A context-aware video prompt approach to improving students' in-field reflection levels

Engaging students in reflection during real-world observation and inquiry activities has been recognized as an important issue for improving students' learning achievement and motivation. Many studies in the literature have adopted text-based reflection prompts as an important strategy to promote learning performance, this study argues that using videos as a reflection prompt would be more effective for improving learners' ubiquitous learning experiences and can provide a more sensible scenario that is better fitting the real-world contexts than the text-based prompts. In this study, a context-aware video-based prompt approach is proposed for improving students' reflection levels and satisfaction by providing timely and personalized guidance using mobile, wireless communication and sensing technologies. An experiment was conducted for evaluating the effectiveness of the proposed video-based prompt strategy with 70 participants in two groups. The results show that learners' reflection levels were significantly improved with the use of the proposed approach and that positive attitudes were observed toward the use of video-based prompts in the context-aware ubiquitous learning environment.     

Using a “prediction–observation–explanation” inquiry model to enhance student interest and intention to continue science learning predicted by their Internet cognitive failure

The development of information technology, such as iPad applications, facilitates the implementation of constructivist teaching methods. Thus, the present study developed a “prediction–observation–explanation” (POE) inquiry-based learning mode to teach science concepts using the iPad2. The study used the “attention-to-affect” model with a self-report measure to determine the antecedent factor – Internet cognitive failure – related to learning interest based on students' continuance intentions to practice POE inquiry using the iPad2. A total of 96 elementary 6th grade students participated in the study and completed the questionnaires, of which 81 effective questionnaires were validated for the confirmatory factor analysis with structural equation modeling. The results of this study indicated that Internet cognitive failure was negatively associated with three types of learning interest as indicated by high levels of liking, enjoyment, and engagement. On the other hand, three types of learning interest were positively correlated to continuance learning through iPad2 interactions. The results suggested that the POE mode of inquiry is suitable for implementing at an intelligent mobile device to enhance young students' interest and continuance intentions with respect to the learning of science.     

Wandering: A Web-based platform for the creation of location-based interactive learning objects

Wandering is an innovative web-based platform that was designed to facilitate outdoor, authentic, and interactive learning via the creation of location-based interactive learning objects (LILOs). Wandering was integrated as part of a novel environmental education program among middle school students. This paper describes the Wandering platform's structural architecture and an evaluation study that was conducted among grade nine students (N = 102) who participated in the innovative educational program. Our goal was to examine students' learning outcomes and experiences while creating LILOs' and providing comments. Findings indicated high motivation among students to use Wandering, not only for completing their school assignment, but also for contributing to the community. Despite the fact that the tagging and commenting tools could have been used more efficiently by students, more than one third of the LILOs received an excellent grad. In addition, our findings indicated that Wandering is a good platform for enhancing 21st century skills, including: engagement with others, personalization, control release, and change adaption.     

Factors influencing students' beliefs about the future in the context of tablet-based interactive classrooms

With the distribution of easy-to-use tablet computers, tablet-based interactive classrooms have become popular environments for innovative learning activities in recent years. However, little research has investigated the relationship between technologically enhanced learning environments and students' beliefs about the future and self-efficacy for learning. In this study, young students' perceptions of tablet-based interactive classrooms, beliefs about the future, and self-efficacy for learning in rural areas of Korea were examined after the students engaged in tablet-based interactive classrooms. To develop the theoretical framework, we created a structural research model of ease of use, usefulness, satisfaction, deepened experiences through tablet use, beliefs about the future, and self-efficacy in tablet-based interactive classrooms based on a partial least squares (PLS) method. The results indicate that (1) students in tablet-based interactive classrooms perceive frequent experiences with tablet-based instructions as easy and useful and (2) student satisfaction is significantly influenced by their perceptions of deeper learning experiences through tablet use, which are significantly influenced by their future expectations and self-efficacy for learning. This study provides relevant implications for educators who design learning activities for students in rural schools in tablet-based interactive classroom environments.     

