Determinants affecting the medical students adoption of mobile learning: extended UTAUT.

BACKGROUND: This research investigates the fundamental factors which may stymie or simplify the adoption of m-learning by medical college educators in Sudan. We made use of the Extended Unified Theory of Acceptance and Use Technology (UTAUT) with COVID-19 fear (CF) and social isolation (SIS) as exogenous components. OBJECTIVE: This research aims to find out factors impacting medical students' behavioural intention to use mobile learning. METHODS: Data was gathered from 499 undergraduate learners from different universities in Sudan. Partial Least Square (PLS) and structural equation modeling (SEM) were used to examine the data. THE RESULTS: Showed that expected performance, effort expectancy (EE), social influence (SI), facilitation condition (FC), COVID-19 fear, and social isolation (SIS) are predictors of behavioural intentions (BI). In addition, our findings show that COVID-19 fear and social isolation increase student adoption of mobile learning during the COVID-19 epidemics in developing countries. CONCLUSIONS: The study unveiled that the suggested framework, derived from UTAUT, effectively discerns the factors impacting students' intentions in mobile learning during pandemics. Sudanese medical students' can strategize and execute effective classroom environments based on these findings.

Interactive learning environment as a source of critical thinking skills for college students.

BACKGROUND: The cognitive skills underlying critical thinking include analysis, interpretation, evaluation, explanation, inference, and self-regulation. The study aims to consider the possibility and effectiveness of introducing the mobile game Lumosity: Brain Training into the learning process of first-year Philology students studying at Qiqihar University. METHODS: The sample included 30 volunteers: 15 girls and 15 boys, whose average age was 18.4 years. Before the experiment start, the respondents took a pre-test based on the Critical Thinking Skills Success methodology, which was developed by the American scientist Starkey. It was stated that intensive one-month training with the use of the Lumosity premium application in the classroom would improve critical thinking skills. RESULTS: The pre-test results showed that some respondents had had quite good critical thinking skills before the experiment as the average score was 22.13 out of 30 points. The effectiveness was evaluated using the Student's t-test for paired samples. It is established that there are significant differences between standard and empirical values (p = 0.012). CONCLUSIONS: The research can be of interest to those who study the issue of integrating an interactive learning environment into university and student programs, as well as those who consider critical thinking as a field of scientific knowledge and seek to develop critical thinking skills. The novelty of the study is the fact that students were allowed to use the app only during classes, but the research hypothesis was confirmed. This indicates that an interactive learning environment can be considered as a tool for developing students' critical thinking skills in the context of limited screen time.

Factors influencing nurses' satisfaction to online learning approach: a cross ICU analysis.

BACKGROUND: Given the increasing complexity of illnesses and rapid pace of technological advancements in professional training, it is vital to offer nurses ample opportunities to hone their clinical expertise and skills, particularly in ensuring the delivery of premier medical care. This study aimed to determine the factors and predictors influencing nurses' satisfaction with adopting mobile learning approaches in intensive care unit healthcare settings. Additionally, it sought to investigate the applicability of the technology acceptance model in explaining their inclinations and validating the measurement scales employed in the research. METHODS: The study employed a cross-sectional survey research design, utilizing a technology acceptance questionnaire and a learning satisfaction questionnaire. The survey was conducted in six intensive care unit departments. A total of 212 participants completed the survey as the primary instrument. Rigorous assessments were conducted to establish the content validity and ensure instrument reliability. RESULTS: The findings demonstrated that perceived usefulness was the most influential factor affecting nurses' intentions to embrace mobile learning approaches, with perceived ease of use emerging as the principal determinant of perceived usefulness. CONCLUSIONS: Incorporating mobile learning methodologies is paramount to increasing the calibration of professional nursing education programs. By effectively integrating digital information technology and tools, nursing educators can overcome teaching challenges, deliver innovative clinical nursing education content through mobile learning approaches, and foster optimal development in the field.

Factors associated with changes in students' self-reported nursing competence after clinical rotations: a quantitative cohort study.

