Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin

The incorporation of artificial intelligence (AI) in mathematics teaching is gaining popularity. This study underlines the potential benefits of AI in mathematics teaching but raises problems about how students perceive and use AI tools in their learning. We might have concerns about issues such as...

Full description

Saved in:
Bibliographic Details
Main Authors: Abd Malik, Hafizul Asyraf, Azmi, Nurfarahanim, Tajul Arifin, Sarah Aqilah
Format: Student Project
Language:English
Published: 2024
Subjects:
Online Access:https://ir.uitm.edu.my/id/eprint/94882/1/94882.pdf
https://ir.uitm.edu.my/id/eprint/94882/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.uitm.ir.94882
record_format eprints
spelling my.uitm.ir.948822024-05-14T04:18:00Z https://ir.uitm.edu.my/id/eprint/94882/ Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin Abd Malik, Hafizul Asyraf Azmi, Nurfarahanim Tajul Arifin, Sarah Aqilah Dissertations, Academic. Preparation of theses The incorporation of artificial intelligence (AI) in mathematics teaching is gaining popularity. This study underlines the potential benefits of AI in mathematics teaching but raises problems about how students perceive and use AI tools in their learning. We might have concerns about issues such as a lack of comprehension, reliance on technology, and a loss in human interaction. Many students lack sufficient exposure to AI technology in their educational environment, resulting in limited experience in utilizing AI. Hence, the purpose of this study is to explore perception of students on adopting AI in mathematics disciplines. We will examine how does PE (PE), SI (SI), and EE (EE) influence Students’ Perception (SP). A quantitative study with 106 student participants will gauge perceptions of AI in math education using a 5-point Likert-scale survey. It will focus on performance expectation, SI, and effort expectation as variables from the UTAUT model. Data will be collected through an online survey distributed to UiTM mathematics students, and SmartPLS will be used for analysis, including mean identification, reliability analysis with Cronbach Alpha, and correlation analysis to assess variable associations. According to the findings, students' perceptions of AI technologies have a major impact on their academic achievement and overall learning experiences. While AI has significant benefits, it also has drawbacks, such as knowledge gaps and reliance on technology. The report emphasises the potential benefits of AI integration, such as improved performance and learning experiences, while also recognising the obstacles of AI adoption. Finally, our research advises educators and AI developers on how to optimise AI integration, paving the way for a future in which AI alters mathematical teaching. 2024 Student Project NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/94882/1/94882.pdf Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin. (2024) [Student Project] (Unpublished)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Dissertations, Academic. Preparation of theses
spellingShingle Dissertations, Academic. Preparation of theses
Abd Malik, Hafizul Asyraf
Azmi, Nurfarahanim
Tajul Arifin, Sarah Aqilah
Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
description The incorporation of artificial intelligence (AI) in mathematics teaching is gaining popularity. This study underlines the potential benefits of AI in mathematics teaching but raises problems about how students perceive and use AI tools in their learning. We might have concerns about issues such as a lack of comprehension, reliance on technology, and a loss in human interaction. Many students lack sufficient exposure to AI technology in their educational environment, resulting in limited experience in utilizing AI. Hence, the purpose of this study is to explore perception of students on adopting AI in mathematics disciplines. We will examine how does PE (PE), SI (SI), and EE (EE) influence Students’ Perception (SP). A quantitative study with 106 student participants will gauge perceptions of AI in math education using a 5-point Likert-scale survey. It will focus on performance expectation, SI, and effort expectation as variables from the UTAUT model. Data will be collected through an online survey distributed to UiTM mathematics students, and SmartPLS will be used for analysis, including mean identification, reliability analysis with Cronbach Alpha, and correlation analysis to assess variable associations. According to the findings, students' perceptions of AI technologies have a major impact on their academic achievement and overall learning experiences. While AI has significant benefits, it also has drawbacks, such as knowledge gaps and reliance on technology. The report emphasises the potential benefits of AI integration, such as improved performance and learning experiences, while also recognising the obstacles of AI adoption. Finally, our research advises educators and AI developers on how to optimise AI integration, paving the way for a future in which AI alters mathematical teaching.
format Student Project
author Abd Malik, Hafizul Asyraf
Azmi, Nurfarahanim
Tajul Arifin, Sarah Aqilah
author_facet Abd Malik, Hafizul Asyraf
Azmi, Nurfarahanim
Tajul Arifin, Sarah Aqilah
author_sort Abd Malik, Hafizul Asyraf
title Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
title_short Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
title_full Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
title_fullStr Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
title_full_unstemmed Factors influencing Malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / Hafizul Asyraf Abd Malik, Nurfarahanim Azmi and Sarah Aqilah Tajul Arifin
title_sort factors influencing malaysia university students' perceptions of artificial intelligence adoption in mathematics disciplines / hafizul asyraf abd malik, nurfarahanim azmi and sarah aqilah tajul arifin
publishDate 2024
url https://ir.uitm.edu.my/id/eprint/94882/1/94882.pdf
https://ir.uitm.edu.my/id/eprint/94882/
_version_ 1800100629957312512
score 13.159267