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There has been a call in recent years for an integration of cognitive load theory into instructed second language acquisition practices to assist language learners by taking advantage of theories on human cognitive architecture. This paper seeks to move the conversation on how this integration might be achieved by presenting findings from survey data conducted with learners enrolled online courses at a cyber-university in South Korea (n = 68). Findings show a statistically significant positive relationship between distraction and extraneous load. These results are used to postulate a model for explaining the how the effects of extraneous load on attention can be integrated into second language learning theory. Pedagogic implications of this are the value of explicitly signaling key vocabulary and grammar, ensure spatial and temporal considerations are made when using multimodal instruction, and placing learners at the center of decisions on the blend of media they experience in instruction.

The use of e-learning personalization allows learners to control their learning by choosing which content to process and how to process it. In order to explain the processes that occur when student...

Both sequencing content and fading instructional support are scaffolding techniques designed to make it easier for learners to process information. While sequencing content separates problems into ...

From a cognitive load perspective, successful collaborative learning occurs if groups achieve their goals, and if each member processes information in a way that contributes to individual learning. This research looked at group work among postgraduate STEM students in South Korea (N = 55) to see if successful collaborative learning and individual contribution were associated with greater individual course success. Results showed that students who participated in successful group work showed higher levels of germane cognitive load, which contributes to learning, and also earned higher scores on the final research paper for the course. Implications of this study highlight the need for synchronous collaborative writing to be used as a way of sharing ideas and knowledge to produce higher levels of individual understanding and quality writing.

Ideally, instruction should be delivered in a way that reduces the processing of information that does not contribute to learning (extraneous load) and increases cognitive processing that contributes to learning (germane load). One way students might effectively manage extraneous load is through specific video lecture viewing strategies to control the flow of information. Extant research provides conflicting perspectives regarding the role of viewing strategies within video lectures in improving learning. This study analyzed survey responses from a group of university students (n = 2012) participating in online classes in South Korea and looked at the mediating effect of video lecture viewing strategies on the relationship between extraneous load and germane load. The results showed that viewing strategies mediated the relationship between extraneous load and germane load. When viewing strategies were added to the model, the large negative relationship between extraneous load and germane load reversed to become a small positive relationship, implying that the negative correlation between extraneous load and germane load can be largely mitigated by students engaging in specific viewing strategies to better understand the content.

Scaffolding techniques, such as sequencing and fading, used in online video lectures may help mitigate the negative relationship between complex contents represented by intrinsic load and content u...

An important part of online courses is the delivery of instruction via video lectures. Video lectures should use media effectively to reduce extraneous load and maximize cognitive processing, there...

Purpose The paper aims to examine the effect of levels of self-regulated effort (SRE) and levels of cognitive load on the watching and completing of video lectures used as the main source of instruction in online learning environments. Design/methodology/approach A survey provided data on the students’ engagement with video lectures, their level of SRE and the level of cognitive load they perceived while watching video lectures. The relationships between these variables and statistical significance were analyzed. Findings There were three key findings: a positive relationship between SRE and both watching and completing lectures; a negative relationship between SRE and perceptions of existing cognitive load; and students in different demographic groups watched fewer lectures, experienced higher cognitive load and reported lower levels of SRE. Research limitations/implications Implications of this study are that video lecture creation would benefit from the development of best practices, consideration of students’ levels of self-regulation, minimization of extraneous load and individual differences among groups of students. Limitations are the context-specific nature of the findings and the fact that data were drawn from self-reported survey responses, meaning they are subjective in nature. Originality/value The originality of this paper lies in its investigation of relationship between SRE, cognitive load and video lecture viewership. No research of this topic could be found during the literature review. Findings are of value to those interested in reaping increased levels of video lecture viewership by showing elements that will encourage engagement, satisfaction and better transmission of instruction.

Purpose Due to the autonomous nature of e-learning, learner control options should be provided to allow students to be more selective of content based on learning needs. Maintaining students’ situational interest should also be a goal in e-learning, as research shows that doing so leads to a greater chance of success. The purpose of this paper is to investigate the relationship between learner control and maintained situational interest in hopes of promoting better engagement through content selection based on learning needs. Design/methodology/approach This study analyzed survey responses from university students (n = 2,173) participating in a variety of massive online courses in South Korea to investigate the correlation between system-provided learner control and maintained situational interest. Additionally, the correlation between learner control and maintained situational interest was examined among demographic subsets including gender, age and grade level. Findings Results show a positive relationship between learner control and maintained situational interest, as well as a positive relationship between learner control and maintained situational interest among each demographic subset. Originality/value These results add to the current literature by promoting a practical way of maintaining students’ situational interest by providing them with the ability to control aspects of their own learning processes.