BACKGROUND: The quality of nursing care in different healthcare contexts can be associated with the level of available nursing competence. Physical assessment skills are vital in nurses' assessment of patient care needs. However, in nursing education, using physical assessment skills is challenging for nursing students who struggle to apply these skills comprehensively in a clinical rotation. Therefore, this study explores changes in nursing competence, factors associated with changes after clinical rotations, and whether a Suite of Mobile Learning Tools supports changes in confident use of basic physical assessment skills. METHODS: A quantitative cohort study with an explorative pre-and post-test design. During autumn 2019 and spring 2020, 72 s-year nursing students and 99 third-year students participated in the study. The Nurse Professional Competence scale short form was used to investigate students' self-reported changes in nursing competence, and a study-specific questionnaire was used to investigate students' confidence concerning performing physical assessments. The students voluntarily used the Suite of Mobile Learning Tools for the learning of physical assessment. Linear regression analysis was used to identify factors associated with changes in nursing competence after clinical rotation. The STROBE guidelines for cohort studies were followed for study reporting. RESULTS: After the clinical rotation, both student groups reported changes in nursing competence and confidence in performing physical assessment skills, with statistically significant moderate or large changes in all areas. The Suite of Mobile Learning Tools was evaluated as being useful for learning physical assessment. The regression analysis showed that confidence in performing physical assessment skills, the usefulness of the Suite of Mobile Learning Tools, and a higher nursing competence at the start of clinical rotation were positively associated with overall nursing competence. CONCLUSION: Basic physical assessment skills are an important component of nursing competence and can be considered one of the pillars of person-centered care, as proposed by the Fundamentals of Care framework. Spaced repetition and access to digital resources are suggested pedagogical approaches to enhance student confidence in the use of assessment skills within academic and clinical contexts.

Persuasive Language in ELT-Related Ads on Social Media.

In line with the concept of mobile learning in English Language Teaching (ELT), the aim of this research is to explore how Iranian ELT practitioners take advantage of social media to propose supportive and impactful language learning programs by adhering to persuasive linguistic devices. The research design is nonexperimental and explorative. ELT-related commercial videos and pictures were identified on social media platforms, including Instagram, Facebook, TikTok, and YouTube. We delved into the syntactic and pragmatic features of the data on ELT-related ads to identify the persuasive techniques and strategies these ads resort to for attracting language learners to online classes and services. To analyze the data, the widely-used and acknowledged Cialdini's (The psychology of persuasion, Quill William Morrow, 1984) principles of persuasion are employed. The results manifested that 'reciprocity' and 'scarcity' were the most used persuasive strategies, while 'commitment and consistency' and 'consensus' were the least favorable persuasion principles in these ads. The analysis of the Iranian ELT-related ads indicated that the language used within this context is purposeful and strategic. A contextual investigation of the ELT-related ads on social media can meaningfully contribute to social practices underlying English language pedagogy and digital literacy.

The Effects of Mobile AR-based Biology Learning Experience on Students' Motivation, Self-Efficacy, and Attitudes in Online Learning.

The purpose of this study is to enhance online biology learning with mobile augmented reality (AR) applications and to assess the impact of mobile AR applications on students' motivation, self-efficacy, and attitudes toward biology learning. Students were interviewed, and the usefulness of mobile AR applications was evaluated using a quasi-experimental pretest-posttest approach. The study group consists of 71 high school students, 26 in the control group and 45 in the experimental group, attending a public high school in the Western Black Sea Region of Turkey during the academic year 2020-2021. The self-efficacy ratings of the experimental group of students who participated in mobile AR-based biology learning were statistically higher than those of the control group after a 12-week trial. However, there were no statistically significant differences between experimental and control group students' motivation and attitudes toward biology learning. In addition, as a result of student interviews, mobile AR applications were deemed innovative, non-distracting, successful in knowledge acquisition, engaging, intriguing, and entertaining, boosting information retention, concretizing the subject, and facilitating learning.

Mobile computer-supported collaborative learning for mathematics: A scoping review.

