Evaluation of learning management systems using interval valued intuitionistic fuzzy-z numbers

The use of online education tools has increased rapidly with the transition to distance education caused by the pandemic. The obligation to carry out all activities of face-to-face education online made it very important for the tools used in distance education to meet the increasing needs. In line with these needs, radical changes have occurred in the learning management systems used in distance education. Therefore, in this study, it is aimed to determine the features that the systems used in distance education should have and to compare the existing systems according to these features. For this purpose, a novel fuzzy extension, interval valued intuitionistic fuzzy Z-numbers, is defined for modeling uncertainty, and AHP and WASPAS methods using proposed fuzzy numbers are developed to determine the importance of decision criteria and compare alternatives.WOS:0010834495000112-s2.0-85173691458Emerging Sources Citation IndexArticleUluslararası işbirliği ile yapılmayan - HAYIRKasım2023YÖK - 2022-23Eki

The relationship between instructor course participation, student participation, and student performance in online courses

Online learning has become ubiquitous with higher education and has catalyzed many changes in teaching and learning, particularly in academic technology. However, foundational frameworks for supporting learning in a virtual environment argue that learners need very similar, if not more, instructional engagement and support as the traditional classroom. Moore’s (1989) three types of interaction and Garrison & Akyol’s (2013) community of inquiry theoretical framework opine the importance of social engagement on the part of instructors and students in the online classroom, further asserting that learner-to-instructor interactions are essential to supporting student satisfaction and learning. Nevertheless, there are few studies, particularly quantitative studies, that examine the relationship between instructor participation in online courses and student participation and achievement. This study analyzed the relationship between select forms of instructor participation, including course announcements and discussion board posts, and student participation and achievement, represented by student course accesses, clicks within a course, time in a course, discussion board posts, and final course grade. The researcher utilized data available in the learning management system (LMS) log files from over 500 online master’s degree courses delivered at a private nonprofit university in the Northwest United States. The results of the multiple regression and multivariate analysis of variance (MANOVA) analyses on the data from the logs showed significant relationships between instructor participation and student participation as well as student participation and achievement within an online course. No significant relationship was identified between instructor participation and student achievement. Potential explanations for this discrepancy and opportunities for future research are also discussed

Learning networks and moodle use in online courses: a social network analysis study

Dissertação para obtenção do Grau de Doutor em Ciências da Educação Especialidade em Tecnologias, Redes e Multimédia na Educação e FormaçãoThis research presents a case study on the interactions between the participants of the forums of four online undergraduate courses from the perspective of social network analysis (SNA). Due to lack of studies on social networks in online learning environments in higher education in Portugal we have choose a qualitative structural analysis to address this phenomenon. The context of this work was given by the new experiences in distance education (DE) that many institutions have been making. Those experiences are a function of the changes in educational paradigms and due to a wider adoption of Information and Communication Technologies (ICT) from schools as well as to the competitive market. Among the technologies adopted by universities are the Learning Management Systems (LMSs) that allow recording, storing and using large amounts of relational data about their users and that can be accessed through Webtracking. We have used this information to construct matrices that allowed the SNA. In order to deepen knowledge about the four online courses we were studying we have also collect data with questionnaires and interviews and we did a content analysis to the participations in the forums. The three main sources of data collection led us to three types of analysis: SNA, statistical analysis and content analysis. These types of analysis allowed, in turn, a three-dimensional study on the use of the LMS: 1) the relational dimension through the study of forums networks and patterns of interaction among participants in those networks, 2) the dimension relative to the process of teaching and learning through content analysis of the interviews; 3) and finally the dimension related to the participants' perceptions about the use of LMS for educational purposes and as a platform for creating social networks through the analysis of questionnaires.With the results obtained we carried out a comparative study between the four courses and tried to present a reflection on the Online Project of the University as well as possible causes that led to what was observed. We have finished with a proposal of a framework for studying the relational aspects of online learning networks aimed at possible future research in this area

Using Learning Analytics to Predict Academic Outcomes of First-year Students in Higher Education

49 PagesThis annotated bibliography explores scholarly literature published between 2010 and 2016 that addresses the analysis of student-generated data, called learning analytics (Fiaidhi, 2014), with the intention of providing early intervention to promote better academic outcomes. It provides information to higher-education instructors and administrators who are interested in learning about (a) reducing attrition of first year students, (b) when the application of learning analytics produces the best results, and (c) predicting academic outcomes using learning analytics

