responsibilities to lead institutions.

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)0.003
metaresearch head score (Gemma)0.003
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0090.003
Scholarly communication0.0030.002
Open science0.0010.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.033
GPT teacher head0.422
Teacher spread0.390 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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