This study conducted a scoping review of publications in mobile Computer-Supported Collaborative Learning for mathematics. Papers published between 2007 and 2021 inclusive were retrieved from research databases to achieve this goal. Twenty-eight papers met the inclusion-exclusion criteria of the study. It was shown that two papers were published on average over the last 15 years. The majority of the papers were published in peer-reviewed journals. Intending to improve mathematics pedagogy, the two most popular math mCSCL contents were general elementary mathematics and geometry. The review also revealed that math mCSCL benefited elementary students the most. The majority of math mCSCL software was custom-built and designed for synchronous sharing. The research designs were consistent with the existing reviews. The effects on social and attitude skills, as well as mathematics competency, were the most frequently mentioned benefits of math mCSCL. Usability issues, device unfamiliarity, inability to track students' activities, synchronization, and coordination concerns were among the problems highlighted during the implementation of math mCSCL. The implications for future research are discussed.

The usability evaluation on mobile learning apps with gamification for middle-aged women.

Mobile learning and gamification are becoming increasingly popular, especially in education. Numerous researches suggest that mobile learning apps with gamification can improve student learning. However, there are fewer studies that analyze the gamification effects and usability of mobile apps for middle-aged women. The aim of this study is to propose a new mobile learning app with gamification aspects for the use of middle-aged women in memorizing Arabic words. In the preliminary study, pre and post-tests were conducted to determine the effect of the use of the gamification application on 61 middle-aged women using Kahoot! game. The results from the Kahoot! game shows that participants enjoy learning and can memorize Arabic words effectively, indicating that gamification can motivate learning among middle-aged women. Then the usability of a new mobile app prototype containing learning notes and quizzes for user self-learning purposes was evaluated using three (3) criteria namely effectiveness, efficiency, and satisfaction. The considered indicators to measure the application's effectiveness are (a) tapping behaviour (number of taps used to perform a specific task), (b) number of attempts (how many times users tried to complete the task successfully), and (c) quiz score (score obtained by user after self-learning using the mobile app). Two variables were used to measure the efficiency of the application: the duration of task completion and the number of requests for help. In order to evaluate the satisfaction, a questionnaire was used to determine how respondents rated the mobile app's usability. The usability evaluation results show that the proposed mobile app was effective as users could utilize all the modules provided and successfully answer the quiz questions.

Learning with mobile devices - insights from a university setting in Ghana.

Mobile learning is the newest and emerging technology embraced by universities and this seems to be fast establishing itself as the preferred mode of learning in many countries. However, ways in which mobile devices are used to meet learning goals seem under-researched and may require more effort from researchers, especially in the context of Africa. This empirical study sought to investigate the state of mobile usage among higher education students, their experiences, and available facilitating conditions that influence mobile learning in a Ghanaian university setting. A total of 222 students (distance and vacation students) were engaged to respond to the questionnaires employed for the study. Findings revealed that mobile learning exists in a somewhat structured form as the environment showed most of the salient characteristics of mobile learning but largely remained unharnessed. To a large extent, facilitating conditions for mobile learning were available; students showed positive experiences with their mobile devices and their use in accessing learning, but largely such learning did not occur via the deployed learner management system of the institution. Implications for policy formulation for the Institution and other similar ones that are striving to incorporate mobile technology to increase access and improve the quality of instruction delivery are discussed.

Influence of teacher on student motivation: Opportunities to increase motivational factors during mobile learning.

Amid the COVID-19 lockdown many countries have replaced traditional learning with remote or mobile one. It was noted that students' motivation has become much less with the transition to distance learning. This study analyzes how motivational processes influence mobile learning quality and aimed to analyze the factors boosted the motivation of students to learn in modern conditions of isolation and identify the major demotivating factors affecting the quality of mobile learning. Motivation is considered a key factor in improving students' involvement in distance learning. The author surveyed 200 students and 46 teachers of The University of Jordan and Jordan University of Science and Technology regarding the factors that influenced their motivation in terms of mobile learning. The results revealed that 178 out of 200 participants agreed that intrinsic motivation impacted their interest in mobile learning. Some 78% of the students approved of mobile learning, while the remaining 22% believe it is necessary to return to the traditional face-to-face education format. The importance of feedback and communication with teachers and its impact on the process of mobile learning is considered. The role of built-in mechanisms in information systems and the positive role of gamification is equally important. Plug-ins compatible with the convenient WordPress system, i.e. applications that help organize the educational process were examined in the scientific work. The specific recommendations for raising the motivation of students in the learning process, which can be used by relevant institutions worldwide presented.

Employing Mobile Learning in Music Education.

