Fostering multimedia learning of science: Exploring the role of an animated agent’s image

Research suggests that students learn better when studying a picture coupled with narration rather than on-screen text in a computer-based multimedia learning environment. Moreover, combining narration with the visual presence of an animated pedagogical agent may also encourage students to process information deeper than narration or on-screen text alone. The current study was designed to evaluate three effects among students learning about the human cardiovascular system: the modality effect (narration vs. on-screen text), the embodied agent effect (narration + agent vs. on-screen text), and the image effect (narration + agent vs. narration). The results of this study document large and significant embodied agent and image effects on the posttest (particularly retention items) but surprisingly no modality effect was found. Overall, the results suggest that incorporating an animated pedagogical agent – programmed to coordinate narration with gaze and pointing – into a science-focused multimedia learning environment can foster learning.     

Ubiquitous learning website: Scaffold learners by mobile devices with information-aware techniques

The portability and immediate communication properties of mobile devices influence the learning processes in interacting with peers, accessing resources and transferring data. For example, the short message and browsing functions in a cell phone provide users with timely and adaptive information access. Although many studies of mobile learning indicate the pedagogical potential of mobile devices, the screen size, computational power, battery capacity, input interfaces, and network bandwidth are too restricted to develop acceptable functionality for the entire learning processes in a handheld device. Therefore, mobile devices can be adopted to fill the gap between Web-based learning and ubiquitous mobile learning. This study first creates a website, providing functions enabling learning to take place anytime and anywhere with any available learning device, for ubiquitous learning according to various properties of mobile devices. Nowadays, learners’ behaviors on a website can be recorded as learning portfolios and analyzed for behavioral diagnosis or instructional planning. A student model is then built according to the analytical results of learning portfolios and a concept map of the learning domain. Based on the student model and learners’ available learning devices, three modules are developed to build a ubiquitous learning environment to enhance learning performance via learning status awareness, schedule reminders and mentor recommendation. Finally, an experiment is conducted with 54 college students after implementation of the ubiquitous learning website. Experimental results indicate that the proposed system can enhance three learning performance indicators, namely academic performance, task accomplishment rates, and learning goals achievement rates.     

The future threat to computers and composition: Nontenured instructors, intellectual property, and distance education

In this article, I argue that recent initiatives concerning the use of computer-mediated instruction to improve writing skills in large lecture classes often work to undermine the professional status of composition teachers in North American universities. I trace the use of computer-assisted instruction, specifically distance-education initiatives. To further the cause of a just implementation of CAI, I discuss recent contractual language and explore the current practice of hiring computers and writing specialists into nontenurable staff positions. I posit that writing program administrators need to fight for stable, long-term positions for faculty who teach with computers and within computer-mediated spaces. I also argue that compositionists must seek to regulate and control the ownership of their intellectual property and course materials.     

An expertise reversal effect of segmentation in learning from animated worked-out examples

Many animations impose a high cognitive load due to the transience of information, which often hampers learning. Segmentation, that is presenting animations in pieces (i.e., segments), has been proposed as a means to reduce this high cognitive load. The expertise reversal effect shows, however, that design measures that have a positive effect on cognitive load and learning for students with lower levels of prior knowledge, might not be effective, or might even have a negative effect on cognitive load and learning for students with higher levels of prior knowledge. This experiment with animated worked-out examples showed an expertise reversal effect of segmentation: segmented animations were more efficient than continuous animations (i.e., equal test performance with lower investment of mental effort during learning) for students with lower levels of prior knowledge, but not for students with higher levels of prior knowledge.     

Modality and cueing in multimedia learning: Examining cognitive and perceptual explanations for the modality effect

The purpose of this study was to investigate the effects of modality (written text vs. spoken text) and visual cueing (low cueing vs. high cueing) on the learning and mental effort of participants studying a computer-based static diagram at their own pace. Participants were randomly assigned to four versions of the computer-based materials formed into a 2 × 2 factorial design by crossing modality with cueing. The results revealed a reverse modality effect, wherein participants studying written text outperformed those studying spoken text on tests of free recall, matching, comprehension, and spatial recall, but not mental effort. Information cueing did not significantly affect either performance or mental effort. These findings are discussed in the context of two popular explanations of the modality effect: the cognitive resources explanation and the perceptual resources explanation. The results were best explained from a perceptual resources viewpoint.     