Aim/Purpose: Extant research provides conflicting information regarding the role that lecture behaviors play within e-learning lectures. This study sought to understand what role motivation plays in increasing the likelihood that students engage in lecture behaviors in general, and how motivation affects the differing types of lecture behaviors. Background: The growth of online learning has increased the importance of video lectures as a means of delivering content. As with offline lectures, students may find it useful to adapt and change the way they interact with lectures to improve their learning. One possible approach that allows students to effectively manage any challenges they have in understanding a lesson is to initiate lecture behaviors to alter the flow of information. Methodology: In the present study, a survey was administered to cyber university students (n = 2434) in order to examine at the relationship between intrinsic goal orientation (a type of motivation) and levels of lecture behaviors. Contribution: This research fills an important gap by showing the effects that motivation can have on how students interact with video lectures and suggests the ways in which students engaging in specific lecture behaviors do so in order to gain a better understanding of the content. As lecture behaviors are an important part of how students are interacting with this important and new method of teaching, it is important to understand which characteristics make students more likely to engage in lecture behaviors. Findings: Students who have higher levels of motivation are more likely to engage in lecture behaviors. These lecture behaviors may include splitting attention between media sources, pausing the video lecture, rewatching parts of the video lecture, and diverting attention to obtain better audio or visual clarity. Recommendations for Practitioners: Instead of just tracking students’ viewing progress on each course lecture video, instructors should further endeavor to measure their students’ use lecture behaviors in relation to online course lecture content. Doing so can provide valuable insight into students’ level of engagement with course lecture materials and overall levels of intrinsic goal orientation. Recommendation for Researchers: Researchers need to start factoring in how student characteristics interact with instructional engagement when investigating online learning. Impact on Society: Improvement in our understanding of online learning helps improve the quality of instruction, which provides a net gain for society. Future Research: This paper is a broad overview using a survey, so future research should focus on a more detailed analysis of lecture behaviors, possibly using controlled experiments.

As student creativity is increasingly emphasized in English as a Foreign Language education, it is necessary to consider instructional techniques to encourage it. This study examines the effectiveness of two instructional techniques on creative writing performance of English as a Foreign Language students in a South Korean university. These techniques are variations of brainstorming known as mind mapping and SCAMPER. Survey data from the participants ( n = 39) were analysed to determine which technique resulted in higher levels of perceived creative output (essays). Additionally, a creativity rubric was developed and used to assign analytic scores to the essays to examine the relative benefits of the two techniques for high and low creative ability students. Results show that SCAMPER produced statistically significantly higher levels of perceived creative output. The essays written using SCAMPER generally received higher creativity scores than those written using mind mapping, though this difference was not statistically significant. Finally, results suggest that both techniques may help to narrow the performance gap between high and low creative ability students.

Purpose Because student viewership of video lectures serves as an important aspect of e-learning environments, video lectures should be delivered in a way that enhances the learning experience. The delivery of video lectures through diverse forms of media is a useful approach, which may have an effect on student learning, satisfaction, engagement and interest (LSEI), as well as future behavioral intentions (FBI). Furthermore, research has shown the value that LSEI has on learner achievement within online courses, as well as its value in regards to student intention to continue learning in such courses. The purpose of this study is to investigate the relationships between media diversity, LSEI and FBI in hopes of enhancing the e-learning experience. Design/methodology/approach This study surveyed a group of students (n = 88) who participated in cyber university classes in South Korea to investigate the correlations between media diversity and lecture viewership, effects of lecture viewership on LSEI and FBI, effects of media diversity on LSEI and FBI as well as the correlation between LSEI and FBI. Findings Results show no relationship between media diversity and viewership. Both lecture viewership and media diversity were positively correlated with LSEI. However, neither media diversity nor viewership was positively correlated with FBI. Finally, LSEI was positively correlated with FBI. Originality/value This paper looks at how video lectures affect LSEI. Past research has generally looked at learning, satisfaction, engagement and interest as separate entities that are affected by instructional aspects of online learning. Because of their interrelationships with each other, this study combines them as one construct, making a stronger case for their combined association.