This study sought to evaluate the effectiveness of introducing digital software in music education to improve academic performance and solfeggio class attendance. To assess academic performance, a test consisting of 25 theoretical questions and 25 practical tasks was developed. The Bologna model was used as an assessment system. The groups were compared by calculating the Student's t-test in terms of the "Test Score" and "Missed Classes" parameters. The collected data revealed that the mean score for the experimental group was 87.50 out of 100, while in the control group, it was much lower, namely 65.37. Likewise, the control group was characterized by satisfactory (D) performance in mastering solfeggio, with the mean score ranging between 64 and 73, whereas experimental group participants had an average of 82-89. The statistical data processing results showed that the six-month use of the ChordIQ app contributed to more effective mastering of solfeggio by amateur musicians. At the same time, the difference between the groups turned out to be significant in both cases, so the research hypothesis was confirmed for both of them (p < 0.05). Overall, the results showed that ChordIQ is a useful mobile app teaching the user music in an exciting and interactive way. The findings collected can be used to update traditional solfeggio curricula, conduct scientific studies in the field of interactive music education, as well as create new dedicated software.

Factors affecting university students switching intention to mobile learning: a push-pull-mooring theory perspective.

Adopting technology by its intended users is one of the most important contributors to that technology's success. Therefore, the success of mobile learning (ML) depends on the students' acceptance of the method. Regarding this point, this quantitative research aims to identify factors that affect switching intention to adopt ML among university students in Indonesia based on migration theory, Push-Pull-Mooring (PPM) framework. A theoretical model was developed to examine the determinants that affect students' decision to use ML platforms. This study used an online survey questionnaire to obtain 616 valid responses. A comprehensive analysis of the influence factors of users switching behavior, including the moderating factors, was conducted using Structural Equation Modeling (SEM) and Amos software. The results confirmed that the push factor (learning convenience), pull factors (learning autonomy and enjoyment), and mooring factor (student innovativeness) are perceived as significant factors for accepting ML. Concerning the moderating factor, this study also revealed the significance of moderating factor experience in two causal effects of enjoyment and student innovativeness on the students' intention to switch using ML. Furthermore, based on the findings, several recommendations were suggested for the university policy-makers to develop effective strategic plans to get a competitive advantage.

Using mobile applications in the study of vocal skills.

This article reflects the results of a study involving second- and fourth-year students from Harbin University (Harbin, China), the Chinese Academy of Arts (Hangzhou, China), and the Central Academy of Drama (Beijing, China). The work analyzed the impact of specialized mobile applications Vox Tools: Learn to Sing and Swiftscales Vocal Trainer on the vocal learning process, depending on the age and gender of students. The study, which ran from February to June during the academic year 2020-2021, involved 180 students. The study confirms the effectiveness of multimedia, demonstrating the higher scores of the experimental groups on the five assessment criteria, compared with the control groups, which did not use mobile applications. It was also found that age in two groups of students (second and fourth year) had no effect on performance, regardless of whether the mobile app was used for vocal training. A correlation was found between age and overall student performance, with second-year students showing lower grades in all groups compared to their fourth-year counterparts. Research on current mobile vocal training apps can help improve vocal learning.

Critical research trends of mobile technology-supported English language learning: A review of the top 100 highly cited articles.

Around the world, the number of English speakers and the significance of the English language are constantly increasing. Among various technology-supported instructional styles, Mobile Learning (M-Learning) has been recognized as a promising approach to enhance students' competencies and skills in the English language. By examining previous literature, a number of reviews have been performed to investigate the role of M-learning in the English language. However, none of these studies has highlighted the trends, opportunities, and challenges identified in the most cited articles that focused solely on the English language. Therefore, to address these limitations, this study performed a review of the top 100 most cited articles, published between 2007 and 2020, indexed by the Web of Science, and addressing the English language only. The results revealed that most research in Mobile English Language Learning (M-ELL) followed an experimental design and employed a single mobile learning implementation. Additionally, the current study identified a number of research areas that require additional research attention. For example, further research is needed among students learning from home, more qualitative research is needed, and additional research is required to improve students' higher-order thinking skills. The outcomes of this study provide a reference to researchers and educators who intend to use mobile technologies in the area of language education, especially in the context of the English language.

