Improving mobile learning with enhanced Shih＇s model of mobile learning

More recent motivational research focuses on the identification of effective techniques for enhancing instructional design and meeting the needs of diverse student populations （Wlodkowski R. J., 1981）. Learning-motivation researchers are applying some of the same theories and concepts found to be effective in industry to the development of motivational models that enhance the teaching-learning environment. One of such models is the Attention Relevance Confidence Satisfaction （ARCS） model of motivational design developed by John M. Keller （Small Ruth V., 2007）. The continuous improvement in handheld devices technologies has led to a new learning paradigm called mobile learning which involves the delivery of learning contents to learners utilizing mobile computing devices. Handheld devices, however, have constraints which limit their use for effective learning. Towards improving the effectiveness of mobile learning is a new mobile learning model proposed by Shih on which instructional designs for mobile learning can be based to facilitate mobile learning design and to achieve better mobile learning outcomes （Yushin E. Shih ＆ Dennis Mills, 2007）. Shih＇s model is based on Graphical User Interface （GUI）. This paper presents an enhanced Shih＇s model for effective mobile learning outcome in a university environment by making provision for instructional design to include online library search for both e-books and audio books using collaborative filtering algorithm to aid the search and posting and reading of testimonials about positive mobile learning outcomes so as to encourage other mobile learners. It also incorporates the use of Voice User Interface （VUI） to access the learning portal in order to overcome mobile devices interface limitations in addition to Graphical User Interface （GUI） proposed by Shih, so as to cater for the learning needs of the blind and the visually impaired.     

Should mobile learning be compulsory for preparing students for learning in the workplace?

From the contexts of current social, educational and health policy, there appears to be an increasingly inevitable “mobilisation” of resources in medicine and health as the use mobile technology devices and applications becomes widespread and culturally “normed” in workplaces. Over the past 8 years, students from the University of Leeds Medical School have been loaned mobile devices and smartphones and been given access to mobile‐based resources to assist them with learning and assessments as part of clinical activity in placement settings. Our experiences lead us to suggest that educators should be focusing less on whether mobile learning should be implemented and more on developing mobile learning in curricula that is comprehensive, sustainable, meaningful and compulsory, in order to prepare students for accessing and using such resources in their working lives.     

Supporting children’s outdoor science learning with mobile computers: integrating learning on-the-move strategies with context-sensitive computing

ABSTRACT

Two cases of context-sensitive mobile computing curricula for children are shown to develop analytical understandings of how science-related sense-making talk can be supported through physical and digital environment interaction, which supports play and learning through movement. Our work investigates how proximity-based computing mediates children’s engagement in scientific sense-making conversations in a botanical garden. We draw upon sociocultural perspectives on sense-making talk as well as learning on-the-move to inform our study design. Data are from children in summer camp, including field notes, photographs, and video records (26 children in Case A, 24 in Case B) in an Arboretum. Our findings illustrate that children engaged in both playful and scientific sense-making talk in two distinct curricular tasks. We provide insights into science sense-making talk patterns and pedagogical practices of integrating learning on-the-move strategies into informal education with design principles related to augmenting gardens with digital content. Our results suggest that learning on-the-move strategies influence sense-making talk and that embodied interactions within the gardens support science sense-making and role-play. We posit that designs for learner-centered mobile computing can create digital-physical hybrid spaces where learners engage each other and natural objects as they walk through community spaces.     

Students’ development of socio-scientific reasoning in a mobile augmented reality learning environment

In this study we investigated how a newly developed learning environment that integrates mobile augmented reality (AR) technology supported students’ socio-scientific reasoning (SSR). Drawing upon the reasoned action theory, we consider the roles of students’ attitudes toward SSR before learning, and their cognitive and emotional engagement during learning in the students’ actual performance of SSR. The implementation results indicate the impact of the learning environment on students’ scientific knowledge and attitude change. Moreover, we identified a significant path of how the students developed their SSR by the interactions among their attitude toward SSR, and their cognitive and emotional engagement in the mobile AR learning environment. On the other hand, the students’ post-learning attitudes toward SSR were dominated by their pre-learning attitudes. Implications and suggestions are discussed.     

High school students’ acceptance and use of mobile technology in learning mathematics

The purpose of this research is to investigate factors affecting the acceptance and use of mobile technology in learning mathematics based on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) model. The study group comprised of 1640 students attending different types of high schools and grade levels. The results of the study revealed both direct and indirect effects of exogenous variables on Behavioral Intention and Use Behavior in mobile technology acceptance of high school students in learning mathematics. It was also found that the theoretical model was confirmed adequately based on the regression coefficients, the significance of the regression coefficients, and the goodness of fit indices obtained from the SEM analysis. The strongest predictors of Behavioral Intention were Hedonic Motivation and Habit, respectively. Exogenous variables of the study together explained 76% of the variance in Behavioral Intention and 13% of the variance in Use Behavior.

     

How should theory guide a ‘shift to digital’ in mobile game-based learning?

