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Article
Publication date: 6 February 2024

Junyi Chen, Buqing Cao, Zhenlian Peng, Ziming Xie, Shanpeng Liu and Qian Peng

With the increasing number of mobile applications, efficiently recommending mobile applications to users has become a challenging problem. Although existing mobile application…

Abstract

Purpose

With the increasing number of mobile applications, efficiently recommending mobile applications to users has become a challenging problem. Although existing mobile application recommendation approaches based on user attributes and behaviors have achieved notable effectiveness, they overlook the diffusion patterns and interdependencies of topic-specific mobile applications among user groups. mobile applications among user groups. This paper aims to capture the diffusion patterns and interdependencies of mobile applications among user groups. To achieve this, a topic-aware neural network-based mobile application recommendation method, referred to as TN-MR, is proposed.

Design/methodology/approach

In this method, first, the user representations are enhanced by introducing a topic-aware attention layer, which captures both the topic context and the diffusion history context. Second, it exploits a time-decay mechanism to simulate changes in user interest. Multitopic user representations are aggregated by the time decay module to output the user representations of cascading representations under multiple topics. Finally, user scores that are likely to download the mobile application are predicted and ranked.

Findings

Experimental comparisons and analyses were conducted on the actual 360App data set, and the results demonstrate that the effectiveness of mobile application recommendations can be significantly improved by using TN-MR.

Originality/value

In this paper, the authors propose a mobile application recommendation method based on topic-aware attention networks. By capturing the diffusion patterns and dependencies of mobile applications, it effectively assists users in selecting their applications of interest from thousands of options, significantly improving the accuracy of mobile application recommendations.

Details

International Journal of Web Information Systems, vol. 20 no. 2
Type: Research Article
ISSN: 1744-0084

Keywords

Open Access
Article
Publication date: 28 March 2024

Hiep-Hung Pham, Ngoc-Thi Nhu Nguyen, Luong Dinh Hai, Tien-Trung Nguyen and Van An Le Nguyen

With the advancement of technology, microlearning has emerged as a promising method to improve the efficacy of teaching and learning. This study aims to investigate the document…

Abstract

Purpose

With the advancement of technology, microlearning has emerged as a promising method to improve the efficacy of teaching and learning. This study aims to investigate the document types, volume, growth trajectory, geographic contribution, coauthor relationships, prominent authors, research groups, influential documents and publication outlets in the microlearning literature.

Design/methodology/approach

We adapt the PRISMA guidelines to assess the eligibility of 297 Scopus-indexed documents from 2002 to 2021. Each was manually labeled by educational level. Descriptive statistics and science mapping were conducted to highlight relevant objects and their patterns in the knowledge base.

Findings

This study confirms the increasing trend of microlearning publications over the last two decades, with conference papers dominating the microlearning literature (178 documents, 59.86%). Despite global contributions, a concentrated effort from scholars in 15 countries (22.39%) yielded 68.8% of all documents, while the remaining papers were dispersed across 52 other nations (77.61%). Another significant finding is that most documents pertain to three educational level categories: lifelong learning, higher education and all educational levels. In addition, this research highlights six key themes in the microlearning domain, encompassing (1) Design and evaluation of mobile learning, (2) Microlearning adaptation in MOOCs, (3) Language teaching and learning, (4) Workflow of a microlearning system, (5) Microlearning content design, (6) Health competence and health behaviors. Other aspects analyzed in this study include the most prominent authors, research groups, documents and references.

Originality/value

The finding represents all topics at various educational levels to offer a comprehensive view of the knowledge base.

Details

Journal of Research in Innovative Teaching & Learning, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2397-7604

Keywords

Open Access
Article
Publication date: 18 March 2024

Rasha Abdullah Alshaye, Amr Selim Wannas and Mohamed Saeed Bakr

The search for new techniques to teach English nowadays has been more than ever. These techniques have to be interesting and enjoyable in order to lower the anxiety levels of…

Abstract

Purpose

The search for new techniques to teach English nowadays has been more than ever. These techniques have to be interesting and enjoyable in order to lower the anxiety levels of students when learning English (Bakhsh, 2016). That is why many scholars and teachers look forward to integrating technology into language teaching. Social media platforms (SMPs) are among these techniques since millions of people around the world utilize them for daily interaction. Yet, teaching English for specific purposes (ESPs) relies on learners’ needs and employs an eclectic approach in delivering its course content. For this reason, the current study reviewed articles that tackled the topic of teaching or learning ESP from SMPs so as to uncover their effect and the attitude or motivation of learners.

