Using Google Analytics to Understand Online Learning: A Case Study of a Graduate-Level Online Course

2015 ◽  
Author(s):  
Heng Luo ◽  
Stevie Rocco ◽  
Carl Schaad
Keyword(s):  
Online Learning ◽  
Online Course ◽  
Graduate Level

Collaborative Learning in Small Groups in an Online Course – A Case Study

2021 ◽  
Author(s):  
Mildrid Haugland ◽  
Katrine Aasekjaer ◽  
Ivar Rosenberg
Keyword(s):  
Online Learning ◽  
Collaborative Learning ◽  
Focus Group ◽  
Individual Responsibility ◽  
Online Course ◽  
Master's Level ◽  
Pedagogical Approach ◽  
Working Processes ◽  
Flexible Organization

Abstract Background: The ability to learn collaboratively and work in teams is an essential competency in both educational and healthcare settings, and collaborative student activities are acknowledged as being an important part of the pedagogical approach in higher education and teaching. The course that was the focus of this research, a 15-ECTS-credit online course in the philosophy of science and methods, was offered online as part of 11 master’s-level health programmes at a university in Norway. Collaborative learning in combination with digital teaching tools, was the preferred pedagogical approach in the online course. The aim of the study was to explore, describe and discuss factors influencing small group learning in this online course.Methods: We performed a qualitative case study, collecting data through both individual and focus group interviews between February 2018 and May 2019 of master’s-level students who had participated in the online course. We performed six focus-group and 13 individual interviews, and a total of 30 master’s students participated in the study. Data were analysed using content analysis.Results: The results showed that three different processes were used to facilitate completion of students’ course assignments and learning outcomes. These three working processes were not dynamic, with different groups changing working processes throughout the course, but static and constant. The names of the different working processes reflect the main characteristics of each one: 1. joint responsibility – flexible organization; 2. individual responsibility – flexible organization; and 3. individual responsibility – unorganized.Conclusions: Planning online learning requires a focus on how students collaborate and learn online, so that they can gain in-depth knowledge and understanding. This study shows that even if contextual factors are the same (e.g., group size, relevant assignments, and student autonomy in terms of group organization), the way in which students collaborate and work together differs. Although the identified working processes promoted collaboration and learning, the first process (joint responsibility, with flexible organization) was the only working process found to promote in-depth learning. Future online teaching might require an even stronger focus on students’ internal motivation for learning and the importance of teacher presence and teachers’ ability to facilitate online learning.

scholarly journals Understanding Learner Behaviour in Online Courses through Learning Analytics

2021 ◽  
pp. 381-390
Author(s):  
D. Thammi Raju ◽  
G. R. K. Murthy ◽  
S. B. Khade ◽  
B. Padmaja ◽  
B. S. Yashavanth ◽  
...  
Keyword(s):  
Online Learning ◽  
Learning Analytics ◽  
Online Courses ◽  
Learning Experience ◽  
Training Needs ◽  
Online Course ◽  
Quality Of Education ◽  
Time Data

Building an effective online course requires an understanding of learning analytics. The study assumes significance in the COVID 19 pandemic situation as there is a sudden surge in online courses. Analysis of the online course using the data generated from the Moodle Learning Management System (LMS), Google Forms and Google Analytics was carried out to understand the tenants of an effective online course. About 515 learners participated in the initial pre-training needs & expectations’ survey and 472 learners gave feedback at the end, apart from the real-time data generated from LMS and Google Analytics during the course period. This case study analysed online learning behaviour and the supporting learning environment and suggest critical factors to be at the centre stage in the design and development of online courses; leads to the improved online learning experience and thus the quality of education. User needs, quality of resources and effectiveness of online courses are equally important in taking further online courses.

Slack: Adopting Social-Networking Platforms for Active Learning

2018 ◽  
Vol 51 (01) ◽  
pp. 183-189 ◽  
Author(s):  
Jerald Sabin ◽  
Andrea Olive
Keyword(s):  
Online Learning ◽  
Active Learning ◽  
The United States ◽  
Postsecondary Institutions ◽  
Third Party ◽  
Online Course ◽  
Course Content ◽  
Media Environments ◽  
Pedagogical Goals

ABSTRACT Online learning in postsecondary institutions has increased dramatically across the United States and Canada. Although research demonstrates the benefits of online learning for student success, instructors face challenges in facilitating communication, delivering course content, and navigating outdated and cumbersome technologies. The authors examine the use of a free third-party platform called Slack as a tool to facilitate better communication among students and faculty, enable the delivery of diverse and dynamic course content, and reach students in an online course that supports both independent and collaborative learning. The authors present a case study of Slack’s use in an online second-year environmental politics course taught at a large Canadian public university. There is a significant and growing literature on how to best engage students in online learning, including active and social learning models as promising approaches to digital teaching. The authors argue that using collaborative social technologies such as Slack—which both replicates and integrates the online and social-media environments that students already inhabit—can assist faculty in meeting their pedagogical goals online. The article documents the instructors’ experience in managing discussion and involving students in their online learning through active learning exercises. Best practices are examined.

