MétaCan
Menu
Back to cohort
Record W314285302

Exploring the impact of in-service training on elementary science teachers’ professional competence

2014· article· en· W314285302 on OpenAlexaboutno aff
Inayat Ullah

Bibliographic record

VenueeCommons - AKU (Aga Khan University) · 2014
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicDiverse Educational Innovations Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)Science educationProfessional developmentMedical educationPsychologyPedagogyMathematics educationMedicineSocial psychology
DOInot available

Abstract

fetched live from OpenAlex

Public school teachers in Pakistan often undergo in-service trainings that are usually managed by foreign donor-funded agencies. Because of the poor performance of primary schools, the training projects usually focus on professional development of primary and elementary teachers. It is important to know how much the programmes are beneficial for building teachers’ professional knowledge basis by enhancing their teaching skills. To improve schools and enhance professional competence of elementary teachers, the Aga Khan University-Institute for Educational development launched a project known as Strengthening Teacher Education in Pakistan (STEP) through funding of Foreign Affairs and Trade Developments of Canada and the Aga Khan foundation (AKF-C) Canada. Among a variety of programmatic activities, Whole School Improvement (WSIP) is one of the key programmes of STEP project implemented in multifaceted interventions in three separate districts of Balochistan. Teachers continued professional development through in-house workshops and follow up support has been one of the key factors of WSIP. This study explored the impact of training programme conducted under Whole School Improvement Programme (WSIP) on primary teachers’ competence in the context of Balochistan. A qualitative case study methodology was adopted to conduct the study. The participants comprised four primary teachers and a Lead Teacher who was the master trainer. The data was collected through multiple sources: semi-structured interviews, classroom observation, field notes and document analysis. The main findings of the study suggested that the teachers built a collaborative learning environment in the schools. Their interactions and discussions enhanced their professional knowledge and skills. The teachers also developed friendly attitude with students. Furthermore, the teachers believed that on the one hand, the new learnt pedagogies help them involve students in interactive learning and on the other hand, they perceived that the pedagogical skills were helpful to enhance students’ conceptual understanding of science topics. However, the teachers faced challenges like, shortage of necessary teaching materials, lack of parental involvement, pressure of syllabus completion and lack of follow up support. These challenges impede the process of effective classroom teaching and learning. The study recommends further support in terms of resources and professional development for teachers.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.027
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.156
GPT teacher head0.278
Teacher spread0.121 · 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 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
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueeCommons - AKU (Aga Khan University)Same topicDiverse Educational Innovations StudiesFrench-language works237,207