EduGuard RetainX: An advanced analytical dashboard for predicting and improving student retention in tertiary education

Students’ attrition is a critical challenge in higher education, and the EduGuard RetainX software represents a transformative solution. To accurately identify at-risk students, this innovative platform harnesses advanced predictive analytics with knowledge of the personal and institutional costs of student dropout. Using the software, educators can provide students with tailored, student-centric support early on. In addition, the software fosters a collaborative, data-driven culture that allows a wide range of stakeholders to contribute to student success initiatives. The platform has demonstrated significant positive effects and real advantages, as shown by thorough evaluations of its usability using Dowding and Merrill's usability checklist, where it achieved an 89 % usability score. Further, by enabling a shift towards evidence-based practices and a relentless focus on supporting academic achievement and student persistence, the software is poised to completely reshape the higher education landscape.

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Publication Details

Journal
SoftwareX
Published
2025-01-27
DOI
https://doi.org/10.1016/j.softx.2025.102057
Citations
5
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
8.47
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article

EduGuard RetainX: An advanced analytical dashboard for predicting and improving student retention in tertiary education

Joseph C. Sieras, Reymark D. Deleña, Shah Khalid, Norniña J. Dia et al.
5 citations
SoftwareX
Online Learning and Analytics
8.47
article

EduGuard RetainX: An advanced analytical dashboard for predicting and improving student retention in tertiary education

Joseph C. Sieras, Reymark D. Deleña, Shah Khalid, Norniña J. Dia, Amer Hussien T. Macatotong, Jeffrey M. Mondejar, Elizabeth R. Genotiva
article en
5 citations

Abstract

Students’ attrition is a critical challenge in higher education, and the EduGuard RetainX software represents a transformative solution. To accurately identify at-risk students, this innovative platform harnesses advanced predictive analytics with knowledge of the personal and institutional costs of student dropout. Using the software, educators can provide students with tailored, student-centric support early on. In addition, the software fosters a collaborative, data-driven culture that allows a wide range of stakeholders to contribute to student success initiatives. The platform has demonstrated significant positive effects and real advantages, as shown by thorough evaluations of its usability using Dowding and Merrill's usability checklist, where it achieved an 89 % usability score. Further, by enabling a shift towards evidence-based practices and a relentless focus on supporting academic achievement and student persistence, the software is poised to completely reshape the higher education landscape.

SoftwareXVol. 29
University of Southern Mindanao (PH), Mindanao State University – Iligan Institute of Technology (PH), Mindanao State University (PH), De La Salle University (PH)
Quality Education
Openalex Percentile: Top 3%
Online Learning and Analytics
8.47
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EduGuard RetainX: An advanced analytical dashboard for predicting and improving student retention in tertiary education — Joseph C. Sieras, Reymark D. Deleña, et al. · SoftwareX (2025) | TGRS Research Map | TGRS