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Record W4410941763 · doi:10.21083/ajote.v14i1.8334

English Teachers’ perspectives on infusing ICT in Engineering Graphics and Design pedagogies using the TPACK Framework

2025· article· en· W4410941763 on OpenAlexvenueno aff
Mogale Simon Albert Maeko

Bibliographic record

VenueAfrican Journal of Teacher Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicTechnology-Enhanced Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsInformation and Communications TechnologyMathematics educationEngineeringPedagogySociologyComputer sciencePsychology

Abstract

fetched live from OpenAlex

The 21st century and the 4th Industrial Revolution have necessitated a shift in pedagogies, highlighting the importance of integrating Information and Communication Technology (ICT) into education. This study explored Engineering Graphics and Design (EGD) teachers’ perspectives on the use of ICT in EGD classrooms, aiming to recommend strategies for effective integration using the Technological Pedagogical and Content Knowledge (TPACK) framework. Using a qualitative approach, data were collected from nine EGD teachers across secondary schools in the uMgungundlovu district of KwaZulu-Natal, South Africa, through semi-structured interviews and classroom observations. Thematic and descriptive analyses revealed that ICT plays a vital role in enhancing EGD instruction. Teachers demonstrated strong Technological Knowledge (TK) and effectively used tools such as AutoCAD and simulations to facilitate learners’ understanding of complex concepts. They also showed competence in aligning technology with pedagogy (TPK) and content (TCK). However, their efforts were often constrained by limited infrastructure and outdated resources. These systemic challenges hinder the full realisation of ICT’s potential in classrooms. The study recommends that the Department of Basic Education prioritize investment in ICT infrastructure and ensure equitable resource distribution. It also underscores the need for continuous professional development rooted in the TPACK framework and the creation of digital teaching resources. Furthermore, establishing professional learning communities is essential to foster collaboration and improve the integration of ICT in teaching practices. These measures are crucial for empowering teachers and preparing learners for the demands of a technologically driven world.

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)0.002
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation 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 score0.033
Threshold uncertainty score0.730

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.043
GPT teacher head0.372
Teacher spread0.329 · 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.

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
Published2025
Admission routes1
Has abstractyes

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