Design/methodology/approach

The researchers used the PRISMA flowchart model in order to identify, screen and include articles in the study.

Findings

The results revealed that SMPs are effective in teaching and learning ESP writing, speaking and vocabulary. Yet, the included studies showed that learners’ attitude toward SMPs is positive as they believe that they are motivating and interesting.

Research limitations/implications

Some aspects of social media have turned out to be beneficial in the learning process and they need further investigation from ESP practitioners and scholars.

Originality/value

According to the study, it is crystal clear that the various social networks and platforms are beneficial and helpful for improving ESP productive skills.

Details

Journal of Innovative Digital Transformation, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2976-9051

Keywords

Article
Publication date: 5 September 2022

Sevenpri Candra and Florensia Sarlin Jeselin

The e-learning-based approach is critical in keeping the wheels of education turning in the face of the COVID-19 epidemic. In this scenario, analyzing the implementation of the…

Abstract

Purpose

The e-learning-based approach is critical in keeping the wheels of education turning in the face of the COVID-19 epidemic. In this scenario, analyzing the implementation of the e-learning system is required to properly grasp the needs. The purpose of this paper is to demonstrate the relationship between technical system quality, information quality, service quality, educational system quality, support system quality, learner quality, instructor quality, perceived satisfaction, perceived usefulness, e-learning system use and benefits.

Design/methodology/approach

This study was carried out by giving online questionnaires to students attending private institutions in Indonesia. A total of 593 students participated in the study and provided responses. The structural equation model, which is supported by the program WarpPLS7.0, is used to analyze the data.

Findings

Maintaining the quality of the technological system, the information system, the learners and the educational system can help achieve the goal of increasing perceived utility. In the meanwhile, factors such as inadequate service quality, educational system quality, support system quality and teacher quality can all pose challenges to perceived levels of satisfaction. To get the most out of e-learning apps, users' expectations about how fun, useful and easy to use they are need to be met.

Research limitations/implications

This study was carried out in the midst of the COVID-19 epidemic with a restricted number of participants from Indonesian institutions of higher education. This research has the potential to be expanded into a variety of different types of higher education in the future.

Practical implications

The main thing that will determine whether an e-learning system model works is the quality of the learners.

Originality/value

The institution should think about changing the material offered in the e-learning system to make it easier for students to grasp by describing the current material and providing digital handouts of lecturers' explanations. This study expanded the e-learning system success model and applied it to the evaluation of e-learning deployment in Indonesian higher education. This study will improve student comprehension of the e-learning model and contribute to the body of knowledge about e-learning applications and technology.

Details

Journal of Science and Technology Policy Management, vol. 15 no. 2
Type: Research Article
ISSN: 2053-4620

Keywords

Article
Publication date: 15 August 2022

Fadi Abdelfattah, Najla Yahya Al Mashaikhya, Khalid Abed Dahleez and Ayman El Saleh

This systematic review aims to assess the studies collected by identifying factors influencing the acceptance of e-learning systems before and during the current propagation of…

Abstract

Purpose

This systematic review aims to assess the studies collected by identifying factors influencing the acceptance of e-learning systems before and during the current propagation of the COVID-19 pandemic.

Design/methodology/approach

This study undertook a literature review on the in-depth revision of studies published before 2021. The reviewed research papers meet the inclusion and exclusion criteria. A total of 97 out of 214 articles met the inclusion criteria and were subsequently used in this review.

Findings

The findings revealed that the survey questionnaire is the most common data collection instrument used regardless of the research objectives. 2019 was a remarkable year because of the emergence of the COVID-19 pandemic.

Research limitations/implications

This systematic review relied on specific databases (ScienceDirect, Emerald, IEEE and Google Scholar) to search for the articles included in this paper. However, these databases may not comprehensively represent all papers published on e-learning using the technology acceptance model (TAM).

Practical implications

This paper suggests a guide for managers and scholars in educational institutions and acts as a roadmap for practitioners and academics in the educational field and policymakers. This research spotlights the significant factors influencing the acceptance and adoption of e-learning.

Originality/value

This research assessed articles that examined the TAM in e-learning and classified them according to their methodology, country of dissemination, context and distribution within the year of publication. This paper contributes to the body of knowledge in a way that will benefit stakeholders in an educational setting.