scholarly journals Visualizing Student Behavior and Performance in an Online Course

2021 ◽  
Author(s):  
Michael J Parker
Keyword(s):  
Online Learning ◽  
Student Behavior ◽  
Online Course ◽  
Course Structure ◽  
Course Material ◽  
Potential Benefits ◽  
And Performance ◽  
The Impact ◽  
The Relationship

Online learning has been an area of tremendous growth in recent years [1], further accelerated by necessity during the coronavirus pandemic [2]. Without the feedback provided by synchronous sessions, however, instructors may lack ongoing insight into students’ progress and performance in fully asynchronous online offerings. Providing greater visibility into students’ online learning behavior has several potential benefits: 1) teachers who seek to provide live sessions that depend on knowledge from asynchronous resources will have a better gauge of students’ preparation; 2) enhanced understanding of the relationship between student pacing and performance can help teachers and researchers characterize the impact of timely engagement with online course material; 3) providing a means of monitoring the effect of changes in course structure or incentives may guide course designers/planners in continuous improvement; and 4) visualizations that illustrate the relationship between students’ course progress and performance have the promise of allowing teachers to take steps early to positively affect students’ outcomes. In this visual case study, visualizations are provided for exploration of the relationship between student progress and performance in an online medicine-related course.

The Burden of Alleviating the Burden During a Pandemic: Emotional literacy as a tool for online course design, adaptation, and evaluation

eLearn ◽  
2021 ◽  
Vol 2021 (4) ◽  
Author(s):  
Petra Robinson ◽  
Maja Stojanović
Keyword(s):  
Online Learning ◽  
Teaching And Learning ◽  
Course Design ◽  
Online Course ◽  
Future Research ◽  
Graduate Level ◽  
Emotional Literacy ◽  
Online Course Design

During the COVID-19 pandemic, most, if not all, courses were shifted to online learning formats. In this article, we share our experiences related to teaching and learning in a completely online, condensed (seven-week) graduate-level course during the fall 2020 semester. More specifically, we discuss the important role of emotional literacy as a mechanism for framing online course design, adaptation, and evaluation. We explore emotional literacy in terms of its necessity in teaching and learning in online contexts during a pandemic, beyond the scope of other obviously important non-traditional literacies, such as technological and informational literacies. To conclude, we offer practical suggestions for online course design, adaptation, and evaluation using emotional literacy as a framework and provide considerations for future research.

scholarly journals The Impact of the Coronavirus Pandemic on Medical Education: A Case Study at a Public University in Romania

2022 ◽  
Vol 14 (1) ◽  
pp. 542
Author(s):  
Kamer-Ainur Aivaz ◽  
Daniel Teodorescu
Keyword(s):  
Online Learning ◽  
Medical Students ◽  
Online Course ◽  
Clinical Experiences ◽  
Convenience Sample ◽  
Course Quality ◽  
Course Content ◽  
Faculty Teaching ◽  
The Impact

The spread of COVID-19 in 2020 forced universities around the world to transfer on-site education to a virtual environment. The main goal of this study was to compare the experiences regarding online learning of students in programs that require clinical experiences with those of students in programs that do not require such experiences. The authors hypothesized that the switch to online instruction has affected medical students more profoundly than other students. Using a convenience sample of students at a Romanian university, the researchers explored differences between the two groups related to technical and personal problems, course quality, and instructional strategies used by faculty. The results indicate that medical students who could not participate in clinical experiences were significantly less satisfied with the transition to online learning than students in other programs. One implication of these results is that faculty teaching in medical schools need to improve in three areas related to online course quality: pedagogy, course content, and course preparation.

Learning Analytics Considered Harmful

2012 ◽  
Vol 16 (3) ◽  
Author(s):  
Laurie P Dringus
Keyword(s):  
Big Data ◽  
Online Learning ◽  
Learning Analytics ◽  
Online Courses ◽  
Research Community ◽  
Current Status ◽  
Online Course ◽  
Full Potential

This essay is written to present a prospective stance on how learning analytics, as a core evaluative approach, must help instructors uncover the important trends and evidence of quality learner data in the online course. A critique is presented of strategic and tactical issues of learning analytics. The approach to the critique is taken through the lens of questioning the current status of applying learning analytics to online courses. The goal of the discussion is twofold: (1) to inform online learning practitioners (e.g., instructors and administrators) of the potential of learning analytics in online courses and (2) to broaden discussion in the research community about the advancement of learning analytics in online learning. In recognizing the full potential of formalizing big data in online coures, the community must address this issue also in the context of the potentially "harmful" application of learning analytics.

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