The personalization effect in multimedia learning: The influence of dialect

The personalization effect states that through addressing a learner personally or formulating multimedia instruction in a personal way the learning outcome is improved. This effect can be explained either with higher social presence, with stronger self-reference or with more familiarity of personal messages. Based on these explanations, using a regional dialect instead of standard language should also improve the learning outcome. Two hundred and ten Austrian pupils at a lower secondary school viewed a narrated animation concerning computer networks. The students were randomly assigned to one cell of a 2 (formal or personalized) × 2 (standard German or Austrian dialect) between-subjects factorial design. Results confirmed the personalization effect for retention and transfer performance, showing a stronger effect for transfer. This result is discussed as well as the partly significant findings for the factor speech and the significant interaction effect between personalization and speech on learners’ interest.     

The design and evaluation of a computerized adaptive test on mobile devices

The use of computerized adaptive testing (CAT) has expanded rapidly over recent years mainly due to the advances in communication and information technology. Availability of advanced mobile technologies provides several benefits to e-learning by creating an additional channel of access with mobile devices such as PDAs and mobile phones. This paper describes the design issues that were considered for the development and the implementation of a CAT on mobile devices, the computerized adaptive test on mobile devices (CAT-MD). Throughout the development of the system, formative evaluation was an integral part of the design methodology. The recommendations, suggestions and the results of the formative evaluation were used to improve the system in order to make the assessment procedure more effective and efficient. These results of the formative evaluation are also presented here.     

Reducing the spatial distance between printed and online information sources by means of mobile technology enhances learning: Using 2D barcodes

Online information sources, such as pictures and animations on web pages are frequently used for complementing printed course material in educational contexts. The concurrent use of online and printed information sources by students, however, requires going back and forth between physically separated course material, such as a course book and a computer screen, thus leading to suboptimal learning outcomes. Compatible with the principles identified by the recent theoretical frameworks for multimedia learning, mobile technology provides learners with the opportunity to bring online and printed course material close together. Mobile phones make online information available within a small desktop space, in close proximity to printed course material. The challenges that are relevant to text input methods can be overcome by the 2D barcode technology. This study investigates the use of camera-equipped mobile phone and 2D barcode technology as an alternative to the use of computer screen for complementing printed course material. The results of the experimental investigation suggest that, by facilitating the access to online information sources by 2D barcode tags on course books, mobile phones have the potential to enhance learning.     

Here and now mobile learning: An experimental study on the use of mobile technology

Mobile technology opens the door for a new kind of learning called here and now learning that occurs when learners have access to information anytime and anywhere to perform authentic activities in the context of their learning. The purpose of this study was to investigate the effects of here and now mobile learning on student achievement and attitude. The research questions addressed were (1) Does “Here and Now” mobile learning significantly improve student achievement when compared with Computer based Instruction? (2) Does “Here and Now” mobile learning significantly improve student attitude when compared with Computer based Instruction? (3) Are there differences in student achievement and attitudes when “Here and Now” mobile learning is delivered using a tablet versus ipod? 109 undergraduate students enrolled in preservice instructional design and instructional technology courses at a regional southeastern university participated in the study. Participants took a pretest at the beginning of the study, and then were assigned to one of the versions of an art lesson (CBI version and iPad/iPod version) which were developed using Lectora Inspire incorporating information on five different paintings in the education building. After the lesson, they completed the posttest and an attitude survey. ANOVA was conducted on data obtained from the achievement posttest and on the attitude survey results for the Likert type items (Items 1–12). Analyses on achievement and attitude data revealed positive significant differences. The CBI treatment achieved positive posttest scores on the posttest while the iPad/iPod treatments had positive attitudes. This study has implications for those designing and implementing mobile learning.     

