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Record W7106574142 · doi:10.5281/zenodo.17693534

Integrating ICT in Teacher Education: A Critical Analysis of Digital Tool Usage and Its Effect on Secondary School Students' Performance in Jharkhand

2025· article· W7106574142 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Language
FieldSocial Sciences
TopicE-Learning and COVID-19
Canadian institutionsnot available
Fundersnot available
KeywordsInformation and Communications TechnologyGovernment (linguistics)Test (biology)Quarter (Canadian coin)Presentation (obstetrics)Technology integrationClass (philosophy)Descriptive statistics

Abstract

fetched live from OpenAlex

Integrating information and communication technology (ICT) into teacher education is considered vital for improving secondary classroom practice and student outcomes. In Jharkhand, ICT infrastructure in schools has expanded, but concerns remain about how far ICT-related teacher education has led to meaningful digital tool use and measurable gains in student performance. This study examined the extent of ICT integration by secondary school teachers who had received ICT-related training and analysed its perceived effect on students’ academic achievement. A descriptive survey was conducted with 50 secondary school teachers from government and private schools in rural, semi-urban and urban areas of Jharkhand. A researcher-developed questionnaire gathered data on demographics, frequency and type of digital tool use, self-rated level of ICT integration, and teachers’ perceived and estimated impact of ICT on students’ test and examination scores. Data were analysed using frequencies and percentages. Most teachers reported regular use of digital tools: 64% used them at least three to four times per week and 22% once or twice weekly. Presentation software and educational videos were most frequently used, followed by educational apps and learning management systems. Half rated their ICT integration as “moderate” and about one-third as “high”. Seventy-two per cent perceived a positive or strongly positive effect on students’ performance, and around two-thirds estimated average class scores had risen by 6–15%, though about one quarter reported no clear change or were unsure. The findings suggest ICT-oriented teacher education is promoting regular digital tool use and perceived gains in achievement, but practice remains dominated by presentations and videos. Strengthening ongoing professional development in student-centred digital pedagogy and addressing constraints in rural, resource-poor schools is essential for realising ICT’s full potential.

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.

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)0.003
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.771
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.019
GPT teacher head0.329
Teacher spread0.310 · 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