Model development in scientific discovery learning with a computer-based physics task

Based on theories of scientific discovery learning (SDL) and conceptual change, this study explores students' preconceptions in the domain of torques in physics and the development of these conceptions while learning with a computer-based SDL task. As a framework we used a three-space theory of SDL and focused on model space, which is supposed to contain the current conceptualization/model of the learning domain, and on its change through hypothesis testing and experimenting. Three questions were addressed: (1) What are students' preconceptions of torques before learning about this domain? To do this a multiple-choice test for assessing students' models of torques was developed and given to secondary school students (N = 47) who learned about torques using computer simulations. (2) How do students' models of torques develop during SDL? Working with simulations led to replacement of some misconceptions with physically correct conceptions. (3) Are there differential patterns of model development and if so, how do they relate to students’ use of the simulations? By analyzing individual differences in model development, we found that an intensive use of the simulations was associated with the acquisition of correct conceptions. Thus, the three-space theory provided a useful framework for understanding conceptual change in SDL.     

Motivation factors and barriers to the continuous use of blended learning approach using Moodle: students' perceptions and individual differences

ABSTRACT

Practitioners of blended learning encounter challenges on how to cater students individual needs and to increase their motivational involvement with the system. Therefore, this study aims to identify and evaluate the motivation factors and barriers that influence students' decisions to continue using blended learning based on Moodle platform. The study proposes a research model to gain a better understanding of students' behavioural attitudes, motivations, and barriers to the continuous use of blended learning. In addition, a multi-group analysis was conducted to examine individual differences between students from three different universities in Palestine. The findings provide a comprehensive understanding of students' behaviours and the investigated factors of the proposed model were truly significant in forming students' perceptions and reflecting their decisions to continue using such learning approach. Features of blended learning system were found to be the most significant motivational antecedents in relation to influencing students' perceptions and involvements in the learning environment, while perceived behavioural control and subjective norms were found to be the primary factors driving students' continuous use. Finally, the findings shed light on the impact of individual differences on students' perceptions and usage behaviours and suggest that these differences could be leveraged to provide adaptive usage decisions.     

Can more interactivity improve learning achievement in an online course? Effects of college students' perception and actual use of a course-management system on their learning achievement

This study aims to investigate how interactivity influence learners' use of interactive functions in the course-management system (CMS) and their online learning performance. A two-tier mediation framework is proposed to examine the mediating effects of different actual-use records concerning the CMS's interactive functions. Data are collected from 381 undergraduate students who enrolled in a general-education asynchronous online course from three universities in Taiwan. The results indicate that the relationships among students' self-reported use of interactive functions, students' perceptions of the usefulness of interactive functions, and students' actual-use logs have some direct influences on students' online learning performance (online-discussion scores, exam scores, and group-project scores). In addition, students' actual-use logs (the number of times of log-ins to the online course, the number of times students read learning materials, and the number of postings on the discussion board) have a mediated effect on students' self-reported frequency of logging into the CMS, students' self-reported frequency of using the learner–instructor/learner–learner interactive functions, and online learning performance. The findings and implications could constitute a useful guide for educational practitioners and designers concerned with the effective integration of interactivity into future online courses.     

Analysing the role of a pedagogical agent in psychological and cognitive preparatory activities

There is a lack of studies that examine the role of a pedagogical agent on student development in a specific learning situation that involves psychological and cognitive preparatory activities in high school settings. We examined the effectiveness of pedagogical agent (APT) cognitive and affective feedback on learner motivation and well-being. We applied an experimental research design, involving 45 fourth-year high school students, divided in experimental and control groups (APT vs. human tutor). We performed a quantitative analysis to collect and analyse data of students using our APT. APT cognitive feedback had a positive effect on students' motivation for learning by encouraging students' proposals and initiatives and arousing students' interest in the topic. In addition, APT affective feedback fostered an appropriate emotional climate and creative environment for learning by enhancing students' curiosity, creativity and confidence for carrying out the activity, while reducing students' negative emotions such as boredom and anger. This study provided us useful insights about the affective (and cognitive) competencies that a virtual affective pedagogical agent needs to have in order to support students' mental and emotional health throughout a learning situation. Yet, further research is needed to consolidate these findings and make APT more adaptive to different learning situations.     