The role of spatial ability when fostering mental animation in multimedia learning: An ATI-study

The present Aptitude-Treatment-Interaction (ATI) study investigates the learner characteristic spatial ability (aptitude) and the variation of mental-animation prompts (treatment: no vs. mental-animation prompts). A group of high-school students (N = 94) learned about a biology topic through learner-paced multimedia instruction. Some of the learners received mental-animation prompts and others learned without prompts. A fine-grained analysis with spatial ability as continuous aptitude variable and mental animation as treatment showed a positive learning effect of animation prompts in learning outcomes of processes, but not in knowledge about structures. In addition, spatial ability only modified the relationship between animation prompts and learning when analyzing knowledge about processes. Specifically, only learners of low to medium spatial ability profited from the prompts while learners with very low or high spatial ability had comparable results when learning with or without prompts. In addition, only learners with high spatial ability rated their cognitive load to be significantly higher when learning with prompts. Results align with the assumptions of the production deficiency of learners with low to medium spatial ability, mediation deficiency of learners with very low spatial ability and stable learning performance of learners with high spatial ability whatever the learning situation offers.     

Bridging the app gap: An examination of a professional development initiative on mobile learning in urban schools

In this study we present a professional development initiative aimed at helping urban teachers in low-income underserved schools in the U.S. learn how to utilize iPads (a representative mobile device) and educational apps (software programs that run on mobile devices) to support teaching and learning. Subsequently, we examine the ways in which four case study teachers utilized iPads and educational apps in their classrooms to support their students' learning experiences. Data included observations of professional development activities, classroom observations, teacher interviews, and student focus groups. Findings revealed that students used iPads and educational apps to (a) access online content, (b) create learning artifacts, and (c) reinforce content learning through personalized instruction. Findings also indicated that use of iPads and educational apps supported student academic growth and empowerment. Results have implications for mobile learning researchers, practitioners, and policy makers, particularly those charged with the design and implementation of professional development programs.     

Online collaborative learning in dyads: Effects of knowledge distribution and awareness

Research on collaborative learning traditionally assumes a certain degree of symmetry between the learning partners in terms of both their learning-relevant traits and their individual learning outcomes. However, if one collaborative partner is clearly more able, skilled, or knowledgeable than the other partner, then it remains unclear who profits more from the collaboration. The present study aimed to explore this issue by manipulating symmetry in prior knowledge within small groups of online learners (dyads) and measuring their problem-solving efficiency and incidental learning gain on an individual and dyad level. Awareness of this symmetry/asymmetry was manipulated, too, to discern it as a potential moderator. Dyads with symmetrical and asymmetrical prior knowledge performed equally well on most measures. Moreover, on average, the more and the less knowledgeable partners in the asymmetrical conditions had equal learning gains. However, while in dyads with symmetrical knowledge learning gains were correlated between the partners, in the asymmetrical dyads they were not. Awareness of symmetry/asymmetry did not act as a moderator, but, overall, dyads with awareness of each other's knowledge learned more from each other than dyads without such awareness. The benefit of awareness was, however, specific to the learning content exposed via awareness. We conclude that researchers and practitioners should be careful when choosing or assigning collaborative partners to each other, as only for partners with symmetrical prior knowledge can a symmetrical increase in knowledge be expected. We further discuss the implications of these findings for research on knowledge awareness and collaboration.     

An effective online teaching method: the combination of collaborative learning with initiation and self-regulation learning with feedback

In modern business environments, work and tasks have become more complex and require more interdisciplinary skills to complete, including collaborative and computing skills for website design. However, the computing education in Taiwan can hardly be recognised as effective in developing and transforming students into competitive employees. In this regard, the author adopted collaborative learning (CL) with initiation and self-regulated learning (SRL) with feedback to develop students' collaborative skills and regular learning habits and further contribute to practical computing skills for website design. This study comprised an experiment that included 279 second-year university students from five class sections, including four experimental groups (CISF group, n = 57; CIS group, n = 53; CI group, n = 68; C group, n = 68), and a control group (T group, n = 33). The results reveal that students who received the combined treatment of online CL with initiation and SRL with feedback attained the best grades for their computing skills for website design among the five groups. The author further discusses the implications for teachers, schools and educators who plan to design practical scenarios and online learning activities for their students.     