Educational technology research and development - This paper provides a theory-based critique and response to the Giannakas et al. [Educational Technology Research and Development, 66,...     

The influence of university students’ learning beliefs on their intentions to use mobile technologies in learning: a study in China and Spain

Educational technology research and development - As an emerging learning method, mobile technologies allow students to gain knowledge via both formal and informal learning. In spite of the...     

Understanding students’ learning practices: challenges for design and integration of mobile technology into distance education

This study explores the design requirements for mobile applications for second language learning in online/distance higher education settings. We investigate how students use technology and how they perceive that these technologies-in-practice facilitate their language learning. Structuration Theory is used for the analysis. Results show that design needs to consider that (i) students use their private mobile technologies frequently when conducting self-initiated learning tasks, (ii) students’ mobile technologies-in-practice are important, and course designers should design materials and tools for such use practices, and (iii) students prefer to work on their own due to the limited time they want to devote to their learning. Consequently, in regard to the pervasive nature of mobile technology integration in society and into students’ habitual use, they need various software tools on such devices to support individual learning.     

An inquiry-based augmented reality mobile learning approach to fostering primary school students’ historical reasoning in non-formal settings

This study investigated the contribution of a location-based augmented reality (AR) inquiry-learning environment in developing 3rd grade students’ historical empathy and conceptual understanding. Historical empathy is an important element of historical thinking, which is considered to improve conceptual understanding and support the development of democratic citizens by helping students interpret, understand and connect patterns of human activity across time. Fifty-three 3rd grade students, grouped in two research conditions, participated in this study. Students visited an archaeological site with and without the support of an AR learning environment on mobile tablet devices. Data from all students were collected following a pre- and post-test design. Twelve students from the AR condition participated in individual interviews and all AR students took a delayed post-test. The results showed that students’ conceptual understanding and historical empathy increased from pre to post for both conditions. Statistically significant differences were found between the AR field trip and the traditional field trip students in the development of empathy and conceptual understanding. These results add to the literature by supporting the potential of AR technologies for the development of students’ historical empathy; several design implications are also discussed.     

COMALAT: mobile and adaptive language learning / COMALAT: aprendizaje de idiomas adaptativo y móvil

COMALAT is a language training system that offers learning materials that can be adapted to students’ needs and objectives as an Open Educational Resource (OER). Each student is supervised individually by the system to develop language competences oriented towards the labour market in English, Spanish and German at levels A1 and A2. This project could contribute to language learning given that the contents are adapted to the user, it is flexible to use thanks to its mobile application, and it is motivational, since it highlights achievements and progress made by students.     

Effects of an augmented reality-based mobile system on students’ learning achievements and motivation for a liberal arts course

ABSTRACT

Although Augmented Reality (AR) technology has already been adopted into mobile learning environments, additional effort must be put towards providing strong evidence that AR-based mobile systems are excellent educational tools that make a positive impact in or outside of the classroom. Our study utilized a similar AR-based mobile learning system developed to authentically teach a liberal arts course at a Taiwanese university. Under controlled study environments, we were able to design a system that could impart relevant concepts from the course to students outside of the traditional classroom setting. Experimental results demonstrated that students with the opportunity to learn through the proposed system demonstrated higher learning motivation, had better learning performance and comprehension abilities than those studying via the conventional outdoor instruction approach. Moreover, the questionnaire survey conducted after our study revealed that “confidence” was the most highly rated motivational factor among students who used the proposed system, suggesting that students were quite motivated to learn using the novel system supplemented with technological advances because they felt more sure of their knowledge and performance. Thus, we believe that using the proposed system can effectively improve the learning outcomes of students enrolled in the liberal arts course, with the particular benefit of boosting confidence in gaining new knowledge, which leads to an improvement of overall learning performance and motivation.     

Adult learning and action learning — A real workplace learning approach

Abstract

The Rural Extension Centre (REC) has developed an approach to accredited training that is based on adult learning principles and is driven by an action learning approach. One of the central features of this approach is the use of real workplace based learning projects to allow participants to immediately apply the theory of the subject being studied in a practical and useful way.

The emphasis is on learning in these projects, however, they are directly based in the workplace with immediate benefits for the individual, their organisation and their clients.

Action learning is applied in the courses offered by the REC at three levels. The levels are micro-, macro- and mega- that is; on a daily basis in the residential sessions, on a weekly basis as developing learning projects and on a subject basis over the three to four months that the subject takes. The learning project is a key vehicle for learning between the residential sessions.

During residential sessions time is taken to ensure that the theory is delivered in a practical and useful way, to the extent that in some subjects there is real case study activity which allows the application of theory as the week goes on.     

