Understanding People Analytics Adoption to Support Higher Education Competitive Advantages: A Literature Review

SW Prasetyaningtyas, A Rohman… - … Conference on ICT …, 2022 - ieeexplore.ieee.org
This study expects to systemically review the current investigations on the relationship of
people analytics adoption to support higher education's competitive advantage. Through a …

Learning analytics and tech-tools: Insights of the practical implications for stakeholders' perspectives

MM Mahmud, NFM Ramli, SF Zakaria… - … Journal of Asian …, 2023 - ideas.repec.org
The aim of the current study is to perform a systematic review of the literature to determine
how learning analytics and technological tools used in education relate to one another. The …

The mediating role of learning analytics to improve student academic performance

S Kosasi, U Kasma, IDAE Yuliani - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Recent indicators of the success of every college graduate still refer to the cumulative
academic achievement index. The era of disruption of the digitalization of education has …

Status of learning analytics in Asia: Perspectives of higher education stakeholders

KC LI, CJ YE, BTM WONG - … Conference, ICTE 2018, Hong Kong, China …, 2018 - Springer
Despite the growing popularity of learning analytics in higher education, its development
status in Asia was barely studied. This paper reports a study on the development of learning …

The educational value of artificial intelligence in higher education: a ten-year systematic literature review

A Marengo, A Pagano, K Soomro, J Pange - 2023 - preprints.org
With the emergence of artificial intelligence (AI), many aspects of our lives, from how we
work to how we interact with each other and the world around us is showing dramatic …

Supporting higher education students through analytics systems

D Ifenthaler - Journal of Applied Research in Higher Education, 2020 - emerald.com
Learning analytics and (big) data in higher education are emerging topics, however,
empirical evidence as well as organisation-wide implementation are still scare (Ifenthaler …

A systematic literature review on benefits, challenges, and policy on implementation of learning analytics at higher education institutions

MK Čalopa, P Vondra, IĐ Kokotec - ICERI2021 Proceedings, 2021 - library.iated.org
Higher education institutions (HEIs) require strategies for the use of emergent technologies
such as learning analytics (LA) which could bring the changes in the educational process …

A systematic overview of learning analytics in higher education

L Zhong - Journal of Educational Technology Development and …, 2015 - aquila.usm.edu
Learning analytics has been an emerging trend in education especially in higher education.
This study aims to provide a comprehensive understanding of learning analytics in higher …

[PDF][PDF] Higher education stakeholders' views on learning analytics policy recommendations for supporting study success

D Ifenthaler, JYK Yau - International Journal of …, 2019 - madoc.bib.uni-mannheim.de
Learning analytics show promise to support study success in higher education. Hence, they
are increasingly adopted in higher education institutions. This study examines higher …

Developing a learning analytics intervention in e-learning to enhance students' learning performance: A case study

SN Kew, Z Tasir - Education and Information Technologies, 2022 - Springer
Abstract The emergence of Learning Analytics has brought benefits to the educational field,
as it can be used to analyse authentic data from students to identify the problems …