Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective.

MA Ashaari, KSD Singh, GA Abbasi, A Amran… - … Forecasting and Social …, 2021 - Elsevier
Despite the growing interest towards big data within higher education institutions (HEI),
research on big data analytics capability within the HEI context is somewhat limited. This …

[HTML][HTML] What drives the adoption of data analytics at Australian university libraries in the perspective of UTAUT2?

P Roy - The Journal of Academic Librarianship, 2024 - Elsevier
This study investigates the adoption of data analytics in Australian university libraries from
the UTAUT2 perspective, focusing on the factors that influence library professionals' …

Towards a Comprehensive Framework for Big Data in Higher Education

TO Ahmed - 2024 9th International Conference on Big Data …, 2024 - ieeexplore.ieee.org
Big data and big data analytics have been used in various types of businesses and
organizations. Higher education institutions (HEIs) produce and process large amounts of …

Transforming higher education libraries with data analytics, business intelligence, and business analytics: A review

P Roy - Journal of Librarianship and Information Science, 2025 - journals.sagepub.com
This pioneering literature review represents a seminal moment in the field, providing the first
exhaustive and systematic exploration of the contemporary conceptualisations of data …

Big data analytics framework for effective higher education Institutions

G Matto - Tanzania Journal of Engineering and Technology, 2022 - ajol.info
There has been an increased dependency on Information and Communication
Technologies (ICTs) in undertaking various activities in Higher Education Institutions (HEIs) …

Research on the sustainable development of new media physical teaching: big data analysis of the relevance of language expression ability

L Chen - Interactive Learning Environments, 2024 - Taylor & Francis
Through the sports group teaching of school students, this paper uses the evaluation
method to construct the ability evaluation model, collects the changes of language ability …

The role of big data analytics capability in the telecommunication sector of Pakistan: the chain mediating effect of data integration capability and data-driven decision …

MU Khan, I Fatima - Quality & Quantity, 2024 - Springer
The current study aimed to explain the effect of big data analytics capabilities on firm
performance in the telecommunication sector of Pakistan. The proposed research model …

Optimizing adult learner success: Applying random forest classifier in higher education predictive analytics

E Barnes, J Hutson, K Perry - International …, 2024 - digitalcommons.lindenwood.edu
This study examines the application of the Random Forest Classifier (RF) model in
predicting academic success among adult learners in higher education. It focuses on …

[PDF][PDF] Research on Analysis of Chinese University Students' Learning Behaviors and Learning Outcomes through Big Data Mining Visual Portrait as an Intermediary …

T Zhang, LC Tien - Educational Administration: Theory and Practice, 2024 - pjlss.edu.pk
This study explores the multifaceted factors influencing academic outcomes among Chinese
university students through the lens of educational data analytics. Utilizing a mixed-methods …

Big Data Analytics and Educational Sustainability-A Malaysian Scenario

S Jayashree, MNH Reza… - 2023 Second …, 2023 - ieeexplore.ieee.org
Despite the increased interest in higher learning institutions (HLIs), research on big data
analytics (BDA) focusing on sustainability in the education sector is still in its infancy …