Mobile Learning Application Research Articles

Enhancing University Japanese Language Education through New Media Strategies and Impacts

With the rapid development of information technology, new media technology has gradually become an indispensable part of modern education, especially in the field of language teaching has shown great potential. This paper aims to explore the application of new media strategies in college Japanese teaching and its impact on teaching results. First of all, through the overview of the definition of new media and its advantages in the field of education, the unique position of new media in Japanese teaching is clarified. Secondly, the article introduces several new media tools and technologies in detail, such as online course resources, social platforms and mobile learning applications, and their specific application cases in actual teaching. In addition, this study evaluated the change of students' learning behavior and the improvement of Japanese teaching quality before and after new media intervention through quantitative analysis. In view of the problems that may be encountered in practice, such as technical obstacles and teacher training needs, the paper puts forward the corresponding solutions. Finally, the research results show that the rational use of new media can effectively stimulate students' interest in learning, enhance classroom interaction, and significantly improve the teaching effect. This paper not only summarizes the existing research results, but also provides direction and inspiration for further exploration of the application of new media in Japanese teaching in the future.

An Educational Wildlife Game-based Learning Application for Young Learners Using Augmented Reality

These digital days, the learning curve in the educational sector is changing progressively because of technological advancements and societal demands. Technology integration, particularly, provides the ability to engage in diverse learning platforms, which then expose the learners to an immersive learning experience. This study introduced augmented reality (AR) game-based learning mobile application to young learners in exploring wildlife conservation. However, the challenge in mixing fun gameplay and essential wildlife education to foster young learner's interest in wildlife conservation can be tough. In capturing the attention of young learners, the project aims to create a captivating wildlife game application that combines education with entertainment. This project employs a prototyping method, allowing for iterative development and testing of the AR game application to ensure its effectiveness in delivering educational content. The application incorporates interactive elements such as 3D models of wildlife with vocal features and quizzes elements. Findings reveal that the application facilitated the refinement of game mechanics and educational content based on user feedback, leading to an engaging and educational final product. The results emphasize the success of the approach is not only capturing young learner's interest but also increasing their knowledge and awareness of wildlife conservation. In the future, the incorporation of other elements such as leaderboard, badges and rewards have the potential to stimulate young learners’ motivation to actively participate in the learning program.

Supporting equitable access to learning via SMS in Kenya: Impact on engagement and learning outcomes

AbstractThe use of SMS messaging for education has grown in recent years, with particular attention recently during the Covid‐19 pandemic. Mobile phones often have high levels of ownership in low‐income contexts compared to computers, and lower connectivity requirements, which arguably make this a more equitable medium than data‐heavy online instruction, for example. However, given that gender can be a factor to influence mobile device access and use, it is also important to consider educational applications through a gender lens, to avoid further exacerbating digital divides. In this paper, we present an analysis of server log and evaluation data in relation to a literacy‐focused initiative for primary‐aged learners carried out in Kenya as part of the Tusome programme and through the SMS‐based M‐Shule education platform, which does not require an Internet connection or smartphone to run. The extent of engagement with the platform varies according to gender and location within the country. The data also demonstrate a positive impact on learning outcomes regardless of learners' gender and location. Furthermore, the learning gains are shown to be relatively cost‐effective in comparison with educational technology interventions in similar contexts. The findings show that this low‐connectivity adaptive model has a positive impact on learning outcomes. It is a scalable approach to support a range of learners in Kenya, providing more support to learners who need it, and leading to increased foundational learning outcomes overall. As such, the findings will also be of highly relevant to other low‐connectivity contexts. Practitioner notesWhat is already known about this topic Mobile phones can be used as a means to support learning, through mobile learning and SMS, particularly in low‐connectivity contexts, although there is a lack of rigorous evidence of impact upon learning outcomes. Mobile phone device ownership tends to be higher than computer or wired Internet connections in many low‐income contexts. Software applications which adapt to the learners' level have shown good potential for gender‐equitable learning outcomes in low‐income contexts; however, these often require an Internet connection in addition to computers or tablets to be run on. What this paper adds There is a lack of contextually relevant evidence of the impact of SMS‐based mobile learning applications in low‐resource and low‐connectivity contexts upon learning outcomes. Through analysis of data generated via an experimental design, this study provides evidence that literacy materials delivered through an SMS‐based educational platform—M‐Shule—can have a positive impact upon learning outcomes. Furthermore, gains are equitable in terms of learners' gender, and location, within Kenya. Implications for practice and/or policy Mobile phones can be an effective way of reaching learners to provide additional educational support as part of existing education programmes in low‐connectivity environments. Learning gains using M‐Shule are evidenced as significant and relatively cost‐effective. Existing high‐quality learning materials developed in other media can be effectively adapted to SMS to reach learners particularly who are out‐of‐school or during periods of educational disruption.

