Recently, machine learning (ML) has evolved and finds its application in higher education (HE) for various data analysis. Studies have shown that such an emerging field in educational technology provides meaningful insights into several dimensions of educational quality. An in-depth analysis of the application of ML could have a positive impact on…

Due to the COVID-19 pandemic, Higher Education Institutions (HEI) replaced regular face-to-face teaching with online teaching and learning. However, the shift caused several academic and social concerns for students, such as lack of academic support, lack of adequate resources to support online teaching, lack of socialization, stress, anxiety, and…

The COVID-19 pandemic has disrupted existing educational systems worldwide. Due to lockdowns in several countries, the educational institutions have been directed by governments to move towards online learning. The challenge for educational institutions and faculty members is to assess the influence of various factors that would enable adoption of…

Set in the context of higher education, this paper focuses on professional development-related challenges faced by teachers and specifically how these difficulties have been exacerbated by the recent Work-From-Home policy. The study investigates how the integration of social media into educators' professional development plans can support tutors…

Universities and companies were not prepared to the changes introduced to limit the spread of COVID-19 in Norway. Universities had to switch to online teaching overnight. There is still uncertainty how measures to control the pandemic will keep affecting universities in the short and middle term. Such measures have consequences on how to carry out…

ICT can address concerns about access and quality of higher education in developing countries like Ethiopia. The crucial role of ICT in education has become more evident than ever during the COVID 19 crisis. Despite its role in addressing educational quality and access issues, evidence about the educational use of ICT in developing countries is…

Higher educational institutes (HEIs) are managing their resources by using learning management systems (LMS) which facilitate the learning processes. This paper aims to develop the relationships among success factors typically found in the technology, as well as the human and organisational aspects using an interpretive structural modelling (ISM)…

Virtual and augmented (VAR) technology is in the early stages of being adopted as a teaching platform in higher education. The technology can facilitate immersive learning in environments that are not usually physically accessible to students via 3D models and interactive 360° videos. To date, adoption rates of VAR technology for teaching have not…

Higher education institutes are continuously exploiting technology to improve the delivery of courses. This paper reviews the use of mobile learning applications in higher education institutes to; i) identify publication trends, ii) types of mobile learning applications used, and iii) categorize the research papers published. The applied method is…

In recent years, there has been an increase in the demand for higher education in Turkey, where the demand, as in most other countries, exceeds what is available. The main purpose of this research is to develop machine learning algorithms for predicting the percentage of student placement based on the data related to the university's academic…

COVID-19 causes a pandemic situation that increased the paid or unpaid responsibilities (home and job) on women and brought significant changes in their lifestyle, resulting in psychological and emotional stress. This paper draws attention to the triple burden on the women during this time when certain roles are supposed to be performed by the…

The advent of Internet heralded the rise of scalable educational technology dubbed as massive open online course (MOOC). Easy to use, access, economical as well as flexible, provide students lot of freedom and the advantage of self-paced learning. Despite all these merits, MOOC adoption is low in the higher educational institutions (HEIs) of…

During the past decades a respectable number and variety of theoretical perspectives and practical approaches have been advanced for studying determinants for prediction and explanation of user's behavior towards acceptance and adoption of educational technology. Aiming to identify the most prominent factors affecting and reliably predicting…

E-learning system success factors identification is of major interest in higher education. Understanding the role of students' aspirations factor affecting the success of the e-learning system is a challenge for most educational institutions. The present study aims to analyze the effects of students' aspirations factors in ensuring the success of…

Ever-changing educational technology brings new challenges and opportunities in higher education. To keep up with the trends of the digital era when technology integration is emphasized as one key feature, university leaders should take technology-related responsibilities on motivating and cooperating with teachers to achieve effective technology…