Mobile learning: Pre-service teachers' perceptions of integrating iPads into future teaching.

This study investigated pre-service teachers' perceptions of using iPads in teaching, with a focus on motivation to adopt iPads, iPad-integration self-efficacy, and intention to adopt iPads for future teaching. Changes of pre-service teachers' perceptions of using iPads over time as well as the relationships of motivation, self-efficacy, and intention for iPad adoption were examined. Participants were pre-service teachers from a university in the northeastern United States. Data were collected using online pre- and post-surveys. Quantitative and qualitative approaches were performed to analyze the data. Results indicated that there were significant changes in pre-service teachers' motivation and intention to adopt iPads before and after their participation in a mobile learning project. Motivation and iPad-integration self-efficacy were significant predictors of pre-service teachers' intention for future adoption. iPad ownership and prior experience with iPad-integrated lesson plans were potential factors that had a significant impact on pre-service teachers' perceptions of using iPads in future teaching. Pre-service teachers' perceived advantages and disadvantages of using iPads were reported and discussed. The findings of this study not only contribute to the understanding of iPad integration among pre-service teachers, but also provide an evidence on the positive influence of iPad-integrated activities on pre-service teachers' perceptions of using iPads for future teaching.

Learning English with electronic textbooks on mobile devices: Impacts on university students' vocabulary development.

The current study examined the use of electronic textbooks designed as mobile applications for learning vocabulary in English among Iranian university students. To this end, 95 university students in an experimental (N = 50) and a control group (N = 45) participated in the study. An explanatory sequential mixed methods design was employed and over an academic semester, the participants used either traditional materials or mobile-based electronic textbooks for learning 600 words in English. To assess the outcomes from different learning conditions, receptive knowledge of the target vocabulary items was tested in three junctures of time (i.e. pre-, post-, and delayed post-test). Additionally, open-ended questionnaires and interviews were used to collect qualitative data from the experimental group to further investigate their perceptions of using mobile-based electronic textbooks for vocabulary learning. The findings revealed a significant main effect for time and both groups significantly improved their vocabulary knowledge from pre-test to post-test. Moreover, a significant main effect was found for using electronic textbooks on mobile devices, and the experimental group outperformed the control group on the post- and delayed post-tests. The qualitative findings revealed three perceived benefits, namely episodic learning, easy access to materials, and enhanced enjoyment for mobile assisted vocabulary learning through electronic textbooks. The perceived challenges were related to health concerns, distractions associated with mobile environments, and external pressure resulting from excessive mobile use among the participants. In general, the findings of the study shed light on the potential offered by mobile-based textbooks for learning English vocabulary, with implications for teachers and materials developers in language teaching programs.

The effect of a mobile-learning curriculum on improving compliance to quality management guidelines for HIV rapid testing services in rural primary healthcare clinics, KwaZulu-Natal, South Africa: a quasi-experimental study.

BACKGROUND: Despite significant achievements made towards HIV testing, linkage to antiretroviral therapy treatment and viral load suppression, the Sub-Saharan region of Africa continues to be reported to have the highest prevalence of HIV/AIDS, with over 26 million people living with the disease. In light of the added burden on already overwhelmed health systems due to the Covid-19 pandemic, maintaining the reliability and accuracy of point-of-care diagnostics (POC) results is crucial to ensure the sustainability of quality service delivery. The integration of technology-based interventions into nurse education curricula is growing, to help prepare students for the current practice environment which requires access to large amounts of information. The aim of this study was to determine the effect of a Mobile Learning (mLearning) Curriculum on improving the quality of HIV rapid testing services in rural clinics of KwaZulu-Natal (KZN), South Africa. METHODS: To achieve the aim of this study, pre-test and post-test audits were conducted in a quasi-experimental design. Eleven clinics of KZN, with the highest availability and usage of POC diagnostics were selected from a cross-sectional study survey to constitute the sample of this study. The World Health Organization On-site Monitoring Checklist-Assessment of Quality System was adapted and used as an audit tool to evaluate four key quality components. The effect of the mLearning curriculum on HIV testing quality improvement was determined through statistically comparing pre-audit and post-audit results. The independent samples t-test and the Levene's test were employed to evaluate the equality of measured variables for the two groups. The relationships between variables were estimated using the Pearson pair wise correlation coefficient (p) and correlations were reported as significant at p < 0.05. RESULTS: A total of 11 clinics was audited at the pretest and 7 clinics were audited post-piloting of the mLearning curriculum. The estimated level of compliance of the participating clinics to quality HIV rapid testing guidelines ranged between poor and moderate quality. The mLearning curriculum was shown to have no statistically significant effect on the quality of POC diagnostic services provided in rural clinics of KZN. CONCLUSION: The mLearning curriculum was shown to have no statistically significant effect on the quality of HIV rapid testing services provided in participating clinics; however, multiple barriers to the full adoption of the piloted curriculum were identified. The provision of reliable technology devices and improved internet connection were recommended to enhance the adoption of technology-based interventions necessary to improve access to relevant learning material and updated information.

