Development of an Artificial Intelligence Chatbot-Integrated Learning Platform to Enhance Information, Media, and Technology Literacy Skills for 21st-Century Learners in Distance Learning System

The objectives of this research were to: 1) develop an artificial intelligence chatbot-integrated learning platform to enhance information, media, and technology literacy skills for 21st-century learners in distance learning system, and 2) study the effects of using this platform to enhance these skills. The sample group consisted of 32 undergraduate students from Sukhothai Thammathirat Open University in Thailand, selected through voluntary sampling. The research tools included: 1) the AI chatbot-integrated learning platform designed to enhance information, media, and technology literacy skills, and 2) pre-tests and post-tests assessing these literacy skills. Data were analyzed using percentages, means, standard deviation, t-tests, and content analysis. The research findings were as follows: 1) The development of the artificial intelligence chatbot-integrated learning platform to enhance information, media, and technology literacy skills for learners in distance learning system included four key components: (1) input, with six sub-components—(1.1) learner analysis, (1.2) content analysis, (1.3) learning platform, (1.4) artificial intelligence chatbot, (1.5) personnel, and (1.6) an information, media, and technology literacy test for learners in the distance education system; (2) process; (3) output; and (4) feedback. The AI chatbot’s implementation comprised three steps: (1) pre-learning, (2) self-learning, and (3) self-evaluation. The quality of the AI chatbot-integrated learning platform, as evaluated by experts, was rated at the highest level. 2) The study on the use of the AI chatbot-integrated learning platform revealed that the sample group of 32 students had significantly higher post-test scores compared to their pre-test scores, with statistical significance at the.05 level (t = -15.90, p = .00). Based on the analysis of users’ attitudes and abilities, it was found that the AI chatbot learning platform is effective as a tool for educational recommendations in distance education. The AI chatbot learning platform can also accurately analyze learners’ questions and provide precise answers that meet their needs.

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Publication Details

Journal
Journal of Education and Learning
Published
2024-11-28
DOI
https://doi.org/10.5539/jel.v14n2p190
Citations
1
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.35
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article

Development of an Artificial Intelligence Chatbot-Integrated Learning Platform to Enhance Information, Media, and Technology Literacy Skills for 21st-Century Learners in Distance Learning System

Phantipa Amornrit, Patthanan Bootchuy
1 citations
Journal of Education and Learning
AI in Service Interactions
0.35
article

Development of an Artificial Intelligence Chatbot-Integrated Learning Platform to Enhance Information, Media, and Technology Literacy Skills for 21st-Century Learners in Distance Learning System

Phantipa Amornrit, Patthanan Bootchuy
article en
1 citations

Abstract

The objectives of this research were to: 1) develop an artificial intelligence chatbot-integrated learning platform to enhance information, media, and technology literacy skills for 21st-century learners in distance learning system, and 2) study the effects of using this platform to enhance these skills. The sample group consisted of 32 undergraduate students from Sukhothai Thammathirat Open University in Thailand, selected through voluntary sampling. The research tools included: 1) the AI chatbot-integrated learning platform designed to enhance information, media, and technology literacy skills, and 2) pre-tests and post-tests assessing these literacy skills. Data were analyzed using percentages, means, standard deviation, t-tests, and content analysis. The research findings were as follows: 1) The development of the artificial intelligence chatbot-integrated learning platform to enhance information, media, and technology literacy skills for learners in distance learning system included four key components: (1) input, with six sub-components—(1.1) learner analysis, (1.2) content analysis, (1.3) learning platform, (1.4) artificial intelligence chatbot, (1.5) personnel, and (1.6) an information, media, and technology literacy test for learners in the distance education system; (2) process; (3) output; and (4) feedback. The AI chatbot’s implementation comprised three steps: (1) pre-learning, (2) self-learning, and (3) self-evaluation. The quality of the AI chatbot-integrated learning platform, as evaluated by experts, was rated at the highest level. 2) The study on the use of the AI chatbot-integrated learning platform revealed that the sample group of 32 students had significantly higher post-test scores compared to their pre-test scores, with statistical significance at the.05 level (t = -15.90, p = .00). Based on the analysis of users’ attitudes and abilities, it was found that the AI chatbot learning platform is effective as a tool for educational recommendations in distance education. The AI chatbot learning platform can also accurately analyze learners’ questions and provide precise answers that meet their needs.

Journal of Education and LearningVol. 14(2)
Quality Education
Openalex Percentile: Top 31%
AI in Service Interactions
0.35
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Development of an Artificial Intelligence Chatbot-Integrated Learning Platform to Enhance Information, Media, and Technology Literacy Skills for 21st-Century Learners in Distance Learning System — Phantipa Amornrit, Patthanan Bootchuy · Journal of Education and Learning (2024) | TGRS Research Map | TGRS