Unpacking students' conceptualizations through haptic feedback

While it is clear that the use of computer simulations has a beneficial effect on learning when compared to instruction without computer simulations, there is still room for improvement to fully realize their benefits for learning. Haptic technologies can fulfill the educational potential of computer simulations by adding the sense of touch. Visuohaptic simulations may not only help students visualize these concepts, but they may also have the capability of enriching the learning experience and enhancing retention. To provide additional insights about how students conceptualize abstract and difficult concepts in science, this study proposes a sequencing approach. The research questions are: (1) what are undergraduate students' ways of conceptualizing electric fields through haptic feedback? And (2) what are undergraduate students' perceptions of using visuohaptic simulations for their learning of electric force concepts? Participants included nine undergraduate students who participated in a think aloud procedure. Data were analysed qualitatively using open coding followed by axial coding. The results suggest that students' conceptualized electric force concepts through embodied haptic experiences by inferring force–distance relationship, sign inference, shape of field and indirectly inferring the concept of electric potential. Students also perceived the value of using visual plus haptic simulations to help them understand and retain concepts.     

Preferences toward the constructivist Internet-based learning environments among high school students in Taiwan

This paper explored students' preferences toward the constructivist Internet-based learning environments. A Constructivist Internet-based Learning Environment Survey (CILES) was developed. The CILES consisted of six scales, including student negotiation, inquiry learning, reflective thinking, relevance, ease of use and challenge. Questionnaire responses gathered from more than 700 high school students in Taiwan suggested that the survey showed adequate reliability in assessing students' preferences. Students showed stronger preferences for the learning environments, which were easy to use or navigate and integrate complex real-life problems with relevant knowledge in a meaningful way. In addition, males and females shared similar preferences toward the Internet-based learning environments. Students having moderate Internet experiences seemed to be more critical to the preferences of the Internet-based learning environments, in which they may have demanded authentic and facilitated Internet-based learning environments, while their inquiry and reflective thinking should be promoted.     

Autobiographical Accounts of Students' Experiences Learning Mathematics: A Review

ABSTRACT

In this article, we review published literature that draws on autobiographical accounts of students' experiences learning mathematics. We summarize the main findings of the target literature and present recommendations for further research that will extend this field. Our review indicates that autobiographical and narrative methodological approaches have the potential to occasion important advances in our knowledge of students' experiences learning mathematics. However, relative to accounts of preservice teacher learning, there is a paucity of published research that documents the mathematics learning experiences of kindergarten to Grade 12 students.     

Efficiency of learning environment using GeoGebra when calculus contents are learned in collaborative groups

In this paper we present a modern approach of teaching mathematics based on the computer supported collaborative learning (CSCL) of calculus contents. The collaborative learning was used in calculus course at the University of Novi Sad, Serbia, for examining functions and drawing their graphs. In 2012 the authors decided to improve the collaborative learning introducing GeoGebra application. Small four member groups were formed by using Kagan's (1994) principles. Two groups of students, the experimental, and the control one were observed. The students in the experimental group learned with the help of GeoGebra, and the students in the control group learned without using GeoGebra.Comparison between those two groups of the first year calculus students, regarding their way of learning and the results achieved, is described below. Before the students' collaborative learning, they were tested with a pre-test and their knowledge necessary for examining functions was verified. The pre-test showed that there was no significant statistical difference between the experimental and the control group. The experimental group worked with the help of the computer and the control one without it. After the collaborative learning, the students were tested with a test (colloquium) and the results of the experimental group were significantly better than the results of students in the control group. At the end of the course the students did their exams (post-test), and the results of the experimental group were significantly better than the results of students in the control group.Some students from the experimental group had to answer questions in an interview related to the use of GeoGebra during their collaborative learning. In order to see the students' difficulties in solving problems, students in the experimental group were asked to cross out incorrect parts of solutions, not to erase them. The teachers reviewed the students' tasks done during the collaborative learning and after that the students who had corrected their mistakes were invited for an interview about using GeoGebra for overcoming their difficulties. Based on the students' results in the tests, answers in the questionnaire and in the interview, it can be concluded that GeoGebra has enabled an easier learning of this material. The GeoGebra package enables the students to check whether each step in the process of solving a task was correctly done or not. The results of our research show that GeoGebra can help those students having insufficient knowledge (necessary for solving those tasks) to improve it.We can say that our research shows that the students' learning achievement in examining functions and drawing their graphs is better when they use GeoGebra, working in collaborative groups than without using it. Also, GeoGebra enables creation of effective learning environment for examining functions and drawing their graphs.     

