Using cognitive strategies overcomes cognitive load in online learning environments

2020 ◽  
Vol 17 (2) ◽  
pp. 215-228
Author(s):  
Jamie Costley

Purpose This study aims to look at the relationship between extraneous cognitive load and germane cognitive load and how the use of cognitive learning strategies might moderate the relationship. Design/methodology/approach This present study used survey data (n = 440) from randomly selected students taking large online classes in South Korea. Findings This research found a negative relationship between extraneous and germane loads. Furthermore, this study found that the use of cognitive strategies moderates this relationship. This shows that the use of cognitive strategies can help overcome unclear instruction and help to produce higher levels of student learning. Originality/value Within online learning environments, the degree to which nonessential information contributes to cognitive overload among learners becomes an important area of investigation, along with the ways in which learning strategies can mitigate some of this overload.

2019 ◽  
Vol 16 (2) ◽  
pp. 172-182
Author(s):  
Jamie Costley

Purpose As online learning has become more prevalent, how learners interact with each other in those learning environments has become more salient. To develop effective levels of interaction, students must feel comfortable to express their ideas and views. For this reason, this paper aims to look at how individual students’ levels of social presence affect germane cognitive load. Germane cognitive load is the amount that students are able to construct schema and can be seen as analogous to learning. Design/methodology/approach This study looks at the results of survey data (n = 433) that investigate the relationship between social presence and germane cognitive load. The students were surveyed from the Open Cyber University of Korea in the fall semester of 2018. Findings The present study found a statistically significant positive relationship between social presence and germane cognitive load. The study found a Spearman’s correlation coefficient of 0.595. Furthermore, the sample was divided into a high, medium and low grouping of social presence. Among these groupings, the high level social presence had the highest level of germane cognitive load, and the low level social presence had the lowest level of germane cognitive load. Originality/value This result shows the importance and value of developing levels of social presence in online environments. Some research has shown relationships between student interaction and learning, but the present study looks directly at social presence and germane cognitive load. From this research, the authors can see the value of encouraging higher levels of social interaction in online learning environments.


2010 ◽  
pp. 439-456
Author(s):  
Lisa Harris

The capacity for online learning environments to provide good quality learning experiences for students has been the focus of speculation and debate in the higher education sector from the late 1990s to the present day. In this area, “quality” has become synonymous with engaging students in a learning community. This chapter reports on a qualitative research project designed to explore the significance of community for students studying online. Using three fundamentally different types of online learning environments as case studies, this research explored the relationship between the constructed online learning environment and the development of learning communities or what the author has termed social learning support networks (SLSN). Exploring the common themes to emerge from these three case studies, this research provides new evidence of the benefit of community for students studying online and argues that future online learning environments should be shaped by five key principles designed to foster a sense of social connection between students.


2020 ◽  
Vol 121 (7/8) ◽  
pp. 695-704 ◽  
Author(s):  
Carmelo Presicce ◽  
Rupal Jain ◽  
Carolina Rodeghiero ◽  
Lily E. Gabaree ◽  
Natalie Rusk

Purpose Many educators currently face challenges when trying to engage students in creative learning experiences online, where it can be particularly difficult to move beyond the transmissive approach typical of video lessons and webinars. The purpose of this paper is to present WeScratch, online workshops designed as welcoming, playful and peer-supported spaces where educators can experience first-hand an alternative approach to learning online, as they actively learn to create projects using the Scratch programming language. Design/methodology/approach The WeScratch experience is designed as a hands-on, creative online workshop where participants spend most of their time making projects while they share ideas with peers. The authors describe the structure, platform, facilitation and activities of WeScratch workshops, highlighting the main design choices and their underlying motivations. Findings This study discusses how this environment has engaged educators from around the world to experiment with Scratch in a playful way. The authors give examples of how educators have described the value of the experience, both as learners developing their skills and as designers developing similar learning experiences for their students. Originality/value WeScratch provides a model for how to design online learning environments to be more inclusive, playful and collaborative. Although WeScratch workshops are designed to support learning to create with code, the authors see the wider potential for applying this approach to other online learning environments to broaden participation, build connection and expand creative expression.


Author(s):  
Benjamin Kehrwald

This article discusses the relationship between social presence and subjectivity in online learning environments. Drawing from views of subjectivity synthesised by de Sousa and an exploratory study into online social presence (by Kehrwald), the presentation identifies the links between various forms of subjectivity and the operation of social presence. The conclusions highlight the benefits of explicitly associating subjectivity with social presence in online learning and some of the key implications for online learning practice.