The Effect of the Use of Mobile Learning Applications on Students' Listening Skills

Listening skills are a key element in language learning, serving as the basis for speaking, reading, and writing skills. This study explores the influence of mobile learning applications on students' listening skills, with a qualitative approach and case study design. The research subjects consisted of high school students and English teachers who used mobile learning applications. Data is collected through in-depth interviews, observations, and documentation of test results. The findings show that the use of mobile learning applications significantly improves students' listening skills, strengthens comprehension, and increases motivation to learn independently. Interactive features in the app, such as varied audio, practice questions, and instant feedback, allow students to learn in a more flexible and personalized way. Despite challenges such as the technology access gap, mobile learning apps offer innovative solutions that support inclusive learning. This study recommends the integration of technology in the language learning curriculum to facilitate the development of more effective listening skills. Thus, mobile learning not only improves learning outcomes but also builds students' interest in language learning, preparing them for the challenges of global communication.

EFL Undergraduate Learners’ Experience on the Use of Mobile Applications for Independent Language Learning

This study analyzed Chinese university EFL learners' experiences with mobile apps for self-directed English learning. Surveying 199 English majors and interviewing 8, it found that students utilize apps for skill enhancement and exam prep, perceiving them as useful, albeit with varying degrees of effectiveness. Insights suggest fostering mobile learning initiatives and reforming university English pedagogy, enabling students to leverage personal experiences for learning gains and teachers to tailor teaching based on student feedback.

Research on Mobile Learning (M-Learning) in Higher Education: A Systematic Review (2016 to 2023)

This study investigates the evolution of mobile learning (M-Learning) applications in higher education between 2016 and 2023. This period marks an era of significant technological innovations and the profound impacts of the COVID-19 pandemic on education. The purpose of this research is to delineate how M-Learning applications are represented in the academic literature during this time and to identify research trends within this field. The research is based on a systematic review of 161 academic articles related to M-Learning, published between 2016 and 2023 in the Scopus and Web of Science databases. The study utilizes the TCCM (Theory, Context, Characteristics, Methodology) framework to conduct an in-depth analysis of theoretical approaches, research contexts, learning characteristics, and methodological strategies in the literature. The findings reveal that M-Learning positively impacts areas such as collaboration, skill development, and self-assessment among students. The effective use of mobile devices as educational tools by instructors and students is identified as crucial for the success of M-Learning applications. Moreover, the success of M-Learning is closely linked to users' attitudes toward technology and the integration of technological and pedagogical supports into the learning processes. This systematic review provides significant insights into how M-Learning can transform learning and teaching practices in higher education. It suggests strategic planning and further research for educators, policymakers, and researchers on integrating mobile technologies into learning processes. Specifically, there is a need to explore the long-term effects of M-Learning on student achievement and its applicability in various learning contexts.

Exploring the Impact of Mobile Devices in E-Learning: A case Study Evaluating its Effectiveness

Aim. The integration of mobile devices into educational environments has revolutionized the landscape of e-learning, presenting new opportunities and challenges. This research paper aims to examine the pivotal role of mobile devices in the e-learning environment and assess the effectiveness of mobile learning applications in enhancing the educational experience. Methodology. The study employs a mixed-methods approach, combining quantitative data through surveys and usage analytics with qualitative insights derived from interviews and focus group discussions. Results. By analyzing the perspectives of both educators and learners, the research investigates how mobile devices contribute to the flexibility and accessibility of e-learning content. Additionally, the paper evaluates the effectiveness of various mobile learning applications in promoting engagement, knowledge retention, and overall learning outcomes. It scrutinizes the features that contribute to the success of these applications, such as user interface design, interactivity, and adaptability to diverse learning styles. Furthermore, the research delves into the challenges associated with mobile learning, including issues related to device compatibility, connectivity, and user motivation. Strategies to overcome these challenges and optimize the benefits of mobile learning are explored. The findings of this study are expected to provide valuable insights for educators, curriculum designers, and developers of mobile learning applications. Conclusion. The research contributes to the ongoing discourse on the effective integration of mobile devices in e-learning environments and offers recommendations for optimizing the design and implementation of mobile learning strategies.

