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Record W4324045521 · doi:10.5539/jel.v12n2p99

The Project-Based Learning Model Using Gamification to Enhance 21st Century Learners in Thailand

2023· article· en· W4324045521 on OpenAlex
Chotika Wanglang, Pinanta Chatwattana

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 · 2023
Typearticle
Languageen
FieldPsychology
TopicEducational Games and Gamification
Canadian institutionsnot available
Fundersnot available
KeywordsProject-based learningProcess (computing)Computer scienceMathematics educationKnowledge managementPsychology

Abstract

fetched live from OpenAlex

This research are develop the project-based learning model using gamification which can be used as a guideline to develop the project-based learning system using gamification to enhance 21st century learners through the six steps of project-based learning process and instruction activities using gamification; thereby, users can interact and exchange knowledge with one another through the social network, encouraging them to have creative thinking skills, which is needed for 21st century learners. The objectives of this research are (1) to study and synthesise the conceptual framework of the project-based learning model using gamification to enhance 21st century learners, (2) to develop the project-based learning model using gamification to enhance 21st century learners, and (3) to study the results after using the project-based learning model using gamification to enhance 21st century learners. The participants in this research include seven experts from various institutions, all of whom are specialised in design and development of instruction models and instruction systems. The research tools consist of (1) the project-based learning model using gamification to enhance 21st century learners, and (2) the evaluation form on the suitability of the project-based learning model using gamification to enhance 21st century learners. According to the results, which are in line with the expectation of the researchers, it is found that (1) the overall suitability of the development of the project-based learning model using gamification to enhance 21st century learners (overall elements) is at a very high level, and (2) the overall suitability of the development of the project-based learning model using gamification to enhance 21st century learners is at a very high level.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.446
Threshold uncertainty score0.314

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.042
GPT teacher head0.389
Teacher spread0.348 · 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