SAMBARA: Jurnal Pengabdian Kepada Masyarakat
Vol 4 No 3 (2026): September

Strengthening Early Detection Of Pregnancy Risks Via An Intelligent System In Rural Communities

Rian Ardianto (Universitas Harapan Bangsa)
Deny Nugroho Triwibowo (Universitas Harapan Bangsa)
Riska Suryani (Universitas Harapan Bangsa)
Atina Salamah (Kementerian Agama)



Article Info

Publish Date
08 Aug 2026

Abstract

Maternal health is a crucial indicator of public health quality, yet monitoring in rural areas is often conducted manually with low technological literacy. This study aims to evaluate the effectiveness of technology-based education using a web-based application in improving health cadres' knowledge and skills regarding pregnancy danger signs, maternal and child nutrition, and early pregnancy risk detection. The method used is a participatory approach based on community engagement adapted with a design sprint framework, encompassing understand, define, develop, deliver, and evaluate stages. The activity involved 30 health cadres in Karangrau Village through counseling, discussions, and web-based application simulations. Evaluation used a descriptive Likert-scale pre-test and post-test questionnaire. Results showed a significant improvement in participants' understanding, with average scores increasing from 89% in the pre-test to 99% in the post-test. The use of a web-based application proved effective in concretely visualizing health data. In conclusion, the integration of participatory education and interactive technology effectively enhances cadre capacity and has the potential to become a sustainable educational model. This program is expected to encourage the utilization of simple technology as a medium for delivering health information at the community level.

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Journal Info

Abbrev

sambara

Publisher

Subject

Religion Civil Engineering, Building, Construction & Architecture Immunology & microbiology Law, Crime, Criminology & Criminal Justice Library & Information Science

Description

SAMBARA: Jurnal Pengabdian Kepada Masyarakat Service is a scientific publication published by CV Putra Publisher publishing various fields of community service, covering various disciplines, including education, human resource development, poverty alleviation based on local resources; management of ...