Smartphones: A Catalyst for Tobacco Control Training in India

The tobacco crisis confronting low- and middle-income countries (LMICs) requires scale-up of effective tobacco control programs, such as Tobacco Free Teachers-Tobacco Free Society (TFT-TFS). We previously demonstrated the efficacy of TFT-TFS in increasing tobacco use cessation among teachers and schools’ adoption of tobacco control policies in Bihar, India. To scale TFT-TFS, we are now pioneering a smartphone-based mobile learning strategy to train principals (or their designees) in Madhya Pradesh to implement and monitor TFT-TFS in schools. Research underscores the transformative potential of mobile learning: a flexible, scalable, and cost-effective alternative to in-person training methods. Our study is a unique opportunity to test a training approach that could have implications for wider and more efficient delivery of other public health programs. The strategic use of gamification and digital storytelling enhances the TFT-TFS mobile training app. Gamification mechanics—including points, leaderboards, and digital badging—foster a dynamic learning environment to enhance learning outcomes. This approach propels continuous participant engagement toward understanding and implementation of TFT-TFS’s six monthly themes and four program components. The TFT-TFS smartphone training program weaves in elements of Indian culture, notably the symbolic use of colors and kites. The Indian kite festival celebrates communal harmony through healthy competition. Similarly, the app employs the idea of school kites, which are divided into six blank segments corresponding to the TFT-TFS monthly themes. Participants navigate each module, engaging with animated videos, digital assessments, and interactive activities. Upon a principal’s successful completion of each monthly theme’s program components, the school’s kite receives a new color, unlocking the subsequent theme. The TFT-TFS smartphone training showcases a unique interactive mobile learning application that integrates gamification and tests how to scale up an effective tobacco control program in schools in India and other LMICs. The TFT-TFS smartphone-based training app may also have relevance to other public health-related training efforts in resource-constrained areas.

Disentangling the influence of mobile learning usability and its determinants–PLS-SEM and importance-performance investigation

Today, numerous mobile learning applications are used to enable learning during the working process or on-the-go. However, few insights that are available regarding mobile application usability (MAU) and its determinants in the context of mobile learning. More specifically, there is a critical need to disentangle the determinants of MAU and their overall impact on MAU while also acknowledging the possible motivational consequences. Therefore, we developed a theoretical model of MAU, its determinants, and its consequences. By utilizing a free simulation experiment, we investigated the role of MAU in the domain of mobile learning. We used structural equation modeling to analyze the theoretical model. The results show a significant influence of MAU on mobile learning compatibility, performance expectancy, and self-efficacy. The results also indicate that compatibility acts as a partial mediator of usability on performance expectancy. Finally, we conducted an importance-performance analysis that reveals key usability insights: UI output, the most critical factor, underperforms, highlighting a major improvement area. UI structure and application design also need enhancement. In contrast, UI input and application utility perform well despite lower importance, with UI graphics showing adequate performance despite being least crucial. The present paper contributes to the discussion concerning MAU and its impact on mobile learning, while delivering formative insights of MAU for mobile learning applications.

INVESTIGATION OF THE USABILITY AND USER EXPERIENCE OF MOBILE LANGUAGE LEARNING APPLICATIONS: BUSUU, DUOLINGO, AND MEMRISE

This study explores the effects of usability and user experience of mobile language learning applications on learning process by evaluating three popular applications Busuu, Duolingo, and Memrise. The data were collected by user interviews and the diary method. With the help of the think-aloud method, user interviews were actualized, and in addition to that the researcher kept a diary by trying all three applications for 10 days. Nielsen’s Heuristics and an adapted version of these heuristics were used within the framework of this study. The researcher's diaries were coded with the help of heuristics. Findings emphasize the strong connection between the user experience and mobile language learning applications’ efficiency. Results indicate that even the adapted version of heuristics has shortages, and it is needed to be developed for future researches. As a result, investigation of user experience is recommended to be evaluated separately for the different phases of application usage in further studies.

Guessing Number: A Game-Based Mobile Application for Children Learning Numbers

The brains of young kids grow in spurts known as crucial periods. The first happens at the age of two, and the second throughout puberty. Mathematics is one of the most important subjects to study and practice in daily life. Nonetheless, it must be admitted that learning numbers for young kids is difficult, particularly for today’s generation. Since it is more interesting and effective than traditional learning, game-based mobile learning applications have recently been used as a learning tool for young kids. Therefore, this paper proposes a learning application for young kids to empower them in learning numbers named “Guessing Number”. The objective of this project is to build an application that will help young kids to learn numbers and play games at the same time to stimulate their brains to remember numbers faster. The features focused on this application is to help them recognize numbers, remember numbers by playing games, and stimulate their brain to think fast. This mobile based application is developed using MIT App Inventor along with Canva to design the interface. The proposed educational application has been successfully built, tested, and uploaded into Google Play Store.