The development and evaluation of an online master's module using an open-source software package

This study reports on the development, implementation and evaluation of an online master’s module called Management Information Systems in Education, in the specialization phase in the master’s course in Administration and Management in Education. The pedagogical and practical issues that have to be addressed when teaching with a Learning Management System (LMS) were explored during the evaluation process of the online environment. It was conducted in the form of a design experiment. The online module was built using Moodle software and the study was undertaken at the Faculty of Education of the Eduardo Mondlane University in Mozambique. An evaluation questionnaire with open-ended questions was developed to evaluate the online component of the module. The questionnaires were completed by a sample of seven adult students who were registered for the optional module and their lecturer. Observations on the Moodle site were also conducted. An adaptation of Cronjé’s (2006) model of the four quadrants of teaching and learning was used to develop the conceptual framework. An interpretive analysis of the data plotted the answers to the research questions on the adapted Cronjé model. The findings indicate that the use of an online module designed and delivered through Moodle is recommended because it can be accessed at any time and at any place; it provides the opportunity to collaborate with others virtually; it provides an opportunity to learn more; it is an easy way to study; it is a useful educational package that can be adopted by teachers to supplement the teaching and learning process in schools; it assists in solving many problems related to information management at work; it helps in diversifying the learning activities; and it improves communication possibilities.Dissertation (MEd (Computer-Integrated Education))--University of Pretoria, 2008.Curriculum StudiesMEdunrestricte

Exploring the Phenomenon of Secondary Teachers Integrating the LMS Canvas in a Blended-Learning Course

Online learning has become fully ingrained within the educational environment and extensive LMS use in higher education settings is challenging secondary education institutions to keep pace with the growing trend to offer LMS resources to their teachers and students; however, schools that have chosen to implement an LMS face multiple challenges in motivating teachers and students to accept and integrate the new technology into their course curriculum. The purpose of this phenomenological study was to investigate teachers’ experiences integrating the LMS Canvas within a blended-learning course in a rural high school district located in the Southeastern United States. The study integrated the theoretical frameworks of the unified theory of acceptance and use of technology (UTAUT) and technological pedagogical content knowledge (TPACK) and draws primarily from a postpositivism framework. The study sought to understand teachers’ motivational and attitude factors for integrating the LMS Canvas into their blended-learning course and involved: distributing a questionnaire for descriptive purposes, conducting individual and focus group interviews, and evaluating course materials. Qualitative data analysis was conducted using NVivo, and coding was utilized to develop an interpretation of the phenomenon. Based on data analysis, four themes developed: (1) motivation and attitude, (2) training and technology support, (3) teaching effectiveness, and (4) student benefits, which along with their related categories, supported the central research question and subsequent sub-research questions. In the final analysis process, in which the essence of the phenomenon is formulated, a central concept for why teachers use Canvas was reduced to adaptability

E-Learning

E-learning enables students to pace their studies according to their needs, making learning accessible to (1) people who do not have enough free time for studying - they can program their lessons according to their available schedule; (2) those far from a school (geographical issues), or the ones unable to attend classes due to some physical or medical restriction. Therefore, cultural, geographical and physical obstructions can be removed, making it possible for students to select their path and time for the learning course. Students are then allowed to choose the main objectives they are suitable to fulfill. This book regards E-learning challenges, opening a way to understand and discuss questions related to long-distance and lifelong learning, E-learning for people with special needs and, lastly, presenting case study about the relationship between the quality of interaction and the quality of learning achieved in experiences of E-learning formation

Innovation in aquaculture teaching and learning

This report has been prepared by the Workpackage 5 working group on innovation in learning. It aims to summarise the main findings of the group, and serve as an introduction to the topic for teachers and learners in aquaculture and aquatic resources management. The main focus of the group is the use of Information and Communications Technologies (ICT) in teaching and learning. The increasing power of computers and particularly their interconnections through the Internet, is changing the social and economic landscape and presenting new opportunities and challenges for learners, educators and academic institutions. This document has been developed from presentations and discussions between the group members. It aims to identify the key technologies and trends affecting higher education in Europe and potential responses by the aquaculture and aquatic resource community. The aim is to briefly introduce key themes, technologies and state of the art. Most of the topics can be explored in much greater detail through the Internet links that are provided at the end of each section