Affordances of a mobile learner-generated tool for pupils’ English as a second language vocabulary learning: An ecological perspective

This paper reports on a case study of English as a second language (ESL) vocabulary learning that examined a group of Grade 4 students’ mobile learning experiences of bridging in-class and real-life vocabulary learning mediated by a mobile learner-generated content (m-LGC) tool. This study was premised on the proposed framework of mobile vocabulary learning from an ecological perspective using the concept of affordances, taking the topic of “Food” as an example. Data collection included learning logs created by students and a questionnaire about students’ perceptions of the m-LGC tool for vocabulary learning. The results revealed four types of affordances of the m-LGC tool that the learners perceived and acted on in real life outside the classroom, namely: vocabulary form-meaning mapping, consolidating vocabulary by productive use, vocabulary revision and social affordance. The students’ perceptions of the m-LGC tool for vocabulary learning were positive. This study shows that the various affordances helped students in applying newly learned words to real-life contexts. Social affordance provided the social contexts for communication via peer interaction, vocabulary expansion as well as the creation of a learning community.     

A question–answer system for mobile devices in lecture-based instruction: a qualitative analysis of student engagement and learning

The aim of this study was to explore the opinions, perceptions and evaluations of students about their experiences with a question–answer system used on mobile devices in a lecture-based course. Basic qualitative research method was employed in this study to understand how students made sense of their experiences during the instruction. The participants of the study were 25 of 42 students enrolled in a Computer Hardware course, who were interviewed in five sessions of focus-groups. Data analysis was done based on the six steps of inductive analysis. The results showed that students mostly ascribed the meaning of their engagement to the observable behaviors about academic challenge. Concerning inhibiting factors for participating in a lecture, they stressed the constraints of lecture method. As inhibiting factors for asking questions, they mostly stated shyness as a reason. The results of the research were discussed reflectively to investigate the constructed meanings of participants about the context and to make suggestions for further studies.     

Pervasive,lifestyle‐integrated mobile learning for distance learners: an analysis and unexpected results from a podcasting study

This article opens with a discussion of how and why mobile learning (m‐learning) is purported to be the next step in the evolution of distance education, before looking at various perspectives on what m‐learning constitutes. It critically examines the degree to which ‘true’ m‐learning has been achieved, by offering pedagogical value beyond the mere use of mobile devices to deliver e‐learning content. The authors argue that podcasting, in combination with a variety of portable MPEG Layer 3 (MP3)‐capable devices that are increasingly ubiquitous, can be used to deliver a form of m‐learning that offers a higher degree of lifestyle integration than many current ‘state of the art’ m‐learning applications, despite not being as technically complex. They present an example of a study in which podcasting was used to deliver supplementary listening material to distance learners undertaking an information technology subject. An end‐of‐semester survey yielded extremely positive feedback about uptake levels and the perceived effectiveness of the podcasts in aiding the students’ learning of the subject matter. However, it also produced interesting results on the ways the students made use of the podcasts, which deviated from the researchers’ original intentions for ‘anytime, anywhere, any device’ learning. The results are discussed in the light of possible influencing factors, supported by follow‐up interview data. The study may have broader implications for the still nascent field of m‐learning.     

Teachers’ learning in a learning study

The point of departure in this study is the question: do teachers who develop theoretical knowledge of the variation theory change the way(s) they offer their pupils the object of learning due to the theoretical framework. The aim of the study is to describe this development, i.e. to find if and how teachers developed theoretical knowledge when planning instruction, and in what way(s) this has an impact on the pupils’ learning outcome when using contrasts in the instruction. The theoretical framework is strongly content related, and by analysing the learning object’s critical aspects the teachers are guided to focus on the content in this particular way. The question “what does it take to develop knowledge about the object of learning?” has to be answered by the teachers before choice of teaching method is made. The research method used is Learning Study, a fusion between lesson study and design experiment. The teachers (6) have carried out nine research lessons in three Learning Study cycles (containing three lessons each). The pupils belong to three different classes and are between 9 and 11 years old. The result shows how the teachers gradually use the variation theory when planning instruction and how the learning outcomes shown by the pupils improve. The developed theoretical insight seems to affect the teachers’ ways of seeing the object of learning, such as subtle changes of how to organize the critical features of the learning object, are discerned. In every learning study cycle contrasts are used in one lesson, and in the analysis of the effect of the contrasts, the two remaining lessons are used as control groups. The results show the impact of contrasts in the pupils’ learning outcomes. The need to complement a lesson study with a theoretical perspective on learning is that the teachers are then given the opportunity to make use of the theory when planning instruction individually, not only in a lesson study. There again, the Learning Study model seems to be a powerful model with which to develop teachers’ understanding of the theoretical framework.     

Understanding mobile digital worlds: how do Australian adolescents relate to mobile technology?

ABSTRACT

Various responses to the ideas of a digital disconnect between home and school include the call for a more thoughtful exploration of the relationship between formal and informal uses of technologies. Studies have indicated the complex and interacting influences on patterns of technology use at home and at school, including patterns of Web 2.0 use that do not align with common assumptions about the characteristics of current students. Together, these studies indicate that we need more nuanced insights into how today’s students relate to available digital technologies if we are to build appropriately on their experiences in education. The current research investigates quantitatively mobile digital practices and literacy as well as attitudes in over 1140 school students in the first years (7–10) of secondary education in Australia in order to enrich insights into these students as learners in contemporary classrooms. The implications of the research for teaching are discussed.