Multimedia recipe reading: Predicting learning outcomes and diagnosing cooking interest using eye-tracking measures

This study aimed to explore the relationships between students' visual behaviors and learning outcomes, and between visual behaviors and prior cooking interest in multimedia recipe learning. An eye-tracking experiment, including pretest, recall test, and retention test, was conducted with a sample of 29 volunteer hospitality majors in Taiwan. The multimedia recipe included a static page showing the ingredients in a text-and-picture representation and a dynamic page showing the knife skills in a text-and-video representation. Total reading time, total fixation duration, number of fixations and inter-scanning count were used to explore the students' visual attention distributions among the different representation elements and their visual strategies for learning the recipe. The results showed that all students paid more visual attention to the text than to the picture information for the static recipe, and paid more visual attention to the video than to the text on the dynamic page. In addition, the visual attention paid to the text on the dynamic page was negatively correlated with the retention of the episodic knowledge of knife skills. In contrast, the visual attention paid to the text on the static ingredient page was positively correlated with students' prior cooking interest. Finally, the inter-scanning count between text and video on the dynamic page was the best index to negatively predict students' learning retention. Total fixation duration on the text information on the static page was the best index to positively predict students' prior cooking interest. Future studies and applications are discussed.     

Unpacking and repacking the factors affecting students' perceptions of the use of classroom communication systems (CCS) technology

This exploratory study investigated the relationships between students' perceptions of their classroom experiences and instructional and contextual factors involved with the use of Classroom Communication Systems (CCS) technology. A mixed methods approach was employed to examine these relationships using data collected from 931 students enrolled in one public university. Thematic analysis explored students' perceptions of the use of CCS. Three logit models with a sound predictability and model fit were established using logistic sequential regression. These models identified crucial instructional and contextual factors and examined the degree to which each of these factors was associated with student perceptions of classroom experiences with CCS. This study found that positive student perceptions of classroom experience with CCS were closely associated with the use of specific types of questions, formative feedback and assessment approaches, and the pedagogical training of the classroom instructors. These findings elucidate specific aspects of CCS use that are related to how students perceive the effectiveness of this technology, and may ultimately assist instructional designers and faculty developers in designing and implementing CCS to enhance students' classroom experiences.     

Pre-service teachers' experiences of using social software applications for collaborative inquiry

This case study focuses on the use of social software applications for supporting pre-service teachers' collaborative inquiry. Second year pre-service teachers (N = 98) were instructed to carry out an inquiry using a selection of suitable applications to support their work in a forest ecology field course. Although they were not specifically instructed on the use of the software applications, the assumption was that being ‘digital natives’ they would be familiar with them or would readily adopt them. The study reports the students' experiences of the course. Results show variations in their experiences: differences in the way they saw the adequacy of their ICT skills, the suitability of the software, and in their opinions about familiarizing themselves with the software applications as part of the inquiry process. The results also indicate that in future it is important to: (i) concretize and explain the pedagogical aspects of using social software applications as part of the learning process; (ii) highlight the reasons why software applications are used for supporting learning, i.e., the added value; and (iii) encourage students to explore and make use of different software applications for different learning purposes.     

Exploring students' learning effectiveness and attitude in Group Scribbles‐supported collaborative reading activities: a study in the primary classroom

Improving students' reading comprehension is of significance. In this study, collaborative learning supported by Group Scribbles (GS), a networked technology, was integrated into a primary reading class. Forty‐seven 10‐year‐old students from two 4th grade classes participated in the study. Experimental and control groups were established to investigate the effectiveness of GS‐supported collaborative learning in enhancing students' reading comprehension. The results affirmed the effectiveness of the intervention designed. In the experiment group, students' learning attitudes, motivation and interest were enhanced as well. Further analyses were done to probe students' interaction processes in the networked collaborative classroom and different collaboration patterns and behaviours were identified. Based on the findings obtained, implications for future learning design to empower L1 learning were elaborated.     

