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Record W7126230135 · doi:10.5539/jel.v15n1p479

The Development of Students’ Reading Comprehension Through Creative-Based Learning with Canva Application

2025· article· W7126230135 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Education and Learning · 2025
Typearticle
Language
FieldComputer Science
TopicEnglish Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsReading comprehensionCertificateReading (process)Thematic analysisQualitative researchComprehensionLikert scaleQualitative property

Abstract

fetched live from OpenAlex

The aims of this study were 1) to investigate the effect of using CBL with Canva application on the reading comprehension performance 2) to determine the satisfaction level of students towards learning through CBL with Canva application and 3) to explore the experiences that the students have obtained with regard to their reading comprehension tasks using CBL with Canva application. The study involved 32 purposively selected students who studied at the third-year Vocational Certificate in Electronics at Kalasin Technical College, Kalasin, Thailand. Furthermore, this study employed a mixed-methods approach. For the qualitative part, the following research instruments were pre-test and post-test, a questionnaire on students’ satisfaction levels with learning through CBL with Canva application. For the qualitative part, it utilized the semi-structured interview. The data statistically analyzed and interpreted using the mean, standard deviation, and t-test. The data from the semi-structured interviews were analyzed using a thematic analysis. Results from the study revealed that there was a significant difference between the pre-test and post-test at 0.001 level of significance after using CBL with Canva Application was implemented. In addition, the percentage level of satisfaction with the intervention was high. Moreover, the interview revealed that the students consistently expressed their appreciation for the interactive, collaborative, and visually stimulating aspects of CBL with the Canva application. These results confirm that using CBL with the Canva application not only to enhance students’ reading comprehension performance but also increase experiences and promote positive attitudes towards learning English.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.735
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
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 head0.011
GPT teacher head0.310
Teacher spread0.299 · 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