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The role of social network analysis as a learning analytics tool in online problem based learning
Background
Social network analysis (SNA) might have an unexplored value in the study of interactions in technology-enhanced learning at large and in online (Problem Based Learning) PBL in particular. Using SNA to study students’ positions in information exchange networks, communicational activities, and interactions, we can broaden our understanding of the process of PBL, evaluate the significance of each participant role and learn how interactions can affect academic performance.
The aim of this study was to study how SNA visual and mathematical analysis can be sued to investigate online PBL, furthermore, to see if students’ position and interaction parameters are associated with better performance.
Methods
This study involved 135 students and 15 teachers in 15 PBL groups in the course of “growth and development” at Qassim University. The course uses blended PBL as the teaching method. All interaction data were extracted from the learning management system, analyzed with SNA visual and mathematical techniques on the individual student and group level, centrality measures were calculated, and participants’ roles were mapped. Correlation among variables was performed using the non-parametric Spearman rank correlation test.
Results
The course had 2620 online interactions, mostly from students to students (89%), students to teacher interactions were 4.9%, and teacher to student interactions were 6.15%. Results have shown that SNA visual analysis can precisely map each PBL group and the level of activity within the group as well as outline the interactions among group participants, identify the isolated and the active students (leaders and facilitators) and evaluate the role of the tutor. Statistical analysis has shown that students’ level of activity (outdegree r
s
(133) = 0.27,
p
= 0.01), interaction with tutors (r
s
(133) = 0.22,
p
= 0.02) are positively correlated with academic performance.
Conclusions
Social network analysis is a practical method that can reliably monitor the interactions in an online PBL environment. Using SNA could reveal important information about the course, the group, and individual students. The insights generated by SNA may be useful in the context of learning analytics to help monitor students’ activity.
Journal Article
A systematic literature review on synchronous hybrid learning: gaps identified
More and more higher educational institutions invest in technology-enhanced learning spaces, which raises the question of how these environments can be shaped to be as effective as possible. A specific new learning space is the synchronous hybrid or blended learning environment in which both on-site and remote students can simultaneously attend learning activities. Given that synchronous hybrid learning is relatively new, there are few studies that have investigated its use and effectiveness. This study synthesised the best available evidence worldwide to provide an overview of the state-of-the-art of the current research regarding the benefits, challenges and current design principles to set up synchronous hybrid learning. In line with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, we included 47 studies which were analysed to respond to our research questions. One of the main findings is that existing research suggests cautious optimism about synchronous hybrid learning which creates a more flexible, engaging learning environment compared to fully online or fully on-site instruction. Yet, this new learning space has several challenges which are both pedagogical and technological in nature. To meet these challenges, several design guidelines are formulated. A final conclusion is that most of the existing literature is exploratory and qualitative in nature and has focused mostly on descriptions of students’ experiences, the organisational implementation and the technological design. Empirical studies have only begun to emerge and more research is needed into different pedagogical scenarios and their impact on student outcomes.
Journal Article
Blended Learning Adoption and Implementation in Higher Education: A Theoretical and Systematic Review
Technological innovations such as blended learning (BL) are rapidly changing teaching and learning in higher education, where BL integrates face to face teaching with web based learning. Thus, as polices related to BL increases, it is required to explore the theoretical foundation of BL studies and how BL were adopted and implemented in relation to students, lecturers and administration. However, only fewer studies have focused on exploring the constructs and factors related to BL adoption by considering the students, lecturers and administration concurrently. Likewise, prior research neglects to explore what practices are involved for BL implementation. Accordingly, this study systematically reviews, synthesizes, and provides meta-analysis of 94 BL research articles published from 2004 to 2020 to present the theoretical foundation of BL adoption and implementation in higher education. The main findings of this study present the constructs and factors that influence students, lecturers and administration towards adopting BL in higher education. Moreover, findings suggest that the BL practices to be implemented comprises of face-to-face, activities, information, resources, assessment, and feedback for students and technology, pedagogy, content, and knowledge for lecturers. Besides, the review reveals that the ad hoc, technology acceptance model, information system success model, the unified theory of acceptance and use of technology, and lastly diffusion of innovations theories are the mostly employed theories employed by prior studies to explore BL adoption. Findings from this study has implications for student, lecturers and administrators by providing insights into the theoretical foundation of BL adoption and implementation in higher education.
Journal Article
Thriving as an online K-12 educator : essential practices from the field
\"Thriving as an Online K-12 Educator is the perfect all-in-one guide to taking your K-12 class online. We know, now more than ever, that teachers have not been equally or systematically trained and resourced to make a sudden transition to online or blended instruction. This concise, accessible book collects time-tested strategies and fresh perspectives from experienced educators to help you smooth out even the most abrupt shift to technology-enhanced teaching and learning. With these insights into institutional supports, effective digital tools, equitable practice, social-emotional considerations, and beyond, you will be better prepared than ever to help your students thrive in online and blended learning environments\"-- Provided by publisher.
Book
Innovative pedagogical principles and technological tools capabilities for immersive blended learning: a systematic literature review
Blended learning is widely known for its ability to improve learning, nevertheless little is still known about the best ways of designing effective blended learning environment which can support immersive learning such as greater learning experience and accessibility to education. In this respect, this study investigates the mapping of the principles of three Education 4.0 innovative pedagogies, namely, heutagogy, peeragogy, and cybergogy, with the capabilities of three technological learning tools, that is, Facebook (FB), Learning Management System (LMS), and Blog, via a systematic literature review technique. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were used as the methodology, and the literature was further selected using Gough’s Weight of Evidence criteria, resulting in 59 studies. The results show that cognitive factor is the most linked pedagogical principle to the four main capabilities of technological learning tools, that is, time, self-related, learning task, and learning community-related. This mapping is useful for instructors to plan learning and teaching by choosing the technological learning tools that match with appropriate Education 4.0 pedagogies for optimising the immersive blended learning practices.
Journal Article
Teaching on the education frontier : instructional strategies for online and blended classrooms, grades 5-12
\"A groundbreaking guide to facilitating online and blended coursesThis comprehensive resource offers teachers in grades K-12 a hands-on guide to the rapidly growing field of online and blended teaching. With clear examples and explanations, Kristin Kipp shows how to structure online and blended courses for student engagement, build relationships with online students, facilitate discussion boards, collaborate online, design online assessments, and much more. Shows how to create a successful online or blended classroom Illustrates the essential differences between face-to-face instruction and online teaching Foreword by Susan Patrick of the International Association for K-12 Online Learning This is an essential handbook for learning how to teach online and improve student achievement\"-- Provided by publisher.
Book
Improving teacher professional development for online and blended learning a systematic meta-aggregative review
In order to fully realise the potential of online and blended learning (OBL), teacher professional development (TPD) strategies on how to teach in an online or blended learning environment are needed. While many studies examine the effects of TPD strategies, fewer studies target the specific important components of these strategies. This study addresses that gap by conducting a systematic review of qualitative data consisting of 15 articles on TPD that targets OBL. Using a meta-aggregative approach, six different synthesised findings were identified and integrated into a visual framework of the key components of TPD for OBL. These synthesised findings are the base for the action recommendations which present specific and contextualised suggestions. Taken together, the findings can inform in-service teachers and trainers, together with further research and development efforts that are concerned with TPD for OBL.
Journal Article