DEVELOPMENT OF AN INTEGRATED DATA-DRIVEN PORTALS AND DATA ANALYTICS: A UNIFIED FRAMEWORK FOR SCHOLARSHIP ANALYTICS PORTAL

This research highlights how the social services office (SSFO) in Zamboanga Del Sur manually handles the
paper-based scholarship processes inefficiently. These are the procedures that take a long time, human errors,
and delays. To fix such problems, a web-based Scholarship Data Management System has been introduced to
simplify application procedures, maintain data accuracy, give real-time updates, and automate the generation of
reports. The system was developed using modern web technologies (HTML, CSS, JavaScript) and Google
Firebase under an Agile methodology with a user-centered design approach, thus resulting in a secure,
responsive, and easy-to-use platform with separate portals for students and administrators. Extensive tests
confirmed that the system is a strong performer against ISO/IEC 25010 standards, scoring very highly in
reliability (93.66%), security (94.25%), usability (94.5%), performance efficiency (95%), and functional
compatibility (94%). As well as a great deal of administrative efficiency and user satisfaction have been
achieved through the system, the present operation of the system depends on internet connectivity, and it does
not have an integrated fund disbursement feature. The coming improvements will be wireless functionalities,
SMS notifications, and banking systems integration to facilitate accessibility and service coverage