Data-Driven Monitoring Platform for Barangay Health Workers (BHWs) in Community Health Services

  • Julius Ivy B. Tena College of Computer Studies, Laguna State Polytechnic University, Philippines
  • Giselle D. Perida College of Computer Studies, Laguna State Polytechnic University, Philippines
  • Rachelle R. Mabras College of Computer Studies, Laguna State Polytechnic University, Philippines
  • Francis Fernandez Balahadia College of Computer Studies, Laguna State Polytechnic University, Philippines http://orcid.org/0000-0001-6666-4975
DOI: https://doi.org/10.25147/ijcsr.v10i0.851

Abstract

Purpose – This study aims to address inefficiencies in the manual, paper-based processes employed by Barangay Health Workers (BHWs) in Santa Maria, Laguna, by developing a digital monitoring platform integrated with data analytics and geo-mapping capabilities to enhance community health service delivery.

Methods – The researchers employed descriptive and developmental research methods to design and implement a web-based system using PHP Laravel, JavaScript, and Mapbox. The platform facilitates health data collection, automated report generation, and predictive forecasting using Moving Average for deworming and Naive Forecasting with Drift for immunization services. The system’s usability and acceptability were evaluated through the Technology Acceptance Model (TAM), measuring perceived ease of use, perceived usefulness, attitude toward use, and behavioral intention to use.

Results – Evaluation results from 84 BHWs and 5 midwives across 25 barangays indicated high acceptability and effectiveness of the platform. The system streamlined data management, enabled identification of high-risk areas, and improved proactive health planning. Integration of forecasting and spatial visualization allowed BHWs to transition from reactive to proactive health service delivery.

Conclusions – The digital monitoring platform demonstrated potential in enhancing the efficiency, responsiveness, and effectiveness of grassroots healthcare operations. BHWs were able to leverage data-driven insights for better health planning, showing that technology integration can significantly improve community health interventions.

Recommendations – Future enhancements should include upgrading the platform into a mobile application, incorporating offline access, applying advanced machine learning for improved forecasting, and establishing integration with Local Government Units (LGUs) and the Department of Health (DOH) to expand usability and impact.

Research Implications – This research highlights the capability of technology-driven solutions that can enhance the efficiency, accuracy, and responsiveness of Barangay Health Workers in providing essential services and will help to transform primary healthcare delivery in rural and underserved communities.

Author Biographies

Julius Ivy B. Tena, College of Computer Studies, Laguna State Polytechnic University, Philippines

Julius Ivy B. Tena is a graduate of Laguna State Polytechnic University (LSPU) in 2025 with a Bachelor of Science in Information Systems (BSIS) degree from the College of Computer Studies. In the same year, he became a full-time faculty member (non-plantilla) at LSPU, where he teaches Information Technology Education courses, mainly for students in the Bachelor of Science in Information Systems (BSIS) program. He is currently pursuing a Master of Information Technology degree at Laguna State Polytechnic University to further improve his knowledge, technical skills, and research abilities in the field of information technology.

Giselle D. Perida, College of Computer Studies, Laguna State Polytechnic University, Philippines

Giselle D. Perida is a graduate of Laguna State Polytechnic University (LSPU)–Siniloan Campus, where she earned her Bachelor of Science in Information Systems (BSIS) degree under the College of Computer Studies in 2025. During her academic journey, she was recognized as a Dean's Lister from 2022 to 2024 and gained valuable experience through her internship as an office assistant at the Office of Program Coordinators and as a Cash-for-Work Program Participant at the Information and Communication Technology Services (ICTS) of LSPU. She believes that perseverance, integrity, and dedication are essential to achieving success and aspires to apply her knowledge and skills to make meaningful contributions to the organization she serves and to the community.

Rachelle R. Mabras, College of Computer Studies, Laguna State Polytechnic University, Philippines

Rachelle Mabras is a graduate of Laguna State Polytechnic University (LSPU), where she earned her Bachelor of Science in Information Systems (BSIS) degree under the College of Computer Studies in 2025. She is a hardworking, responsible, and goal-oriented individual. Rachelle Mabras embodies hard work, responsibility, and a goal-oriented mindset, demonstrating her commitment to continuous learning and personal growth. During her academic journey, she gained valuable experience in administrative tasks, documentation, and teamwork through her on-the-job training, where she was recognized with the Best in OJT Award for her outstanding performance. She believes that perseverance, dedication, and a positive attitude are essential in achieving success. As she pursues her professional career, she aims to apply her knowledge and skills while making meaningful contributions to her profession and the community.

Francis Fernandez Balahadia, College of Computer Studies, Laguna State Polytechnic University, Philippines

Francis Balahadia currently serves as Dean of the College of Computer Studies at Laguna State Polytechnic University, having previously held key roles as Program Coordinator for the BS Information Technology and Master of Information Technology programs, as well as Chairperson of the Innovation Technology Service Office (ITSO). He is also an active member of various professional organizations and has established a strong research profile, with more than 70 published papers, including Scopus (38), ISI-indexed (1), and peer-reviewed journal publications, which have garnered over 545 Google Scholar citations. He also serves as a research reviewer, journal editorial board member, and accreditation expert, reflecting his enduring dedication to excellence in information technology education, research, and academic quality assurance.

Published
2026-08-04
How to Cite
TENA, Julius Ivy B. et al. Data-Driven Monitoring Platform for Barangay Health Workers (BHWs) in Community Health Services. International Journal of Computing Sciences Research, [S.l.], v. 10, p. 4371-4403, aug. 2026. ISSN 2546-115X. Available at: <//www.stepacademic.net/ijcsr/article/view/851>. Date accessed: 06 aug. 2026. doi: https://doi.org/10.25147/ijcsr.v10i0.851.
Citation Formats
Issue
Vol 10 (2026): Volume 10
Section
Articles
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