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Strengthening Early Detection Of Pregnancy Risks Via An Intelligent System In Rural Communities Rian Ardianto; Deny Nugroho Triwibowo; Riska Suryani; Atina Salamah
SAMBARA: Jurnal Pengabdian Kepada Masyarakat Vol 4 No 3 (2026): September
Publisher : CV Putra Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58540/sambarapkm.v4i3.2098

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.
Improving Digital Health Readiness Among Community Health Cadres Through The AHHEM Model Deny Nugroho Triwibowo; Rian Ardianto; Rosyid Ridlo Alhakim; Hadi Jayusman; Iis Setiawan Mangkunegara; Atina Salamah
SAMBARA: Jurnal Pengabdian Kepada Masyarakat Vol 4 No 3 (2026): September
Publisher : CV Putra Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58540/sambarapkm.v4i3.2101

Abstract

Digital health transformation requires human resource readiness, particularly community health cadres who serve as the frontline of community-based services. However, limited digital literacy and reliance on manual record-keeping present significant challenges in supporting digital health system implementation. This community service program aims to enhance the understanding and readiness of health cadres in facing digital health transformation. The activity was conducted in Karangrau Village, Banyumas Regency, involving 25 participants consisting of one village midwife and 24 health cadres. The method applied was the Adaptive Hybrid Health Empowerment Monitoring Model (AHHEM), integrating assessment, harmonization, health literacy, empowerment, and evaluation over a one-day intervention. The evaluation employed a pre-test and post-test design to measure cognitive shifts. The results showed a substantial improvement in participants’ understanding, increasing from 53% in the pre-test to 89% in the post-test. Participants also demonstrated improved readiness in understanding the role of digital technology and health information systems. The main strength of this approach lies in its focus on human readiness rather than solely on technological implementation. Therefore, this program strengthens cadre capacity and supports the sustainable implementation of digital health transformation at the community level.