A systematic review on educational data mining

A Dutt, MA Ismail, T Herawan - Ieee Access, 2017 - ieeexplore.ieee.org
Presently, educational institutions compile and store huge volumes of data, such as student
enrolment and attendance records, as well as their examination results. Mining such data …

A review of technological pedagogical content knowledge

CS Chai, JHL Koh, CC Tsai - Journal of Educational Technology & Society, 2013 - JSTOR
This paper reviews 74 journal papers that investigate ICT integration from the framework of
technological pedagogical content knowledge (TPACK). The TPACK framework is an …

Generation Z undergraduate students' resilience during the COVID-19 pandemic: a qualitative study

WHD Ang, S Shorey, V Lopez, HSJ Chew, Y Lau - Current Psychology, 2022 - Springer
Resilience has been documented as an essential component in managing stress. However,
understanding how undergraduate students with different sociodemographic characteristics …

Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success

D Gašević, S Dawson, T Rogers, D Gasevic - The Internet and Higher …, 2016 - Elsevier
This study examined the extent to which instructional conditions influence the prediction of
academic success in nine undergraduate courses offered in a blended learning model (n …

Identifying consistent patterns of quality learning discussions in blended learning

F Han, RA Ellis - The internet and higher education, 2019 - Elsevier
Adopting relational perspectives on university student learning, this research identified
patterns of varying quality of learning through blended discussions. It investigated …

Too much face and not enough books: The relationship between multiple indices of Facebook use and academic performance

R Junco - Computers in human behavior, 2012 - Elsevier
Because of the social media platform's widespread adoption by college students, there is a
great deal of interest in how Facebook use is related to academic performance. A small …

A thematic analysis of the most highly cited scholarship in the first decade of blended learning research

LR Halverson, CR Graham, KJ Spring… - The internet and higher …, 2014 - Elsevier
Blended learning, which combines face-to-face and online learning modalities, is a
heterogeneous and steadily developing area of design and inquiry. With the expansion and …

Detecting learning strategies with analytics: Links with self-reported measures and academic performance

D Gasevic, J Jovanovic, A Pardo… - Journal of Learning …, 2017 - research.ed.ac.uk
The use of analytic methods for extracting learning strategies from trace data has attracted
considerable attention in the literature. However, there is a paucity of research examining …

Analytics of communities of inquiry: Effects of learning technology use on cognitive presence in asynchronous online discussions

V Kovanović, D Gašević, S Joksimović, M Hatala… - The Internet and Higher …, 2015 - Elsevier
This paper describes a study that looked at the effects of different technology-use profiles on
educational experience within communities of inquiry, and how they are related to the …

Perceived fit and satisfaction on web learning performance: IS continuance intention and task-technology fit perspectives

WS Lin - International Journal of Human-Computer Studies, 2012 - Elsevier
Virtual learning system (VLS) is an information system that facilitates e-learning have been
widely implemented by higher education institutions to support face-to-face teaching and …