Media diversity within video lectures has been shown to have an effect on students who participate in both flipped classes as well as online courses. While some research claims that content delivered through multiple sources leads to more learning, contrasting research makes the claim that too much media hinders cognitive processing. The present study investigated the effects of varying levels of instructional media delivered to students (n=110) within a flipped scientific writing course to investigate the relationship between higher levels of media diversity and student performance. Results showed that more diversity led to lower levels of performance. It was also found that higher levels of media diversity correlated with higher levels of students’ scanning between different forms of media, possibly contributing to the lower levels of performance. The implications of these results provide insight into the optimal level of media diversity, and on student behavior that can affect learning.

Semi-formal learning is used to describe learning that is directed towards the goals of a formal learning institution but outside of the learning structure of a specific class. Students studying online may form semi-formal groups to increase their knowledge of the content by interacting with other learners taking the same class. This study of cyber university students (n = 2042) involved looking at the relationship between semi-formal learning groups and levels of germane load. Furthermore, this study sought to understand what role group work plays in moderating the relationship between motivation and germane load. This study found that highly motivated students had higher levels of germane load, and that group work negatively moderated that relationship. In other words, while all students benefited from group work, students with lower levels of motivation benefited more than students with high levels of motivation. This research fills an important gap by showing the value this type of group work can have for all learners, particularly those who may otherwise struggle.

An important aspect of MOOCs is the way students interact with video lectures. Instruction provided through video lectures should focus on ways to increase germane cognitive load, which directly contributes to learning. One approach that may lead to an increase of germane load may be to use video lectures with diverse forms of media, including both auditory and visual aspects of multimedia. This study surveyed a group of students (n = 1602) who participated in MOOC-like courses in South Korea to investigate the relationship between delivery diversity and germane cognitive load. Additionally, the relationships between individual indicators of both audio and visual aspects of multimedia and germane load were examined. Results show a positive relationship between diverse media delivery (auditory, visual, and total media) and germane cognitive load. The implication of these results are important for instructors who wish to promote a better understanding of e-learning materials through the delivery of content by using diverse forms of media.

Online instructors need to avoid unclear and confusing explanations of content, which can reduce the quality of learning. Extraneous load is reflective of poor instruction, in that it directs student effort towards processing information that does not contribute to learning. However, students may be able to manage poor instruction through effort regulation. Students who show high levels of effort have been shown to overcome poor instruction in some cases. This study analyzed survey responses from South Korean university students studying online (n = 1,575) to examine the relationship between self-regulated effort and germane load within varying extraneous load conditions. The experimental design separated extraneous load responses into three conditions (low, medium, high). Within each extraneous load condition, self-regulated effort responses were also separated (low, medium, high). The results showed that as extraneous load increased, self-regulated effort had a weaker relationship with germane load. It was also found that the use of effort regulation is effective only when dealing with low and mid-level extraneous load situations and that use of such strategies within high extraneous load situations was not effective. These results show the importance of improving instruction to reduce extraneous cognitive load, in that, not even high levels of effort can overcome poor quality instruction.

Aim/Purpose: The number of students enrolled in online courses that use video lectures is on the rise. However, research shows that the number of students watching video lectures is low, and the number watching videos to completion is even lower. Background: This paper seeks to understand this problem by looking for correlations between instructional design and student engagement with video lectures. Methodology: Students at a cyber-university in South Korea (n=1801) were surveyed on their perception of the instructional design used in the courses they took and their engagement with online video lectures. Contribution: This paper contributes to the body of knowledge by demonstrating positive correlations between instructional design, watching, and finishing video lectures. Findings: While most other research has found low levels of online lecture viewership, this paper found significantly higher numbers watching and finishing videos. Other major findings of the paper are that five key elements of instructional design for online learning environments (designing methods, setting the curriculum, establishing time parameters, establishing netiquette, and utilizing the medium effectively) all correlated positively with students watching and finishing video lectures. Recommendations for Practitioners : Based on findings in this paper, it is recommended that practitioners consider taking actions when designing their instruction for online courses. These include batching their video lectures together by topic, devoting greater resources to helping students utilize the medium, and communicate time parameters in a way that encourages students to view video lectures in a timely manner. Recommendation for Researchers: As the watching of video lectures in this study was mandatory for learners, an interesting area of further research would be to examine whether that decision led to higher numbers of students watching them. Future Research: It is important for researchers to conduct further research into the interplay between ways instructors can design their instruction in order to encourage learners to better experience online learning.