Wireless sensors application in smart English classroom design based on artificial intelligent system

In the traditional intelligent English classroom teaching, the efficiency of students' learning is often affected by many external environments, such as the influence of learning environment, the influence of students' own condition, and the influence of teachers' teaching mode. In view of these problems, we propose a wireless sensor network technology intelligent teacher management system, which can reduce the influence of the above factors on students' learning efficiency and improve students' learning efficiency. Make students more focused on learning. The system can monitor the state of students through wireless sensors. When the students are in bad condition, the system can adopt certain measures to enhance the enthusiasm of students. At the same time, the state of students and the state of the classroom will be recorded in the internal background system, the system managers can timely monitor the state of students and teachers, and give some guidance and feedback to students and teachers. This learning system is based on machine-free learning and sensor development. It can adjust the classroom environment to suitable conditions and make students more motivated to learn. Teachers can also have a more stable play, will not cause waste of classroom time and attention loss and other phenomena. When students feel tired or sleepy in class, the management system can also actively remind students. Observing the students' state at all times in the traditional classroom will lead to the teacher's distraction, but the teacher has to observe the students' state while lecturing. This may affect teachers and affect their teaching level, and the use of this automated classroom detection technology can solve such problems. Machine learning is to improve the calculation method through various experiences, which is also a problem in the field of artificial intelligence.     

Changing teachers,changing students? The impact of a teacher-focused intervention on students' computer usage,attitudes, and anxiety

An important purpose of integrating computer use into everyday classroom instruction is to help students approach technology as a learning tool. Effective classroom integration is dependent not only on access to computers but also teachers' implementation of computing into learning. Successful implementation, in turn, depends largely on teachers' beliefs about classroom computing. The purpose of this study is to examine the effects of a teacher-focused technology intervention on students' attitudes toward and use of computers as learning tools. Teachers' attitudes, anxiety, and classroom computer use are explored as mediators of this relationship. Data were collected during a technology intervention in fourth and fifth grade classrooms in an urban public school district. Results suggest that the technology intervention itself had a positive effect on students' attitudes toward and use of computers for educational purposes. There was no evidence, however, that teachers' use or attitudes had any mediating effect on this relationship. These results suggest that it is possible to increase students' attitudes toward computer use through intense interventions aimed at their teachers. Future research should further investigate the mechanisms through which this relationship exits.     

What factors predict undergraduate students' use of technology for learning? A case from Hong Kong

A sound understanding of technology use from the learners' perspective is crucial. This study intends to contribute to our understanding on student technology use by focusing on identifying the factors that influence students' adoption of technology for learning and the relationships between these factors. Students studying at a Hong Kong university were surveyed and the results revealed that the compatibility of technology and their learning styles and needs, the availability of encouragement and supports from peers and teachers, and their attitudes toward technology use were dominant predictors of students' technology use for learning. Perceived usefulness of technology for learning and students' perceptions of their general ICT literacy skills had less predictive power on their technology use. The findings suggest promoting students' adoption of technologies for learning through enhancing their appreciation of technologies' utilities in learning and through maximizing teachers' and peers' role in shaping and supporting their technology use.     

The effect of using a home computer on students' educational use of IT

With many students' access to computers at home out-weighing their use of Information Technology (IT) in school, the importance of home computing has grown immensely over the last decade. This paper therefore seeks to examine the nature and extent of students' domestic use of computers and the subsequent relationship with their use of IT in schools and colleges. Using a sample of 16–19-year-old students, quantitative and qualitative data were gathered to explore students' experiences of home computing. The results suggest that students using computers at home have significantly more positive attitudes toward using computers yet do not necessarily make more use of school or college-based IT; compensating for the inadequacies of educational IT with their use of computers at home. Nevertheless access to, and benefits gained from, home computers were found to differ significantly according to students' gender.