REVOLUTIONIZING EDUCATION: ASSESSING THE IMPACT OF MOBILE LEARNING APPS ON ACADEMIC SUCCESS AND ATTITUDES

This study examines the impact of mobile learning applications on the academic achievement of gifted students and their attitudes toward mobile learning. A quasi-experimental research design was employed. The study population consisted of all gifted eleventh-grade students in the Al-Ahsa region during the first semester of the 2023-2024 academic year. The study sample included 81 gifted male and female students. The experimental group received instruction based on a mobile learning strategy, while the control group participated in traditional classroom settings. Two instruments were developed to evaluate different aspects. The first tool aimed to examine the impact of mobile learning applications on student achievement and was designed based on the course content, while the second tool was a questionnaire to measure participants' attitudes towards mobile learning. The results revealed statistically significant differences between the average academic achievement of gifted students in the experimental group, who learned using mobile learning, and the average achievement of gifted students in the control group, who learned in the usual way. The difference was in favor of the experimental group. Additionally, there were statistically significant differences between the average level of attitudes toward mobile learning (including dimensions such as satisfaction, impact on learning, motivation, and ease of use) among gifted students in the experimental group and the average level of attitudes toward mobile learning among students in the control group. The difference was also in favor of the experimental group. These findings suggest that the integration of mobile learning applications can have a positive impact on the academic achievement of gifted students and their attitudes towards this learning approach. The study highlights the potential of mobile learning technologies to enhance the educational experiences and outcomes of gifted learners.

DEVELOPING MACHINE LEARNING APPLICATION FOR EARLY CARDIOVASCULAR DISEASE (CVD) RISK DETECTION IN FIJI: A DESIGN SCIENCE APPROACH

CVD (cardiovascular disease) has become a significant contributor to premature deaths for many years in Fiji. CVD's late detection also significantly impacts annual deaths and casualties. Currently, Fiji lacks diagnosis tools that would enable people to know their risk levels. In this paper, a machine learning mobile application was developed that can be easily accessible to the local population for early prediction of CVD risk. The design science approach was used to guide the development of the application. The design process involved identifying the problem and motivation, setting objectives, creating a machine-learning mobile application for medical record analysis, demonstrating the application to selected participants, evaluating its usability and the machine-learning model's performance, and communicating the findings. The results revealed that the application proposed in this paper is an effective tool for CVD prediction in Fiji.

Exploring High School Students' Acceptance and Use of Mobile Applications for English Language Learning

This study explored the perceptions and attitudes of high school English learners towards mobile language learning applications in a southeastern province of Türkiye. It also examined how factors such as gender, age, school type, smartphone ownership, and regular internet access influence the use of these applications among high school EFL learners. The research involved 650 high school students aged 15 to 17 years old, across 9th, 10th, and 11th grades, and was conducted using a mixed-methods approach, predominantly quantitative. Questionnaires were distributed in four different public high schools, and semi-structured interviews were carried out with 30 volunteering students. Findings indicated that high school EFL learners generally held positive perceptions and attitudes towards mobile language learning apps, using them for various purposes, including practicing and developing English language skills. Keywords: Mobile-Assisted Language Learning, English as a Foreign Language, Learning English, Mobile Applications

Effects of Foreign Language Learning Mobile Applications on the Success of Fourth-Grade Students

The purpose of this research is to investigate the effect of mobile applications on fourth grade English language learners' academic achievement. This explanatory sequential mixed methods research includes quantitative and qualitative research methods. Quantitative data were collected from 208 students and qualitative data were collected from 24 teachers, students, and parents. The results of this research show a significant positive relationship between the frequency of app use and academic performance in English class. Findings from qualitative interviews with students, parents, and teachers shed light on the ways in which these applications facilitate vocabulary acquisition, pronunciation improvement, exam preparation, and exposure to illustrative cases. The findings underscore the importance of incorporating technology into language learning to enhance skills and achieve better outcomes, and encourage further research into the effectiveness of language learning applications in different settings.

Development of android-based mobile learning media to increase learning results in vocational high schools

The purpose of this research is to produce android-based mobile learning media and to determine its effectiveness on student learning outcomes. This research is a type of research and development method conducted through the ADDIE model, so this research is a type of research and development. The media was validated by experts in three fields, namely material, media, and language. The test subjects were 32 vocational students majoring in Automotive Engineering. Data analysis conducted to evaluate the effectiveness of the media involves the use of n-gain score and paired sample test statistics. The results of the study prove that, (1) the mobile learning media developed is very feasible to be used in learning activities for equipment and supplies in the workplace based on the results of validation by material experts of 87.8%, language experts of 95%, media experts of 90.5%, and student responses of 93.3%. (2) mobile learning media is very effective to use and has a significant effect on improving student learning outcomes, based on the results of the average score of the field trial after using mobile learning of 86.94 with a gain value of 0.72 with high criteria and t-test results of 0.00 <0.05. (3) the application of mobile learning as learning media makes it possible for students to learn independently.

