Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review

Over the past several years, mobile learning concepts have changed the way people perceived on mobile devices and technology in the learning environment. In earlier days, mobile devices were used mainly for communication purposes. Later, with many new advanced features of mobile devices, they have o...

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Main Authors: Mohtar, Syahida, Jomhari, Nazean, Mustafa, Mumtaz Begum, Yusoff, Zulkifli Mohd
Format: Article
Published: Springer 2023
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Online Access:http://eprints.um.edu.my/39474/
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spelling my.um.eprints.394742023-11-28T02:30:47Z http://eprints.um.edu.my/39474/ Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review Mohtar, Syahida Jomhari, Nazean Mustafa, Mumtaz Begum Yusoff, Zulkifli Mohd LB Theory and practice of education Over the past several years, mobile learning concepts have changed the way people perceived on mobile devices and technology in the learning environment. In earlier days, mobile devices were used mainly for communication purposes. Later, with many new advanced features of mobile devices, they have opened the opportunity for individuals to use them as mediated technology in learning. The traditional way of teaching and learning has shifted into a new learning dimension, where an individual can execute learning and teaching everywhere and anytime. Mobile learning has encouraged lifelong learning, in which everyone can have the opportunity to use mobile learning applications to gain knowledge. However, many of the previous studies on mobile learning have focused on the young and older adults, and less intention on middle-aged adults. In this research, it is targeted for the middle-aged adults which are described as those who are between the ages of 40 to 60. Middle-aged adults typically lead very active lives while at the same time are also very engaged in self-development programs aimed at enhancing their spiritual, emotional, and physical well-being. In this paper, we investigate the methodology used by researchers based on the research context namely, acceptance, adoption, effectiveness, impact, intention of use, readiness, and usability of mobile learning. The research context was coded to the identified methodologies found in the literature. This will help one to understand how mobile learning can be effectively implemented for middle-aged adults in future work. A systematic review was performed using EBSCO Discovery Service, Science Direct, Google Scholar, Scopus, IEEE and ACM databases to identify articles related to mobile learning adoption. A total of 65 journal articles were selected from the years 2016 to 2021 based on Kitchenham systematic review methodology. The result shows there is a need to strengthen research in the field of mobile learning with middle-aged adults. Springer 2023-03 Article PeerReviewed Mohtar, Syahida and Jomhari, Nazean and Mustafa, Mumtaz Begum and Yusoff, Zulkifli Mohd (2023) Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review. Multimedia Tools and Applications, 82 (7). pp. 11117-11143. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-022-13698-y <https://doi.org/10.1007/s11042-022-13698-y>. 10.1007/s11042-022-13698-y
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic LB Theory and practice of education
spellingShingle LB Theory and practice of education
Mohtar, Syahida
Jomhari, Nazean
Mustafa, Mumtaz Begum
Yusoff, Zulkifli Mohd
Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
description Over the past several years, mobile learning concepts have changed the way people perceived on mobile devices and technology in the learning environment. In earlier days, mobile devices were used mainly for communication purposes. Later, with many new advanced features of mobile devices, they have opened the opportunity for individuals to use them as mediated technology in learning. The traditional way of teaching and learning has shifted into a new learning dimension, where an individual can execute learning and teaching everywhere and anytime. Mobile learning has encouraged lifelong learning, in which everyone can have the opportunity to use mobile learning applications to gain knowledge. However, many of the previous studies on mobile learning have focused on the young and older adults, and less intention on middle-aged adults. In this research, it is targeted for the middle-aged adults which are described as those who are between the ages of 40 to 60. Middle-aged adults typically lead very active lives while at the same time are also very engaged in self-development programs aimed at enhancing their spiritual, emotional, and physical well-being. In this paper, we investigate the methodology used by researchers based on the research context namely, acceptance, adoption, effectiveness, impact, intention of use, readiness, and usability of mobile learning. The research context was coded to the identified methodologies found in the literature. This will help one to understand how mobile learning can be effectively implemented for middle-aged adults in future work. A systematic review was performed using EBSCO Discovery Service, Science Direct, Google Scholar, Scopus, IEEE and ACM databases to identify articles related to mobile learning adoption. A total of 65 journal articles were selected from the years 2016 to 2021 based on Kitchenham systematic review methodology. The result shows there is a need to strengthen research in the field of mobile learning with middle-aged adults.
format Article
author Mohtar, Syahida
Jomhari, Nazean
Mustafa, Mumtaz Begum
Yusoff, Zulkifli Mohd
author_facet Mohtar, Syahida
Jomhari, Nazean
Mustafa, Mumtaz Begum
Yusoff, Zulkifli Mohd
author_sort Mohtar, Syahida
title Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
title_short Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
title_full Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
title_fullStr Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
title_full_unstemmed Mobile learning: Research context, methodologies and future works towards middle-aged adults - a systematic literature review
title_sort mobile learning: research context, methodologies and future works towards middle-aged adults - a systematic literature review
publisher Springer
publishDate 2023
url http://eprints.um.edu.my/39474/
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score 13.214268