Exploring differences between gifted and grade-level students’ use of self-regulatory learning processes with hypermedia

Research involving gifted and grade-level students has shown that they display differences in their knowledge of self-regulatory strategies. However, little research exists regarding whether these students differ in their actual use of these strategies. This study aimed to address this question by examining think-aloud data collected from 98 gifted and grade-level students engaging in a complex learning task: utilizing a hypermedia environment to learn about the circulatory system. We also examined both declarative knowledge and mental model measures of learning to determine whether these groups differed in their actual performance. Our results show that gifted students did outperform grade-level students in all outcome measures. In addition, gifted students more often utilized more sophisticated self-regulatory strategies (e.g. coordinating informational sources) than grade-level students. Grade-level students were more likely to use less effective strategies that are less likely to promote the acquisition of knowledge (e.g. mnemonics). Recommendations for future intervention studies are based upon these findings.     

Learning with hypermedia: The influence of representational formats and different levels of learner control on performance and learning behavior

In this paper, two experiments on the use of hypermedia environments for learning about probability theory are reported. In Experiment 1a it was tested whether multimedia design principles (multimedia principle, modality principle, redundancy principle) are valid in hypermedia environments, despite the fact that hypermedia offers more learner control than multimedia. The results showed only little evidence for this validity, although the hypermedia environment entailed only a rather low level of learner control. In Experiment 1b it was investigated how learner control affects performance and how its possible impact is moderated by learners’ prior knowledge. A high level of learner control positively affected the effectiveness of instruction only with regard to intuitive knowledge, but was at the same time accompanied by large increases in learning time, thereby rendering the instruction inefficient. Unexpectedly, effects of learner control were not moderated by students’ prior knowledge. The results imply that the idea to use multimedia design principles for hypermedia learning is too simple and that the benefits and drawbacks of learner control depend heavily on learning objectives and time constraints.     

Haptic feedback and students’ learning about levers: Unraveling the effect of simulated touch

While there has been extensive experimental research on haptics, less has been conducted on cross-modal interactions between visual and haptic perception and even less still on cross-modal applications in instructional settings. This study looks at a simulation on the principles of levers using both visual and haptic feedback: one group received visual and haptic feedback while the other just visual feedback. Using the triangulation of learning scores, eye tracking data, and video analysis of interaction with the levers, the efficacy of haptic feedback to improve learning was explored. The results indicate that while the total fixation time on the levers and numeric readout was greater for the visual and haptic group, very similar patterns of visual attention were seen between groups. Perhaps surprisingly, the visual only group scored higher on an embedded assessment. Explanations for these results are synthesized from theories of cross-modal perception and cognitive architecture.     

An empirical development of critical value factors (CVF) of online learning activities: An application of activity theory and cognitive value theory

According to activity theory, activities are at the center of human behavior. Extensive attention has been given in literature to the success and effectiveness of online learning programs. Value theory suggests that human perceived value is a critical construct in investigating what is important to individuals. However, very limited attention has been given in literature to the role of users’ perceived value of learning activities in educational settings. Scholars suggest that additional studies on learning activities are needed in order to progress the current knowledge of the use of information systems in education. Therefore, this study investigated issues related to learners’ perceived value by uncovering the critical value factors (CVFs) of online learning activities. Participants in this study included 209 graduate students attending an online learning program. This study extended the first phase done in a prior research to uncover the CVFs of online learning activities. Results of this research study produced five reliable CVFs: (a) collaborative, social, and passive learning activities; (b) formal communication activities; (c) formal learning activities; (d) logistic activities; and (e) printing activities.