During emergency remote teaching (ERT) process, factors affecting the achievement of students have changed. The purposes of this study are to determine the variables that affect the classification of students according to their course achievements in ERT during the pandemic process and to examine the classification performance of machine learning…

Assessment is critical in postsecondary education, as it is at all levels. Assessments are classified into four types: diagnostic, summative, evaluative, and formative. Recent trends in assessment have migrated away from summative to formative evaluations. Formative evaluations help students develop expertise and concentrate their schedules, ease…

The studies in the literature show that all learners may not benefit from hypermedia learning systems in the same way as a result of their individual differences. Learners with different individual characteristic may display different navigational pattern and they may encounter different problems in the hypermedia learning system. The aim of the…

This study analyzed students' online assignment submission behaviors from the perspectives of temporal learning analytics. This study aimed to model the time-dependent changes in the assignment submission behavior of university students by employing various machine learning methods. Precisely, clustering, Markov Chains, and association rule mining…

In this research, the effect of the use of learning analytics (LA) based feedback as a metacognitive tool on the learners' transactional distance and motivation was examined. The research was carried out according to experimental design and was carried out on 81 university students. The students were randomly assigned to the experimental and…

It is significant to immerse tech-savvy English language learners in interactive learning environments in order to maximize their comprehension and verbal communication. This quasi-experimental study set out to elucidate the effect of a learning management system (LMS) on speaking fluency and listening skill development among intermediate…

The purpose of this study was to examine online students' LMS activities and the effect on their engagement, information literacy, and academic performance. The participants of the study were 65 undergraduate students enrolled to an online "Computer Literacy" course. Cluster analysis was performed on the log data gathered from LMS…

Online educational platforms have recently been used to compensate for educational activities that have been interrupted all around the world due to the pandemic during the year 2020. This study was conducted to reveal reflections of e-learning on social studies courses. Among qualitative research designs, the case study method was used. The data…

The purposes of the two studies reported in this research are to adapt and validate the instrument of the Evaluation Framework for Learning Analytics (EFLA) for learners into the Turkish context, and to examine how metacognitive and behavioral factors predict learner performance. Study 1 was conducted with 83 online learners enrolled in a 16-week…

In this study, 59 SSCI-indexed articles published between 2012 and 2017 in the Web of Science database were analyzed by systematic review, identified by the keywords "Learning Management Systems / LMS" in their titles. This study aims to determine the current situation and future trends in using LMSs as one of the tools that are getting…

The aim of this study is to examine students' acceptance of and intention to use Learning Management Systems (LMSs) for university education in Turkey using extended Technology Acceptance Model (e-TAM). TAM has been widely used in various fields of technology acceptance in the last years and is found to be highly useful for the determination of…

The purpose of the study is to examine teachers' experiences of Emergency Remote Education (ERE) during the COVID-19 pandemic. The study was designed in the qualitative approach and as the research method, "phenomenology" was used. The sample of the study consists of 12 teachers selected by the criterion sampling method. The interview…

Aim/Purpose: This study aimed to reveal the effect of the previous Internet-based education (IBE) experiences of the students' readiness, attitude, and self-control/self-management variables towards the e-learning process, and also to determine their opinions. Background: The institutions have made efforts to ensure the continuity of education…

The COVID-19 pandemic, which was effective all over the world in early 2020, has deeply affected educational institutions. As a result, universities in Turkey quickly began their emergency distance education applications. Faculty members are the most important executors of this process. In this respect, the purpose of this study was to examine the…

In the constructivist approach, various self-assessment techniques are being developed to enable students to assess themselves in the learning process. The purpose of the study is to investigate relation between students' preferences in assessment process and students' performances. The study was conducted with 67 sophomore students enrolled in…