Exploring the perspectives of health care professionals on digital health technologies in pediatric care and rehabilitation

BackgroundDigital health technologies are increasingly used by healthcare professionals working in pediatric hospital and rehabilitation settings. Multiple factors may affect the implementation and use of digital health technologies in these settings. However, such factors have not been identified in a multidisciplinary, pediatric context. The objective of this study was to describe actual use and to identify the factors that promote or hinder the intention to use digital health technologies (mobile learning applications, virtual/augmented reality, serious games, robotic devices, telehealth applications, computerized assessment tools, and wearables) among pediatric healthcare professionals.MethodsAn online survey evaluating opinions, current use, and future intentions to use digital health technologies was completed by 108 professionals at one of Canada’s largest pediatric institutes. Mann-Whitney U tests were used to compare the attitudes of healthcare professionals who intend to increase their use of digital health technologies and those who do not. Linear regression analyses were used to determine predictors of usage success.ResultsHealthcare professionals reported mostly using mobile and tablet learning applications (n = 43, 38.1%), telehealth applications (n = 49, 43.4%), and computerized assessment tools (n = 33, 29.2%). Attitudes promoting the intention to increase the use of digital health technologies varied according to technology type. Healthcare professionals who wished to increase their use of digital health technologies reported a more positive attitude regarding benefits in clinical practice and patient care, but were also more critical of potential negative impacts on patient-professional relationships. Ease of use (β = 0.374; p = 0.020) was a significant predictor of more favorable usage success. The range of obstacles encountered was also a significant predictor (β = 0.342; p = 0.032) of less favorable evaluation of usage success. Specific factors that hinder successful usage are lack of training (β = 0.303; p = 0.033) and inadequate infrastructure (β = 0.342; p = 0.032).ConclusionsWhen working with children, incorporating digital health technologies can be effective for motivation and adherence. However, it is crucial to ensure these tools are implemented properly. The findings of this study underscore the importance of addressing training and infrastructure needs when elaborating technology-specific strategies for multidisciplinary adoption of digital health technologies in pediatric settings.

A Comparative Study of Maze Generation Algorithms in a Game-Based Mobile Learning Application for Learning Basic Programming Concepts

This study evaluates several maze generation algorithms applied to generate mazes in a game-based Android mobile application designed to support children in learning basic programming concepts and computational thinking. Each algorithm is assessed for its ability to generate solvable and educationally effective mazes, varying in complexity and size. Key findings indicate that Wilson’s and Aldous–Broder algorithms were identified as the most time inefficient. In comparison, Sidewinder and Binary Tree algorithms perform best for smaller mazes due to their straightforward traversal methods. The Hunt-and-Kill and Recursive backtracker algorithms maintain higher ratios of longest paths, making them suitable for the more complex maze generation required for advanced game levels. Additionally, the study explores various maze-solving algorithms, highlighting the efficiency of the recursive algorithm for simpler mazes and the reliability of Dijkstra’s algorithm across diverse maze structures. This research underscores the importance of selecting appropriate maze generation and solving algorithms to balance generation speed, path complexity, and navigational characteristics. While the study demonstrates the practical applicability of these algorithms in a mobile educational application, it also identifies limitations and suggests directions for future research.

SafeSteps: a persuasive child pedestrian safety learning mobile application

SafeSteps: a persuasive child pedestrian safety learning mobile application

Enhancing User Engagement through Adaptive UI/UX Design: A Study on Personalized Mobile App Interfaces

This paper presents a comprehensive study on developing and evaluating an adaptive UI/UX framework to enhance user engagement in mobile applications through personalized interfaces. The research investigates key factors influencing user engagement, including demographics, cognitive abilities, and contextual variables. A context-aware adaptation engine was designed to adjust interface elements based on real-time user data dynamically. The proposed framework was implemented in a mobile learning application and subjected to rigorous usability testing and user engagement analysis. Results demonstrated significant improvements in task completion rates, user satisfaction, and overall engagement metrics compared to non-adaptive interfaces. This study contributes valuable insights into the design and optimization of adaptive mobile interfaces, emphasizing the importance of personalization in creating compelling user experiences.