A new model in medicine education: smart model education set.

PURPOSE: Education set consisting of three-dimensional smart interactive models with audio, visual, and light features and an application program that allows learning branches of science such as anatomy and histology at the same time can bring innovation to medicine and health education. Our study aims to show contributions of this education set, which we have patented, to student academic success and medical education. METHODS: The students participating in study consisted of three groups. Students were divided into Group 1 (classical education), Group 2 (smart model education set and theoretical expression), and Group 3 (smart model education set). Pre-test, post-test, and state anxiety scale applications were made to all groups before and after education. Trait anxiety scale was administered before education. Education set used in study includes hardware and software parts. RESULTS: Post-education state anxiety scale in Group 1 mean was significantly higher than Group 2 and 3 mean; Group 2 mean was significantly higher than Group 3 mean. There was no significant difference between groups regarding trait anxiety levels. It was observed that there was a significant difference between the pre-test and post-test in all three groups. The increase in post-test achievement level of Group 2 and 3 was significantly higher than Group 1. CONCLUSIONS: Smart model education set integrates basic and clinical information. Mobile application will ensure continuity of theoretical and practical education at desired place and time. Invention will bring a new breath to basic medical education by preventing inequalities in medical and health sciences education.

Patrony: A mobile application for pattern recognition learning.

Pattern recognition is an important skill of Computational Thinking and is one of the most important competences for solving a problem that involves finding similarities or patterns in small problems to solve more complex ones. In this work, we present the mobile application software Patrony. The main contribution of this work is to promote the learning of Computational Thinking, especially pattern recognition, in specific sectors of education in Mexico through the simple use of a software application. To evaluate the effectiveness of the mobile application, tests were carried out in two elementary schools with a total of 43 students, which were divided into 2 groups: a control group and an experimental group. The results of the tests showed that the learning gain (M = 6.50 in postest compared to M = 4.94 on pretest) of the students who used our mobile application produces a significant difference with respect to students who learned using a traditional method of classroom teaching. The results also infer that computational thinking applications can be used as effective learning tools within some important Mathematics topics in public and private schools in Mexico.

Personalized and Adaptive Context-Aware Mobile Learning: Review, challenges and future directions.

Due to the outbreak of COVID 19, digital learning has become the most efficient learning and teaching technique adopted across the world. The pervasiveness of Personalized and Adaptive Context-Aware Mobile Learning (PACAML) technologies is improving the academic performances of learners by providing an efficient learning platform that supports social interactivity, context sensitivity, connectivity, and individuality in a ubiquitous manner. Several studies have demonstrated the efficacy of PACAML in a modern and innovative educational environment. Based on the recent studies and development of mobile learning technologies, there is clearly a gap in the research that provides a comprehensive body of knowledge on PACAML. In this paper, a review has been conducted on the existing PACAML, analyzing the recent research and development progress using Kitchenham et al. (2009) for systematic reviews. The review was conducted on 25 papers which were selected using the PRISMA technique to put forward the quality criteria that are based on the research aims, objectives and knowledge relevant to the study of PACAML. The results identified the contextual information used in the PACAML studies, the infrastructural requirements of PACAML, the application of PACAML in functional educational settings and the major methodological approaches applied in the studies of PACAML. Finally, the paper presents challenges and future directions that will be of interest to researchers in the educational technologies in the context of PACAML.