2019 ◽  
Vol 37 (1/2) ◽  
pp. 33-45
Author(s):  
Ricardo Montelongo ◽  
Paul William Eaton

PurposeThe purpose of this paper is to examine the online pedagogical practices and technological tools that influenced the attainment of skills and knowledge associated with professional multicultural competence in a graduate student online course focused on social justice and inclusion.Design/methodology/approachThis qualitative case study includes a total of ten student participants. Two theoretical orientations guide the study. Mishra and Koehler’s (2006) model of technological pedagogical content knowledge is provided to understand the reciprocal relationship between content, pedagogy, knowledge and technology in online learning environments. Critical digital pedagogy (Morris and Stommel, 2018) provides insights into challenging the neutrality of technological tools and focuses on relational capacities of online learning environments. Initial coding by each researcher was reduced to thematic codes focused on technological tools, course content delivery, asynchronous and synchronous pedagogical strategies.FindingsData analysis revealed technological tools such as discussion boards, video, video conferencing and synchronous opportunities influence student engagement and learning. Further, findings reveal that the nature of online education itself – specifically asynchronocity – functions as both a distraction and possibility for online learning in multicultural education courses. Students in this study revealed the value of opportunities to engage synchronously in online learning environments. Instruction without such opportunities was disadvantageous to the learning of skills and knowledge associated with multicultural competence.Research limitations/implicationsThe study is not generalizable to the experiences of all online students and only provides a small cross-section of online graduate students enrolled in a required diversity course at one institution.Originality/valueThere is a dearth of research focused on teaching courses in diversity, equity, social justice and inclusion in fully online environments, a gap this study begins to fill. The study also enhances the authors’ understanding of graduate student education.


Author(s):  
Jianhui Yu ◽  
Changqin Huang ◽  
Zhongmei Han ◽  
Tao He ◽  
Ming Li

Learning persistence is a critical element for successful online learning. The evidence provided by psychologists and educators has shown that students’ interaction (student-student (SS) interaction, student-instructor (SI) interaction, and student-content (SC) interaction) significantly affects their learning persistence, which is also related to their academic emotions. However, few studies explore the relations among students’ interaction, academic emotions and learning persistence in online learning environments. Furthermore, no research has focused on multi-dimensional students’ interaction and specific academic emotions. Based on person-environment interaction model and transactional distance theory, this study investigates the relationship between students’ interaction and learning persistence from the perspective of moderation and mediation of academic emotions including enjoyment, boredom, and anxiety. Data were collected from 339 students who had online learning experience in China. AMOS 22.0 (IBM, Armonk, NY, USA) and SPSS 22.0 (IBM, Armonk, NY, USA) were employed to analyze the mediating and moderating effects of academic emotions, respectively. The results revealed that students’ interaction and academic emotions directly related to learning persistence. Specifically, enjoyment, anxiety and boredom had significant mediating and moderating effects on the relationship between students’ interaction and learning persistence. Based on these findings, we further discussed the theoretical and practical implications on how to facilitate students’ learning persistence in online learning environments.


2019 ◽  
Vol 11 (4) ◽  
pp. 814-827 ◽  
Author(s):  
Katie Goeman ◽  
Nick Deschacht

Purpose Though different claims are made in the literature with regard to learning approach differences between mature and non-mature university students, the issue seems to bare detailed study. The purpose of this paper is to report about an investigation of mature and non-mature university students’ learning strategies. The authors examine the relationship between age and learning strategy, and assess to what extent this relationship is mediated by individual and contextual factors. Design/methodology/approach Using original survey data on 448 university students enroled in Social Sciences programmes in Belgium, this paper examines the relationship between age and learning strategy and assesses to what extent this relationship is mediated by individual and contextual factors. Findings The results of the multinomial logistic regression show significant differences in learning strategies between both groups of learners. The analyses suggest that mature students are 15.3 percentage points more likely than regular students to adopt a navigator learning strategy. The navigator strategy develops in a non-linear way between the ages 30 and 37. Moreover, only a small part of the learning strategies of mature learners can be explained by mediating factors, with the job involvement playing a particular role. Research limitations/implications This study contributes to the body of knowledge concerning the assessment and classification of learning strategies, including a focus on mediators affecting such strategies. The results are confined to only two higher education (HE) institutions. Furthermore, there may be a non-response bias; it is plausible that we miss among the respondents a particular type of mature students such as those that do not like to participate or those that have dropped out of their master’s programme. By means of larger, random samples in future research we should verify this study’s conclusions. This study did not include motivation as a variable. However, it might also explain why mature and non-mature students’ learning approaches differ. Further research could entangle motivational components in relation to learners’ studying approaches. Practical implications The research results contribute to our understanding to what extent mature and non-mature students’ learning strategies differ and which mediators are prevalent in explaining these differences. It helps to understand how universities can create a supportive academic environment for mature learners. Social implications The authors found significant differences with regard to learning strategies between mature and non-mature university students. Furthermore, having a professional occupation plays a mediating role in explaining learning strategy differences. The study raises the issue of learner-centred HE, with considerations about differentiated designs of learning environments, programmes and support services targeting students of different ages. By integrating the Assessing the Learning Strategies of Adults instrument, instructional designers can identify learning strategies and take appropriate action to accommodate learners. Additionally, awareness of one’s own learning strategy strengthens mature students’ decision making in self-directed learning environments. In that respect, the authors note also that higher pedagogical flexibility, i.e. more varied educational formats, tracks and study arrangements, ensures adult learners’ access, persistence and retention in HE. Originality/value Previous studies suggest that student learning approaches are distinguishable, but did not yet focus on differences between non-mature and mature students. As the authors include graduate students in this study, the focus is on a group which has not been studied previously.


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