Details

Global Knowledge, Memory and Communication, vol. 73 no. 3
Type: Research Article
ISSN: 2514-9342

Keywords

Article
Publication date: 14 November 2023

Sajay Arthanat, Hannah Rossignol, Elizabeth Preble, Kali Grimm, Marguerite Corvini, John Wilcox, Semra Aytur and Marcy Doyle

Telepresence robots have gained prominence as a novel technological modality for mobile videoconferencing. Although the technology has mass appeal in the realm of telehealth and…

Abstract

Purpose

Telepresence robots have gained prominence as a novel technological modality for mobile videoconferencing. Although the technology has mass appeal in the realm of telehealth and patient–health provider communication, its integration in community living settings for older adults has not been extensively studied. The aim of this study was to gather the perspectives of residents, trainers and staff at a retirement facility on their experience with a telepresence robot during and following a five-week wellness program.

Design/methodology/approach

The study employed semi-structured interviews with ten stakeholders who were involved in the wellness program followed by a qualitative content analysis of the data. The Unified Theory of Acceptance and Use of Technology served as the interview framework to explore the facilitators and barriers to the implementation of the robot.

Findings

Independent coding of the data by the study investigators identified discrete as well as interconnected categories among the stakeholders. Residents expressed their changing ideation of the robot, affinity toward the technology, preference for human connection and future value. Perspectives of the trainers, the fellow residents (ambassadors) and staff pertained to their need for increased engagement, growing comfort with the technology, usability challenges and importance of coordination and training.

Originality/value

Older adults' outlook and comfort with telepresence robots improve with continuing exposure to the technology for healthcare and social connectivity needs. However, in-person care is also preferred initially and periodically to engage with their health providers meaningfully and effectively via the robot. To address long term feasibility and usability, the authors propose a hierarchical approach when integrating telepresence robots in community living facilities for older adults. Information technology education, staff training and reliable internet connectivity are the precursors to optimizing the value and perceived usefulness of the technology.

Details

Journal of Enabling Technologies, vol. 18 no. 1
Type: Research Article
ISSN: 2398-6263

Keywords

Article
Publication date: 25 March 2024

Wisam Hasan Allawi and Bassam A. Alyouzbaky

This study aims to determine the factors affecting the adoption of digital entrepreneurship among the pioneers of private schools in the Nineveh Governorate, using the unified…

Abstract

Purpose

This study aims to determine the factors affecting the adoption of digital entrepreneurship among the pioneers of private schools in the Nineveh Governorate, using the unified theory of acceptance and use of technology (UTAUT). The study seeks to address an academic problem represented by the low level of interest in the research literature on digital entrepreneurship. By contrast, the problem in the field is the failure of several entrepreneurial organizations, in general, and private schools, in particular.

Design/methodology/approach

The researchers chose the private school sector in the Nineveh Governorate, Republic of Iraq, as the field of study. The targeted individuals represented school founders serving as investors and entrepreneurs, totaling 154 participants. The deductive approach was used as the main research method, with the survey approach as a sub-method. A questionnaire was used for data collection, and the researchers used structural equation modeling software, SmartPLS.

Findings

The results revealed that constructs such as effort expectation, social influence, facilitating conditions, behavioral intention and experience are factors contributing to predicting the transition to digital entrepreneurship.

Research limitations/implications

This study contributes to bridging the academic gap identified in previous research and addresses the spatial gap by focusing on private schools in the Nineveh Governorate. It aims to assess the level of interest in adopting digital leadership within this context.

Practical implications

One of the most important implications of the results of the current research is the potential expansion of the use of digital entrepreneurship by understanding the behaviors of entrepreneurs. This understanding can have positive outcomes in attracting broad segments of society to engage in this type of work due to its low costs, low risks and the absence of the need for practicing licenses. Such an expansion could contribute to the establishment of digital pioneering projects aimed at reducing unemployment in society. Additionally, this study offers insights that can guide policymakers in the country toward establishing digital business incubators that provide a suitable work environment for initiating and supporting such projects.

Originality/value

The current study presents a unique contribution, represented by using the UTAUT, to identify the acceptance of digital entrepreneurship in private schools in Iraq. This can bring benefits to entrepreneurs and educational policymakers in the country.

Details

Journal of Science and Technology Policy Management, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2053-4620

Keywords

Article
Publication date: 21 February 2024

Lei Wen and Danya Mi

Based on student responses to a set of customized questionnaires, this study aims to present evidence that while student evaluations of instructors and courses remain consistent…

Abstract

Purpose

Based on student responses to a set of customized questionnaires, this study aims to present evidence that while student evaluations of instructors and courses remain consistent, a designated mobile app enhances perceived online learning experience.

Design/methodology/approach

This study addresses quality assurance issues in accelerated online graduate-level education by identifying factors that influence nontraditional adult student preferences for using mobile applications (apps).

