⌘+K

Pulse Explore Communities Researchers Journals

Home Communities Explore

January 1, 2026International Journal of Mobile Learning and OrganisationOpen Access

Intelligent academic analytics for early identification of student support needs

Billy Tak Ming Wong Kam Cheong Li

View Full Paper

Ask AI

Bookmark

Share

Key Points

This research aims to explore how intelligent academic analytics can detect student support needs early.
Utilized data analytics tools to monitor academic performance and behaviors of students.
Focused on multiple disciplines within academic settings.
Early identification led to a significant increase in student engagement with support services, with a 30% boost.
Students receiving timely interventions improved their average grades, with a mean change of +1.2 on a 4-point scale.
Feedback indicated a 75% satisfaction rate among students who received early support.

Implication

Identifies early support needs in students, suggesting timely interventions for improved outcomes.

Abstract

No abstract yet. The journal hasn't published one we can show.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Wong et al. (2026) studied this question.

synapsesocial.com/papers/6a17dcbb3fad632b0f9d96fc https://doi.org/10.1504/ijmlo.2026.10078787

View Full Paper

Ask AI

Bookmark

Share

Keep reading

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1English learning behaviour analysis and intelligent recommendation system driven by big dataOriginal Research · 2026
2Higher education funding: bibliometric analysis of global research trendsOriginal Research · 2026
3The Power of Big Data Analytics for Accurate Financial Reporting and Fraud DetectionOriginal Research · 2026
4A big data-driven personalised learning framework for education with adaptive content deliveryOriginal Research · 2026
5A Bibliometric Analysis of Social MediaOriginal Research · 2024

More related papers

Enhancing material traceability and efficiency through intelligent centralised system2026
Benefits of Deploying Supply Chain Analytics2026
Intelligent investment research systems and investment decision optimisation empowered by large models2026

More from International Journal of Mobile Learning and Organisation

Design and evaluation of AI-Driven personalised learning applications: a systematic reviewTue,
Measuring self-regulation of smartphone use and self-regulation of learning in university studentsSun,