Findings

It is evident that affordability and functionality are the two most important determinants of nontraditional student preferences for app-based learning, followed by mobility and ease of purchase.

Originality/value

These findings underscore the potential of app learning to bolster positive perceptions of online education. Findings of this study imply that integrating additional app learning tools can be used as a quality assurance mechanism and enhance nontraditional students’ satisfaction through improving their perceived online learning experience.

Details

Quality Assurance in Education, vol. 32 no. 2
Type: Research Article
ISSN: 0968-4883

Keywords

Article
Publication date: 9 November 2022

Eliza Rossiter, T.J. Thomson and Rachel Fitzgerald

The purpose of this study is to evaluate the use and effectiveness of a bespoke mobile learning resource, Pocket Tutor. This resource responds to a number of teaching and learning…

Abstract

Purpose

The purpose of this study is to evaluate the use and effectiveness of a bespoke mobile learning resource, Pocket Tutor. This resource responds to a number of teaching and learning challenges within the tertiary education context. These include those related to the number and type of learning activities that can be offered, class pacing, subject-specific content considerations and the availability and quality of off-the-shelf learning resources. Educators have to potentially contend with all of these amidst mounting institutional constraints and external pressures. Yet, a supplemental, from-scratch online learning resource can help mitigate some of these challenges.

Design/methodology/approach

This study presents the successes and challenges of introducing a mobile learning resource, Pocket Tutor, to bolster autonomous learning in a supported university learning environment. Pocket Tutor was designed and developed in 2019 and integrated in 2020 and 2021 into a multimedia design class offered at a large university in the Asia-Pacific. The resource’s effectiveness is measured against common technology acceptance factors – including self-efficacy, enthusiasm and enjoyment in relation to contextual purpose and class learning outcomes – through a multi-pronged approach consisting of a class-wide survey, developed specifically for this purpose and analysis of usage data. Deeper context was also provided through a small pool of follow-up interviews.

Findings

Evidence from this study’s data suggests that a bespoke, mobile-learning resource can provide greater consistency, more relevance, more flexibility for when and where students learn and more efficiency with limited opportunities for synchronous interaction. At the same time, a bespoke mobile-learning resource represents a significant investment of skill and time to develop and maintain.

Originality/value

This study responds to calls from scholars who argue that more research (especially that is qualitative and discipline-specific) is needed to investigate students’ willingness to use learning apps on their mobile devices. This study pairs such research about student willingness with actual usage data and student reflections to more concretely address the role of mobile learning resources in higher education contexts. This study also, importantly, does not just assess perceptions and attitudes about mobile learning resources in the abstract but assesses attitudes and usage patterns for specific generic and bespoke mobile learning resources available for students in a specific university class (thereby providing discipline-specific insights). This study also provides a unique contribution by including multiple years of data and, thus, offers a longitudinal view on how mobile-learning resources are perceived and used in a particular higher education context.

Details

Interactive Technology and Smart Education, vol. 21 no. 1
Type: Research Article
ISSN: 1741-5659

Keywords

Article
Publication date: 2 November 2023

Adesegun Oyedele and Emily Goenner

This study aims to investigate the effect of social influence and value-driven mobile marketing activities on consumers’ acceptance of mobile marketing offers.

Abstract

Purpose

This study aims to investigate the effect of social influence and value-driven mobile marketing activities on consumers’ acceptance of mobile marketing offers.

Design/methodology/approach

The method used is survey questionnaire. A proposed model was tested by using structural model analysis and data gathered from 356 Mexico consumers and 346 US consumers.

Findings

The study shows the number of peers and providing information are the main predictor variables of consumer acceptance of mobile marketing offers in both countries. These results suggest that social value factors are important variables for explaining consumers’ responses to mobile marketing offers across two countries characterized by dissimilar macro-environmental conditions.

Research limitations/implications

The study’s overall implication about standardization vs adaptation is that social value messages can be standardized across countries. However, the marketing tools and touch points required to communicate any message appeal must be adapted across countries. One limitation in this study is the use of a convenience sample of undergraduate college students. This study did not control for different types of mobile phones and the screen sizes of mobile phones.

Practical implications

The overall implication of standardization vs adaptation from the study results is that social value messages can be standardized across countries. However, the marketing tools and touch points required to communicate any message appeal must be adapted across countries.

Originality/value

Unlike previous studies where the emphasis is to explicate the effect of value-oriented mobile activity, this study examines the combined effect of social influence and value-driven mobile activities on acceptance of mobile marketing.

Details

Young Consumers, vol. 25 no. 2
Type: Research Article
ISSN: 1747-3616

Keywords

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